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Project Accession: IBIAP_1000000023
Title: Developing a Deep Learning Framework for Clinical Use in Estimating Cellularity in Bone Marrow Biopsy Specimens
Representative Image:
Description: Bone marrow examination has become increasingly important for the diagnosis and treatment of hematologic and other illnesses. The present methods for analyzing bone marrow biopsy samples involve subjective and inaccurate assessments by visual estimation by pathologists. Thus, there is a need to develop automated tools to assist in the analysis of bone marrow samples. However, there is a lack of publicly available standardized and high-quality datasets that can aid in the research and development of automated tools that can provide consistent and objective measurements. In this paper, we present a comprehensive Bone Marrow Biopsy (BaMBo) dataset consisting 229 semantic-segmented bone marrow biopsy images, specifically designed for the automated calculation of bone marrow cellularity. Our dataset comprises high-resolution, generalized images of bone marrow biopsies, each annotated with precise semantic segmentation of different haematological components. These components are divided into 4 classes: Bony trabeculae, adipocytes, cellular region and Background. The annotations were performed with the help of two experienced hematopathologists that were supported by state-of-the-art DL models and image processing techniques.
Publications: Anilpreet Singh, Satyender Dharamdasani, Praveen Sharma, Sukrit Gupta. BaMBo: An Annotated Bone Marrow Biopsy Dataset for Segmentation Task, Open Data Workshop, MICCAI 2024
Funding agency: N/A
Grant Number: N/A
Ethics Statement: Download
Any Other Information : N/A
Additional File: N/A
Acknowledgments: N/A

Sr.No First name Last name Email Organization Designation
1 Praveen Sharma drsharmapgi@gmail.com Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, India Co-Principal Investigator
2 Satyender Dharamdasani sdharamdasani@gmail.com Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh, India Co-Investigator
3 Sukrit Gupta sukrit.gupta@iitrpr.ac.in Indian Institute of Technology (IIT), Ropar, Rupnagar, Punjab, India Co-Principal Investigator

Study Accession: HISTOS_1000000027
Title: BaMBo: An Annotated Bone Marrow Biopsy Dataset for Segmentation Task
Imaging Type: Histopathology (HISTO)
Imaging Sub-type: Diagnostic Pathology
Summary: Data collection involved the acquisition of bone marrow trephine (BMT) biopsy specimens using standardized procedures at Postgraduate Institute of Medical Education and Research (PGIMER), Chandigarh. These procedures, as described later, are medical standards. The dataset comprises 229 biopsy images from a total of 38 patients, diagnosed with varied hematological states covering myeloproliferative neoplasms, leukemia, aplastic anemia, uninvolved staging marrows among others. Subjects were chosen at random from both the genders, contains a large age gap and varied medical history. All the patient related identifiers were removed from the dataset and the dataset was completely anonymized for patient confidentiality.
Keywords: Medical imaging; Dataset; Bone marrow biopsy; Cellularity; Semi-automatic annotation
Additional / Any Other Information: N/A
Release Date: Oct. 16, 2025
Access Licence Type: Open Access

Table 1. The sample types registered under this study are as follows:
Sample Type IDOrganismTaxon IDBiological EntityLateralitySource TissueSource Cell/Cell-lineCell Organelle
HISTOSMT_10000000059Homo sapiens 9606 Bone MarrowNot ApplicableBone MarrowN/ANA

Table 2. The samples registered under this study are as follows:
Sample Type ID Sample ID Method used for Sample Collection Cell Phenotype Studied Cellularity Percentage
HISTOSMT_10000000059 HISTOSM_10000286982 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286983 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286985 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286988 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286989 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286991 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286992 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286994 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286995 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286997 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286998 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000287000 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000287001 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286984 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286990 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286993 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286996 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286959 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286960 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286963 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286969 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286972 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286975 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286978 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286979 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286958 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286961 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286966 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286987 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286999 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286981 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286784 Tissue Biopsy Bone Marrow 91.506
HISTOSMT_10000000059 HISTOSM_10000286785 Tissue Biopsy Bone Marrow 100
HISTOSMT_10000000059 HISTOSM_10000286786 Tissue Biopsy Bone Marrow 70.259
HISTOSMT_10000000059 HISTOSM_10000286787 Tissue Biopsy Bone Marrow 57.448
HISTOSMT_10000000059 HISTOSM_10000286789 Tissue Biopsy Bone Marrow 83.471
HISTOSMT_10000000059 HISTOSM_10000286790 Tissue Biopsy Bone Marrow 22.148
HISTOSMT_10000000059 HISTOSM_10000286791 Tissue Biopsy Bone Marrow 40.903
HISTOSMT_10000000059 HISTOSM_10000286792 Tissue Biopsy Bone Marrow 65.73
HISTOSMT_10000000059 HISTOSM_10000286793 Tissue Biopsy Bone Marrow 65.806
HISTOSMT_10000000059 HISTOSM_10000286794 Tissue Biopsy Bone Marrow 77.216
HISTOSMT_10000000059 HISTOSM_10000286795 Tissue Biopsy Bone Marrow 87.155
HISTOSMT_10000000059 HISTOSM_10000286796 Tissue Biopsy Bone Marrow 29.033
HISTOSMT_10000000059 HISTOSM_10000286797 Tissue Biopsy Bone Marrow 45.093
HISTOSMT_10000000059 HISTOSM_10000286798 Tissue Biopsy Bone Marrow 52.271
HISTOSMT_10000000059 HISTOSM_10000286799 Tissue Biopsy Bone Marrow 100
HISTOSMT_10000000059 HISTOSM_10000286800 Tissue Biopsy Bone Marrow 87.684
HISTOSMT_10000000059 HISTOSM_10000286801 Tissue Biopsy Bone Marrow 98.677
HISTOSMT_10000000059 HISTOSM_10000286802 Tissue Biopsy Bone Marrow 100
HISTOSMT_10000000059 HISTOSM_10000286803 Tissue Biopsy Bone Marrow 19.43
HISTOSMT_10000000059 HISTOSM_10000286805 Tissue Biopsy Bone Marrow 100
HISTOSMT_10000000059 HISTOSM_10000286806 Tissue Biopsy Bone Marrow 98.916
HISTOSMT_10000000059 HISTOSM_10000286807 Tissue Biopsy Bone Marrow 68.436
HISTOSMT_10000000059 HISTOSM_10000286808 Tissue Biopsy Bone Marrow 19.664
HISTOSMT_10000000059 HISTOSM_10000286809 Tissue Biopsy Bone Marrow 82.967
HISTOSMT_10000000059 HISTOSM_10000286810 Tissue Biopsy Bone Marrow 100
HISTOSMT_10000000059 HISTOSM_10000286811 Tissue Biopsy Bone Marrow 43.818
HISTOSMT_10000000059 HISTOSM_10000286812 Tissue Biopsy Bone Marrow 100
HISTOSMT_10000000059 HISTOSM_10000286813 Tissue Biopsy Bone Marrow 70.879
HISTOSMT_10000000059 HISTOSM_10000286814 Tissue Biopsy Bone Marrow 89.694
HISTOSMT_10000000059 HISTOSM_10000286815 Tissue Biopsy Bone Marrow 96.198
HISTOSMT_10000000059 HISTOSM_10000286817 Tissue Biopsy Bone Marrow 89.557
HISTOSMT_10000000059 HISTOSM_10000286819 Tissue Biopsy Bone Marrow 95.614
HISTOSMT_10000000059 HISTOSM_10000286820 Tissue Biopsy Bone Marrow 100
HISTOSMT_10000000059 HISTOSM_10000286821 Tissue Biopsy Bone Marrow 99.043
HISTOSMT_10000000059 HISTOSM_10000286822 Tissue Biopsy Bone Marrow 99.961
HISTOSMT_10000000059 HISTOSM_10000286823 Tissue Biopsy Bone Marrow 64.344
HISTOSMT_10000000059 HISTOSM_10000286824 Tissue Biopsy Bone Marrow 86.57
HISTOSMT_10000000059 HISTOSM_10000286825 Tissue Biopsy Bone Marrow 98.18
HISTOSMT_10000000059 HISTOSM_10000286826 Tissue Biopsy Bone Marrow 0.141
HISTOSMT_10000000059 HISTOSM_10000286827 Tissue Biopsy Bone Marrow 36.296
HISTOSMT_10000000059 HISTOSM_10000286828 Tissue Biopsy Bone Marrow 78.597
HISTOSMT_10000000059 HISTOSM_10000286829 Tissue Biopsy Bone Marrow 58.535
HISTOSMT_10000000059 HISTOSM_10000286830 Tissue Biopsy Bone Marrow 46.69
HISTOSMT_10000000059 HISTOSM_10000286831 Tissue Biopsy Bone Marrow 99.988
HISTOSMT_10000000059 HISTOSM_10000286832 Tissue Biopsy Bone Marrow 97.2
HISTOSMT_10000000059 HISTOSM_10000286833 Tissue Biopsy Bone Marrow 37.75
HISTOSMT_10000000059 HISTOSM_10000286834 Tissue Biopsy Bone Marrow 29.798
HISTOSMT_10000000059 HISTOSM_10000286835 Tissue Biopsy Bone Marrow 77.78
HISTOSMT_10000000059 HISTOSM_10000286837 Tissue Biopsy Bone Marrow 1.515
HISTOSMT_10000000059 HISTOSM_10000286838 Tissue Biopsy Bone Marrow 100
HISTOSMT_10000000059 HISTOSM_10000286839 Tissue Biopsy Bone Marrow 55.485
HISTOSMT_10000000059 HISTOSM_10000286840 Tissue Biopsy Bone Marrow 3.115
HISTOSMT_10000000059 HISTOSM_10000286841 Tissue Biopsy Bone Marrow 12.602
HISTOSMT_10000000059 HISTOSM_10000286842 Tissue Biopsy Bone Marrow 99.908
HISTOSMT_10000000059 HISTOSM_10000286843 Tissue Biopsy Bone Marrow 49.158
HISTOSMT_10000000059 HISTOSM_10000286844 Tissue Biopsy Bone Marrow 28.209
HISTOSMT_10000000059 HISTOSM_10000286845 Tissue Biopsy Bone Marrow 24.066
HISTOSMT_10000000059 HISTOSM_10000286846 Tissue Biopsy Bone Marrow 99.343
HISTOSMT_10000000059 HISTOSM_10000286847 Tissue Biopsy Bone Marrow 97.4
HISTOSMT_10000000059 HISTOSM_10000286848 Tissue Biopsy Bone Marrow 100
HISTOSMT_10000000059 HISTOSM_10000286849 Tissue Biopsy Bone Marrow 100
HISTOSMT_10000000059 HISTOSM_10000286850 Tissue Biopsy Bone Marrow 78.195
HISTOSMT_10000000059 HISTOSM_10000286851 Tissue Biopsy Bone Marrow 2.951
HISTOSMT_10000000059 HISTOSM_10000286852 Tissue Biopsy Bone Marrow 71.964
HISTOSMT_10000000059 HISTOSM_10000286855 Tissue Biopsy Bone Marrow 2.33
HISTOSMT_10000000059 HISTOSM_10000286856 Tissue Biopsy Bone Marrow 50.324
HISTOSMT_10000000059 HISTOSM_10000286858 Tissue Biopsy Bone Marrow 99.529
HISTOSMT_10000000059 HISTOSM_10000286859 Tissue Biopsy Bone Marrow 89.348
HISTOSMT_10000000059 HISTOSM_10000286860 Tissue Biopsy Bone Marrow 99.894
HISTOSMT_10000000059 HISTOSM_10000286861 Tissue Biopsy Bone Marrow 97.478
HISTOSMT_10000000059 HISTOSM_10000286862 Tissue Biopsy Bone Marrow 78.14
HISTOSMT_10000000059 HISTOSM_10000286863 Tissue Biopsy Bone Marrow 3.121
HISTOSMT_10000000059 HISTOSM_10000286864 Tissue Biopsy Bone Marrow 15.243
HISTOSMT_10000000059 HISTOSM_10000286865 Tissue Biopsy Bone Marrow 99.896
HISTOSMT_10000000059 HISTOSM_10000286866 Tissue Biopsy Bone Marrow 31.842
HISTOSMT_10000000059 HISTOSM_10000286867 Tissue Biopsy Bone Marrow 5.621
HISTOSMT_10000000059 HISTOSM_10000286868 Tissue Biopsy Bone Marrow 3.416
HISTOSMT_10000000059 HISTOSM_10000286869 Tissue Biopsy Bone Marrow 9.377
HISTOSMT_10000000059 HISTOSM_10000286870 Tissue Biopsy Bone Marrow 2.687
HISTOSMT_10000000059 HISTOSM_10000286871 Tissue Biopsy Bone Marrow 15.261
HISTOSMT_10000000059 HISTOSM_10000286872 Tissue Biopsy Bone Marrow 16.054
HISTOSMT_10000000059 HISTOSM_10000286874 Tissue Biopsy Bone Marrow 59.072
HISTOSMT_10000000059 HISTOSM_10000286875 Tissue Biopsy Bone Marrow 29.669
HISTOSMT_10000000059 HISTOSM_10000286876 Tissue Biopsy Bone Marrow 62.048
HISTOSMT_10000000059 HISTOSM_10000286877 Tissue Biopsy Bone Marrow 9.877
HISTOSMT_10000000059 HISTOSM_10000286878 Tissue Biopsy Bone Marrow 3.617
HISTOSMT_10000000059 HISTOSM_10000286879 Tissue Biopsy Bone Marrow 5.452
HISTOSMT_10000000059 HISTOSM_10000286880 Tissue Biopsy Bone Marrow 38.381
HISTOSMT_10000000059 HISTOSM_10000286881 Tissue Biopsy Bone Marrow 98.66
HISTOSMT_10000000059 HISTOSM_10000286882 Tissue Biopsy Bone Marrow 51.426
HISTOSMT_10000000059 HISTOSM_10000286883 Tissue Biopsy Bone Marrow 17.391
HISTOSMT_10000000059 HISTOSM_10000286884 Tissue Biopsy Bone Marrow 99.307
HISTOSMT_10000000059 HISTOSM_10000286885 Tissue Biopsy Bone Marrow 20.442
HISTOSMT_10000000059 HISTOSM_10000286886 Tissue Biopsy Bone Marrow 14.489
HISTOSMT_10000000059 HISTOSM_10000286887 Tissue Biopsy Bone Marrow 84.893
HISTOSMT_10000000059 HISTOSM_10000286888 Tissue Biopsy Bone Marrow 75.315
HISTOSMT_10000000059 HISTOSM_10000286890 Tissue Biopsy Bone Marrow 100
HISTOSMT_10000000059 HISTOSM_10000286891 Tissue Biopsy Bone Marrow 85.922
HISTOSMT_10000000059 HISTOSM_10000286893 Tissue Biopsy Bone Marrow 100
HISTOSMT_10000000059 HISTOSM_10000286894 Tissue Biopsy Bone Marrow 63.881
HISTOSMT_10000000059 HISTOSM_10000286896 Tissue Biopsy Bone Marrow 25.51
HISTOSMT_10000000059 HISTOSM_10000286897 Tissue Biopsy Bone Marrow 100
HISTOSMT_10000000059 HISTOSM_10000286898 Tissue Biopsy Bone Marrow 62.556
HISTOSMT_10000000059 HISTOSM_10000286899 Tissue Biopsy Bone Marrow 25.832
HISTOSMT_10000000059 HISTOSM_10000286900 Tissue Biopsy Bone Marrow 16.272
HISTOSMT_10000000059 HISTOSM_10000286901 Tissue Biopsy Bone Marrow 100
HISTOSMT_10000000059 HISTOSM_10000286902 Tissue Biopsy Bone Marrow 80.584
HISTOSMT_10000000059 HISTOSM_10000286903 Tissue Biopsy Bone Marrow 77.836
HISTOSMT_10000000059 HISTOSM_10000286904 Tissue Biopsy Bone Marrow 26.973
HISTOSMT_10000000059 HISTOSM_10000286905 Tissue Biopsy Bone Marrow 100
HISTOSMT_10000000059 HISTOSM_10000286906 Tissue Biopsy Bone Marrow 83.533
HISTOSMT_10000000059 HISTOSM_10000286907 Tissue Biopsy Bone Marrow 46.789
HISTOSMT_10000000059 HISTOSM_10000286908 Tissue Biopsy Bone Marrow 16.593
HISTOSMT_10000000059 HISTOSM_10000286909 Tissue Biopsy Bone Marrow 71.864
HISTOSMT_10000000059 HISTOSM_10000286911 Tissue Biopsy Bone Marrow 99.725
HISTOSMT_10000000059 HISTOSM_10000286912 Tissue Biopsy Bone Marrow 97.637
HISTOSMT_10000000059 HISTOSM_10000286913 Tissue Biopsy Bone Marrow 81.775
HISTOSMT_10000000059 HISTOSM_10000286914 Tissue Biopsy Bone Marrow 36.749
HISTOSMT_10000000059 HISTOSM_10000286915 Tissue Biopsy Bone Marrow 37.404
HISTOSMT_10000000059 HISTOSM_10000286916 Tissue Biopsy Bone Marrow 98.999
HISTOSMT_10000000059 HISTOSM_10000286917 Tissue Biopsy Bone Marrow 73.73
HISTOSMT_10000000059 HISTOSM_10000286918 Tissue Biopsy Bone Marrow 66.045
HISTOSMT_10000000059 HISTOSM_10000286919 Tissue Biopsy Bone Marrow 68.162
HISTOSMT_10000000059 HISTOSM_10000286920 Tissue Biopsy Bone Marrow 69.859
HISTOSMT_10000000059 HISTOSM_10000286921 Tissue Biopsy Bone Marrow 55.3
HISTOSMT_10000000059 HISTOSM_10000286922 Tissue Biopsy Bone Marrow 71.233
HISTOSMT_10000000059 HISTOSM_10000286923 Tissue Biopsy Bone Marrow 51.277
HISTOSMT_10000000059 HISTOSM_10000286924 Tissue Biopsy Bone Marrow 92.587
HISTOSMT_10000000059 HISTOSM_10000286926 Tissue Biopsy Bone Marrow 100
HISTOSMT_10000000059 HISTOSM_10000286927 Tissue Biopsy Bone Marrow 39.233
HISTOSMT_10000000059 HISTOSM_10000286928 Tissue Biopsy Bone Marrow 16.145
HISTOSMT_10000000059 HISTOSM_10000286929 Tissue Biopsy Bone Marrow 78.366
HISTOSMT_10000000059 HISTOSM_10000286932 Tissue Biopsy Bone Marrow 99.836
HISTOSMT_10000000059 HISTOSM_10000286934 Tissue Biopsy Bone Marrow 100
HISTOSMT_10000000059 HISTOSM_10000286935 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286937 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286938 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286940 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286941 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286946 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286947 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286948 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286949 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286950 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286951 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286942 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286943 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286944 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286954 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286962 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286964 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286965 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286967 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286968 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286970 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286971 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286973 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286974 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286976 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286977 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286980 Tissue Biopsy Bone Marrow N/A
HISTOSMT_10000000059 HISTOSM_10000286774 Tissue Biopsy Bone Marrow 94.658
HISTOSMT_10000000059 HISTOSM_10000286775 Tissue Biopsy Bone Marrow 82.315
HISTOSMT_10000000059 HISTOSM_10000286777 Tissue Biopsy Bone Marrow 56.446
HISTOSMT_10000000059 HISTOSM_10000286778 Tissue Biopsy Bone Marrow 99.869
HISTOSMT_10000000059 HISTOSM_10000286779 Tissue Biopsy Bone Marrow 94.336
HISTOSMT_10000000059 HISTOSM_10000286780 Tissue Biopsy Bone Marrow 84.727
HISTOSMT_10000000059 HISTOSM_10000286781 Tissue Biopsy Bone Marrow 100
HISTOSMT_10000000059 HISTOSM_10000286782 Tissue Biopsy Bone Marrow 75.785
HISTOSMT_10000000059 HISTOSM_10000286773 Tissue Biopsy Bone Marrow 96.296
HISTOSMT_10000000059 HISTOSM_10000286776 Tissue Biopsy Bone Marrow 39.697
HISTOSMT_10000000059 HISTOSM_10000286783 Tissue Biopsy Bone Marrow 52.879
HISTOSMT_10000000059 HISTOSM_10000286788 Tissue Biopsy Bone Marrow 63.522
HISTOSMT_10000000059 HISTOSM_10000286804 Tissue Biopsy Bone Marrow 63.182
HISTOSMT_10000000059 HISTOSM_10000286816 Tissue Biopsy Bone Marrow 100
HISTOSMT_10000000059 HISTOSM_10000286818 Tissue Biopsy Bone Marrow 99.543
HISTOSMT_10000000059 HISTOSM_10000286836 Tissue Biopsy Bone Marrow 97.929
HISTOSMT_10000000059 HISTOSM_10000286853 Tissue Biopsy Bone Marrow 2.402
HISTOSMT_10000000059 HISTOSM_10000286854 Tissue Biopsy Bone Marrow 43.78
HISTOSMT_10000000059 HISTOSM_10000286857 Tissue Biopsy Bone Marrow 27.526
HISTOSMT_10000000059 HISTOSM_10000286873 Tissue Biopsy Bone Marrow 33.942
HISTOSMT_10000000059 HISTOSM_10000286889 Tissue Biopsy Bone Marrow 100
HISTOSMT_10000000059 HISTOSM_10000286892 Tissue Biopsy Bone Marrow 75.046
HISTOSMT_10000000059 HISTOSM_10000286895 Tissue Biopsy Bone Marrow 27.278
HISTOSMT_10000000059 HISTOSM_10000286910 Tissue Biopsy Bone Marrow 77.453
HISTOSMT_10000000059 HISTOSM_10000286925 Tissue Biopsy Bone Marrow 52.217
HISTOSMT_10000000059 HISTOSM_10000286930 Tissue Biopsy Bone Marrow 99.431
HISTOSMT_10000000059 HISTOSM_10000286931 Tissue Biopsy Bone Marrow 99.053
HISTOSMT_10000000059 HISTOSM_10000286933 Tissue Biopsy Bone Marrow 71.978
HISTOSMT_10000000059 HISTOSM_10000286936 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286939 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286945 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286952 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286955 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286956 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286957 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286953 Tissue Biopsy Bone Marrow 0
HISTOSMT_10000000059 HISTOSM_10000286986 Tissue Biopsy Bone Marrow N/A

Table 3. The experiment types registered under this study are as follows:
Experiment Type IDInstrument NameInstrument TypeManufacturerModel
HISTOET_10000000025Digital Slide Scanning SystemDigital Slide ScannerMoticVM1


Experimental Design Summary (HISTOET_10000000025)
Biopsies are taken from the posterior superior iliac spine. During the procedure, a larger needle was employed to remove a small core of the marrow tissue (biopsy) (Cloos et al., 2018; Rindy and Chambers, 2020). Biopsy samples then underwent Decalcification, Fixation and Paraffin embedding. They were then prepared for microscopic examination by sectioning into 2-3 microns samples and staining with Hematoxylin and Eosin (H&E). High-resolution digital images of stained biopsy sections were captured using an Olympus BX53 microscope at a magnification of 100x, 200x and 400x. The data collection was conducted over a period of three months and resulted in around 300 images. Out of the 300 bone marrow biopsy images obtained from PGIMER, images with poor clarity and repetitive images were excluded. After thorough inspection, 229 high quality images were retained.

Acquired Images Annotation Description (HISTOET_10000000025)
In order to perform the annotation of our biopsy specimens, we developed a preprocessing pipeline for first generating a rough annotation of the images. This pipeline made the annotation process faster and more efficient as the pathologist did not need to start from scratch. For this pipeline, we utilized a state-of-the-art segmentation model SAM (Kirillov et al., 2023) and the Computer Vision Annotation Tool (CVAT) platform for final annotation by the pathologist. SAM is a promptable segmentation system with zero-shot generalization to unfamiliar objects and images, without the need for additional training. The automated annotation pipeline gave us a rough annotation of each image. It is important to note that these annotations were not devoid of inaccuracies and that this was expected. These inaccuracies included poor segmentation of cell boundaries, blood arterioles were misclassified as BG or fat instead of cells, some irregular adipocytes were misclassified as BG, soft tissue and artifacts were misclassified. The goal of the above exercise was to give a head start to the pathologists, thus decreasing the time taken for the annotation process. The images with their automated segmentation objects were given to expert hematopathologists to resolve the issues with the segmentation. In the first step of the procedure the automated annotations were converted into PascalVOC format and uploaded to CVAT (Sekachev et al., 2020). Each image was then thoroughly annotated by an expert. Our main concern in annotating biopsy was accurate annotation of various components into respective categories of cells, fat, bone and BG. The images were annotated over the course of multiple sessions for different batches of images. Each image took around 15-20 minutes to annotate by a hematopathologist and it took 2 months to complete all annotations.

Table 4. The experiments registered under this study are as follows:
Sample ID Experiment Type ID Experiment ID Image type (Original / Derived / Unknown) Any Other Information Staining Type Images Magnification Tissue / Tumor Fixative Used Masked File Name with Path Masked File MD5 checksum Dataset Split Type (Training / Validation / Test)
HISTOSM_10000286773 HISTOET_10000000025 HISTOE_10000259414 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_0.png 1680e8aa713bc43d9f799f43843cfef7 validation
HISTOSM_10000286774 HISTOET_10000000025 HISTOE_10000259415 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_1.png 02ed799bb8401d07a672f06dbe40f4ff train
HISTOSM_10000286775 HISTOET_10000000025 HISTOE_10000259416 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_10.png 22c83a887183c8650e625eaa0886ade7 train
HISTOSM_10000286776 HISTOET_10000000025 HISTOE_10000259417 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_100.png d70a9a99dba44dd250ce89e94f3a1ccb train
HISTOSM_10000286777 HISTOET_10000000025 HISTOE_10000259418 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_101.png 47362c3e4d316950012140e62945d289 train
HISTOSM_10000286778 HISTOET_10000000025 HISTOE_10000259419 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_102.png 51c8d4a1d2800d4acf32b36ca526605c validation
HISTOSM_10000286779 HISTOET_10000000025 HISTOE_10000259420 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_103.png 5da0a1752b227ad37878e3523fbe9906 train
HISTOSM_10000286780 HISTOET_10000000025 HISTOE_10000259421 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_104.png 889f2e87c57d9ec4f45800c5d69926e6 train
HISTOSM_10000286781 HISTOET_10000000025 HISTOE_10000259422 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_105.png c784e0df328cea25795209ab58c1f48f train
HISTOSM_10000286782 HISTOET_10000000025 HISTOE_10000259423 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_106.png 6f782f12318c25f36042a9b38b85718d train
HISTOSM_10000286783 HISTOET_10000000025 HISTOE_10000259424 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_107.png 14002c189cb49df8f7990a325a0cf5cc train
HISTOSM_10000286784 HISTOET_10000000025 HISTOE_10000259425 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_108.png ef6ee1f11a7b5046e61043b5306a3fad validation
HISTOSM_10000286785 HISTOET_10000000025 HISTOE_10000259426 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_109.png 23f75027dda34a7f4a53689c8ba49e87 train
HISTOSM_10000286786 HISTOET_10000000025 HISTOE_10000259427 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_11.png 1041d45b43c2914cb5f29d1b82147c08 train
HISTOSM_10000286787 HISTOET_10000000025 HISTOE_10000259428 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_110.png 15bb4db2ad7ae33ffea5871786d9ce86 train
HISTOSM_10000286788 HISTOET_10000000025 HISTOE_10000259429 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_111.png 92dabe9b130834c83ff30e7beeb8fef8 train
HISTOSM_10000286789 HISTOET_10000000025 HISTOE_10000259430 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_112.png 09520d32c14123d46c06c5061d512909 train
HISTOSM_10000286790 HISTOET_10000000025 HISTOE_10000259431 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_113.png c102b34a8dc0b58a0ec49e52b7ef6415 train
HISTOSM_10000286791 HISTOET_10000000025 HISTOE_10000259432 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_114.png b7be68d85ad3b5618d1ef362269e5553 train
HISTOSM_10000286792 HISTOET_10000000025 HISTOE_10000259433 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_115.png 54f3fbc7fb33d1ec5daa4416e92dad71 train
HISTOSM_10000286793 HISTOET_10000000025 HISTOE_10000259434 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_116.png a01115c9b25317816ba21f2dffe31709 train
HISTOSM_10000286794 HISTOET_10000000025 HISTOE_10000259435 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_117.png a0e535dba6cabe3f214731244ce953f8 validation
HISTOSM_10000286795 HISTOET_10000000025 HISTOE_10000259436 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_118.png e06f35c640a31217b42c0df331ba11d4 train
HISTOSM_10000286796 HISTOET_10000000025 HISTOE_10000259437 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_119.png 7f878899d6a6981438440f11d8816b25 validation
HISTOSM_10000286797 HISTOET_10000000025 HISTOE_10000259438 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_12.png d2c2a07c60eba53a2301465d20e5406d validation
HISTOSM_10000286798 HISTOET_10000000025 HISTOE_10000259439 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_120.png 9303ca4988e5c97fdb249bb38382587f validation
HISTOSM_10000286799 HISTOET_10000000025 HISTOE_10000259440 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_122.png 31f9b1a93e5e1d76fb2cde3cbf32d64a train
HISTOSM_10000286800 HISTOET_10000000025 HISTOE_10000259441 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_123.png 68e3ed3cac6917e90ccc6c9046796a09 train
HISTOSM_10000286801 HISTOET_10000000025 HISTOE_10000259442 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_124.png 974038632c28ad5a0bf1ffa7c339a831 train
HISTOSM_10000286802 HISTOET_10000000025 HISTOE_10000259443 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_125.png f6bc782d6dea579fc5f60dde908a821d train
HISTOSM_10000286803 HISTOET_10000000025 HISTOE_10000259444 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_126.png 1d10431daa77fd49e4ae200771e1cae7 train
HISTOSM_10000286804 HISTOET_10000000025 HISTOE_10000259445 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_127.png fe68cf1c463d968f7841a7e9518c81cc train
HISTOSM_10000286805 HISTOET_10000000025 HISTOE_10000259446 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_128.png 21945fc4a52f52d05872de86e8327578 train
HISTOSM_10000286806 HISTOET_10000000025 HISTOE_10000259447 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_13.png 863dbf340a047b53787a780b79463ef4 train
HISTOSM_10000286807 HISTOET_10000000025 HISTOE_10000259448 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_130.png 8950864abd4a5d9959dbf9ae83315ed1 train
HISTOSM_10000286808 HISTOET_10000000025 HISTOE_10000259449 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_131.png 5d2a52546cc58bed9bbaef1972a8215e train
HISTOSM_10000286809 HISTOET_10000000025 HISTOE_10000259450 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_132.png 15f300827e0ab65bf6dd339671389be3 train
HISTOSM_10000286810 HISTOET_10000000025 HISTOE_10000259451 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_133.png 4503fa7678d78a70940d12c60982cd23 validation
HISTOSM_10000286811 HISTOET_10000000025 HISTOE_10000259452 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_134.png 5e03641db8bbcb00c40b4718d42e3da0 train
HISTOSM_10000286812 HISTOET_10000000025 HISTOE_10000259453 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_135.png 35ab89f14a83d344f77491238b657461 train
HISTOSM_10000286813 HISTOET_10000000025 HISTOE_10000259454 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_136.png ccf62ef813436d2fccf76e7d87176738 train
HISTOSM_10000286814 HISTOET_10000000025 HISTOE_10000259455 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_137.png 5d4859182491fa174d4d755f4b3767fc validation
HISTOSM_10000286815 HISTOET_10000000025 HISTOE_10000259456 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_138.png 57a663b52844aa0e4b1e62a6b7279b86 train
HISTOSM_10000286816 HISTOET_10000000025 HISTOE_10000259457 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_139.png d78bd756d2ae79cd7f90cfb6353ae458 train
HISTOSM_10000286817 HISTOET_10000000025 HISTOE_10000259458 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_14.png a968053eabb8634073320658f185b219 validation
HISTOSM_10000286818 HISTOET_10000000025 HISTOE_10000259459 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_140.png b3e9cae17365f9aca05b7c9c7441eaa4 train
HISTOSM_10000286819 HISTOET_10000000025 HISTOE_10000259460 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_141.png cd132cf1d3c81b28a49b976ba2ce70a9 train
HISTOSM_10000286820 HISTOET_10000000025 HISTOE_10000259461 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_142.png 7268d15a611d143258faf7cb595ab919 train
HISTOSM_10000286821 HISTOET_10000000025 HISTOE_10000259462 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_143.png 168f75e4afce92ec4838b0b6eb7e0438 train
HISTOSM_10000286822 HISTOET_10000000025 HISTOE_10000259463 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_144.png d956dd838de210419b5cd636a3cfc69f train
HISTOSM_10000286823 HISTOET_10000000025 HISTOE_10000259464 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_145.png 1b2b5421f289d542f6d2b13fb8495936 train
HISTOSM_10000286824 HISTOET_10000000025 HISTOE_10000259465 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_146.png 373f8824b3f7a8956535f1506f036f08 train
HISTOSM_10000286825 HISTOET_10000000025 HISTOE_10000259466 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_147.png 31c0f5881902026f6b0c9fbdc4e39c13 train
HISTOSM_10000286826 HISTOET_10000000025 HISTOE_10000259467 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_148.png 96cc6a8964b0ed172ccaa34d2543e18c train
HISTOSM_10000286827 HISTOET_10000000025 HISTOE_10000259468 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_149.png 63f7d7f4bd834ba9a0f77b00be0d09eb validation
HISTOSM_10000286828 HISTOET_10000000025 HISTOE_10000259469 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_15.png 8d514373e0f1f3508488d7a16fa5dece train
HISTOSM_10000286829 HISTOET_10000000025 HISTOE_10000259470 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_150.png 5ef31546a4bb27e06332c1d2fed787be train
HISTOSM_10000286830 HISTOET_10000000025 HISTOE_10000259471 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_151.png 00c30fbd0bdf2d417cceb03c044836c6 train
HISTOSM_10000286831 HISTOET_10000000025 HISTOE_10000259472 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_153.png 53bf8b78f9c8d2f00f7c8c60c3c40e68 validation
HISTOSM_10000286832 HISTOET_10000000025 HISTOE_10000259473 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_154.png d5b46c83b2ec4b67554c655f3731b52f train
HISTOSM_10000286833 HISTOET_10000000025 HISTOE_10000259474 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_155.png b590b5c6ff478eb7a512ef77c3061a2c train
HISTOSM_10000286834 HISTOET_10000000025 HISTOE_10000259475 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_156.png 12db2c25c83ef5d7c8977f849ea0a10f train
HISTOSM_10000286835 HISTOET_10000000025 HISTOE_10000259476 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_157.png b98d3b0edba1d224aa105ff105bb5335 train
HISTOSM_10000286836 HISTOET_10000000025 HISTOE_10000259477 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_158.png b7e7dd54708539f63903cc54dd2125c0 train
HISTOSM_10000286837 HISTOET_10000000025 HISTOE_10000259478 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_159.png 2715cd72211b24ce1f8e4833f5ce4337 train
HISTOSM_10000286838 HISTOET_10000000025 HISTOE_10000259479 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_16.png 99131fcc130eb900fb937fbbdc3bfea5 train
HISTOSM_10000286839 HISTOET_10000000025 HISTOE_10000259480 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_160.png d876e82b4fa5f9de1354e2151a79681c train
HISTOSM_10000286840 HISTOET_10000000025 HISTOE_10000259481 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_161.png b9af3c1777f70ad6a96b75115601fd26 train
HISTOSM_10000286841 HISTOET_10000000025 HISTOE_10000259482 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_162.png ff538d15a0ec6f6a8e3a58657f8d2145 train
HISTOSM_10000286842 HISTOET_10000000025 HISTOE_10000259483 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_163.png 70522f492a52fd9380f1c8b783f2da2d train
HISTOSM_10000286843 HISTOET_10000000025 HISTOE_10000259484 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_164.png 7089dfa37a73de446b5db945c10fbdab train
HISTOSM_10000286844 HISTOET_10000000025 HISTOE_10000259485 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_165.png 0b0fdfce7046d134ab405c653787c966 train
HISTOSM_10000286845 HISTOET_10000000025 HISTOE_10000259486 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_166.png 6fd03b438991773788b9a22acbf6ee1c validation
HISTOSM_10000286846 HISTOET_10000000025 HISTOE_10000259487 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_167.png 031f68c2385c40c6c2d31f715ff0c38a train
HISTOSM_10000286847 HISTOET_10000000025 HISTOE_10000259488 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_168.png f996c8b0914f69c4c14b8bf091491b88 train
HISTOSM_10000286848 HISTOET_10000000025 HISTOE_10000259489 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_169.png 53d0f4207ec83a62750237eeb89e8d41 validation
HISTOSM_10000286849 HISTOET_10000000025 HISTOE_10000259490 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_17.png 9da043aed2add81b474f624d90379ed8 validation
HISTOSM_10000286850 HISTOET_10000000025 HISTOE_10000259491 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_170.png 67d07e88106838f156d9ffe1893b60e7 train
HISTOSM_10000286851 HISTOET_10000000025 HISTOE_10000259492 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_171.png ce3a7707c7af0fd124c3dc62087b49b1 train
HISTOSM_10000286852 HISTOET_10000000025 HISTOE_10000259493 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_172.png 8f3d2e272759bca4ae1ed5c9842428b3 validation
HISTOSM_10000286853 HISTOET_10000000025 HISTOE_10000259494 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_173.png de3d5b9057a1d2d33de4cd6cea23a34d train
HISTOSM_10000286854 HISTOET_10000000025 HISTOE_10000259495 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_174.png ce12ec952aacfe7f7f560947ab598e01 train
HISTOSM_10000286855 HISTOET_10000000025 HISTOE_10000259496 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_175.png c905cb456f227c4ffbd0baeedd9880e5 train
HISTOSM_10000286856 HISTOET_10000000025 HISTOE_10000259497 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_176.png af8f0e8cb83d848bb06ac59e1b0a124a train
HISTOSM_10000286857 HISTOET_10000000025 HISTOE_10000259498 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_177.png 23320310a9c7381072c4d2eb59c93cfe train
HISTOSM_10000286858 HISTOET_10000000025 HISTOE_10000259499 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_178.png 465cd29074b749ccc0b7e90a1833a627 train
HISTOSM_10000286859 HISTOET_10000000025 HISTOE_10000259500 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_179.png 669487c9437059e624d0ca32472c6952 train
HISTOSM_10000286860 HISTOET_10000000025 HISTOE_10000259501 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_18.png 6eb89eac8542f0347cd972d5207184d4 train
HISTOSM_10000286861 HISTOET_10000000025 HISTOE_10000259502 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_180.png d0f980cc5b2b1f301dd56695949cf1f5 train
HISTOSM_10000286862 HISTOET_10000000025 HISTOE_10000259503 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_181.png 8062be1d1f4b07462f544734518e1d10 train
HISTOSM_10000286863 HISTOET_10000000025 HISTOE_10000259504 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_183.png 4632d5a2950b18ee2937c4d5b2003d8e train
HISTOSM_10000286864 HISTOET_10000000025 HISTOE_10000259505 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_184.png a4f86fd7d96098321403e8d94fbc4d4e train
HISTOSM_10000286865 HISTOET_10000000025 HISTOE_10000259506 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_19.png e9bf5ad47ba4418ee96f9fae32f62db4 validation
HISTOSM_10000286866 HISTOET_10000000025 HISTOE_10000259507 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_2.png 3df1786b46258a0f765247b89ac2f42a validation
HISTOSM_10000286867 HISTOET_10000000025 HISTOE_10000259508 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_20.png 1741e65e5166cd418ccfd6d187dc018a validation
HISTOSM_10000286868 HISTOET_10000000025 HISTOE_10000259509 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_21.png e11d4cac1fa7e3e66b045be8156258ca train
HISTOSM_10000286869 HISTOET_10000000025 HISTOE_10000259510 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_22.png e6ae2be3b7daba8d5990e7ab3ee436ce train
HISTOSM_10000286870 HISTOET_10000000025 HISTOE_10000259511 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_23.png fcc98351b10996e3c29d855280a712fa validation
HISTOSM_10000286871 HISTOET_10000000025 HISTOE_10000259512 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_24.png 5f670fbfb746019667db62b1b6cf3f71 train
HISTOSM_10000286872 HISTOET_10000000025 HISTOE_10000259513 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_25.png 52341aad8877b3294d84686b817d5dfb train
HISTOSM_10000286873 HISTOET_10000000025 HISTOE_10000259514 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_27.png 96d36182c4bb49db8e2bd7c02f35ca71 train
HISTOSM_10000286874 HISTOET_10000000025 HISTOE_10000259515 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_28.png 2f961a815b86fbcc3a265907ef7bdefc validation
HISTOSM_10000286875 HISTOET_10000000025 HISTOE_10000259516 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_3.png 776998c3939d0bcefb14dc0acb1c495e train
HISTOSM_10000286876 HISTOET_10000000025 HISTOE_10000259517 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_31.png 82cf017a0af51bcabb06e406503a32d6 train
HISTOSM_10000286877 HISTOET_10000000025 HISTOE_10000259518 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_34.png f75d446a07273013147abcff4a046f6e train
HISTOSM_10000286878 HISTOET_10000000025 HISTOE_10000259519 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_35.png ca432d8ce3e829094d495a1aece2e9f7 train
HISTOSM_10000286879 HISTOET_10000000025 HISTOE_10000259520 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_37.png 07133eac6873fd2879d7fa9e6f82e4af train
HISTOSM_10000286880 HISTOET_10000000025 HISTOE_10000259521 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_4.png bea3154453a9fa76ecf61fb5dc41b867 train
HISTOSM_10000286881 HISTOET_10000000025 HISTOE_10000259522 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_41.png feee76bf5e8cfc9aee76719f61a243fd train
HISTOSM_10000286882 HISTOET_10000000025 HISTOE_10000259523 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_46.png 3ecb06d3eda6aee4990861be83e85d99 train
HISTOSM_10000286883 HISTOET_10000000025 HISTOE_10000259524 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_47.png 4e7e20589d44156b0eb110fb76f37cc2 validation
HISTOSM_10000286884 HISTOET_10000000025 HISTOE_10000259525 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_5.png 78b5f43a1823f3e874128217773c7374 train
HISTOSM_10000286885 HISTOET_10000000025 HISTOE_10000259526 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_50.png a7b38b7fa6d3c562daade2a749d92904 train
HISTOSM_10000286886 HISTOET_10000000025 HISTOE_10000259527 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_51.png 0f968339f90817ed3b07bde6de12a433 train
HISTOSM_10000286887 HISTOET_10000000025 HISTOE_10000259528 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_52.png ccf66ba90cb831eb9357bc912dc6a08f train
HISTOSM_10000286888 HISTOET_10000000025 HISTOE_10000259529 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_53.png 8a9947b75f883cc2f2a6d108e67a79c1 train
HISTOSM_10000286889 HISTOET_10000000025 HISTOE_10000259530 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_54.png 18213ca5aeafe4e3f3659e135da10b05 train
HISTOSM_10000286890 HISTOET_10000000025 HISTOE_10000259531 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_55.png 1cf1102b9ebc2393f0032d4dc8d0adf2 train
HISTOSM_10000286891 HISTOET_10000000025 HISTOE_10000259532 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_56.png 9f1a690c0497a023992fb5e01f96ed28 train
HISTOSM_10000286892 HISTOET_10000000025 HISTOE_10000259533 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_57.png 068490692d4f65fa746bdcd272a98682 train
HISTOSM_10000286893 HISTOET_10000000025 HISTOE_10000259534 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_58.png a53fd34d41e32f71c9dd93593f930f5f train
HISTOSM_10000286894 HISTOET_10000000025 HISTOE_10000259535 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_59.png 23f70fd7e479012aada58a98babc2f25 train
HISTOSM_10000286895 HISTOET_10000000025 HISTOE_10000259536 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_60.png b02c1a74d1e7589573c0f0023271fe84 train
HISTOSM_10000286896 HISTOET_10000000025 HISTOE_10000259537 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_61.png 8e2ddf39c0bf939259342764f4d34fde train
HISTOSM_10000286897 HISTOET_10000000025 HISTOE_10000259538 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_63.png 1df310768d63fc4c07d29b98ca680362 train
HISTOSM_10000286898 HISTOET_10000000025 HISTOE_10000259539 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_64.png c80942f396c747a415611b67da8371aa validation
HISTOSM_10000286899 HISTOET_10000000025 HISTOE_10000259540 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_66.png d031928eedc413bd2f64723cdaf6359c train
HISTOSM_10000286900 HISTOET_10000000025 HISTOE_10000259541 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_67.png 1e0d4b8550c71ad812382127e2338b87 validation
HISTOSM_10000286901 HISTOET_10000000025 HISTOE_10000259542 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_68.png eb52b90a3f21df43c14ad12d369a672d train
HISTOSM_10000286902 HISTOET_10000000025 HISTOE_10000259543 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_69.png c86ed067a72a4bdfe5e5c3eaaed91510 train
HISTOSM_10000286903 HISTOET_10000000025 HISTOE_10000259544 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_7.png 73e518580ca6fa07f17c3965f1127100 train
HISTOSM_10000286904 HISTOET_10000000025 HISTOE_10000259545 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_70.png ce1d3821b73da1e2e0f28d6250028368 train
HISTOSM_10000286905 HISTOET_10000000025 HISTOE_10000259546 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_71.png 52c842650b0706c49ee92cd36f041ca6 train
HISTOSM_10000286906 HISTOET_10000000025 HISTOE_10000259547 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_72.png 073fa9fceaaac74163ad211dc1350dea train
HISTOSM_10000286907 HISTOET_10000000025 HISTOE_10000259548 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_73.png 7c8aa749e0db214582bdcd602c44eccd validation
HISTOSM_10000286908 HISTOET_10000000025 HISTOE_10000259549 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_74.png 9c09c8e56503958d0f89b42fb66c95a6 train
HISTOSM_10000286909 HISTOET_10000000025 HISTOE_10000259550 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_75.png 243c9f3a6917b4e319dd8f175d7e8d22 train
HISTOSM_10000286910 HISTOET_10000000025 HISTOE_10000259551 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_76.png a3b6259c67c6efb9a1463970bbef12d2 train
HISTOSM_10000286911 HISTOET_10000000025 HISTOE_10000259552 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_77.png 5dcd8bf909345784d154e456e2825f59 train
HISTOSM_10000286912 HISTOET_10000000025 HISTOE_10000259553 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_78.png 0a5a19ae626fee67f1b0b6c8d64c7117 train
HISTOSM_10000286913 HISTOET_10000000025 HISTOE_10000259554 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_79.png 3d5b913c3e3468d5284c78f9e54bbfd2 validation
HISTOSM_10000286914 HISTOET_10000000025 HISTOE_10000259555 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_8.png b19c7ef36bfb1dc48f88f617ba61d49c train
HISTOSM_10000286915 HISTOET_10000000025 HISTOE_10000259556 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_80.png c55d89e831d04aa147477ff8df4a168e train
HISTOSM_10000286916 HISTOET_10000000025 HISTOE_10000259557 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_81.png 0a7de1e9e25fe1a2d2aa33aa88fe76c6 train
HISTOSM_10000286917 HISTOET_10000000025 HISTOE_10000259558 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_82.png 2fd396c36063100c4825e2d126d0b267 train
HISTOSM_10000286918 HISTOET_10000000025 HISTOE_10000259559 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_83.png 0b49f13ec98495db8bfe290fe5190a4b validation
HISTOSM_10000286919 HISTOET_10000000025 HISTOE_10000259560 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_84.png 6fb41c60813a0ae3f521c0cd2fdb62c3 validation
HISTOSM_10000286920 HISTOET_10000000025 HISTOE_10000259561 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_85.png d5eb66c2c138b75a952f1051274119c9 train
HISTOSM_10000286921 HISTOET_10000000025 HISTOE_10000259562 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_86.png 822f0a5142786d7170e63cdbe06dda6d train
HISTOSM_10000286922 HISTOET_10000000025 HISTOE_10000259563 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_87.png be53df35c377a2c9b8206ca5da84ab2a validation
HISTOSM_10000286923 HISTOET_10000000025 HISTOE_10000259564 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_88.png 4b30ae0fce17f50871e2e142def63445 train
HISTOSM_10000286924 HISTOET_10000000025 HISTOE_10000259565 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_89.png 0bccf04748407afa1f975020936532e2 train
HISTOSM_10000286925 HISTOET_10000000025 HISTOE_10000259566 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_9.png fe36d2a8d12c0798a9e8ae06631ebf3d train
HISTOSM_10000286926 HISTOET_10000000025 HISTOE_10000259567 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_91.png e3538afb182319fd9a1851dffb8801ca validation
HISTOSM_10000286927 HISTOET_10000000025 HISTOE_10000259568 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_92.png d3e7d33a151e3b3d6793885093e9140c train
HISTOSM_10000286928 HISTOET_10000000025 HISTOE_10000259569 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_93.png 309a5fe0c825ac9343d7c03c42f208a9 train
HISTOSM_10000286929 HISTOET_10000000025 HISTOE_10000259570 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/PGI_image_94.png d1476a1899af735e96c7dcadb3a15e46 validation
HISTOSM_10000286930 HISTOET_10000000025 HISTOE_10000259571 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_95.png c44261b2e3948f2fe2f5c393b6c56c5a train
HISTOSM_10000286931 HISTOET_10000000025 HISTOE_10000259572 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_96.png bddfbe400b294f495c539c11da74d348 train
HISTOSM_10000286932 HISTOET_10000000025 HISTOE_10000259573 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_97.png 60026110d41d8a44de49ea1465ccd612 train
HISTOSM_10000286933 HISTOET_10000000025 HISTOE_10000259574 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_98.png 351dc8837840423229379343f13eba74 train
HISTOSM_10000286934 HISTOET_10000000025 HISTOE_10000259575 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/PGI_image_99.png f460fc37bc209470c85dee1c6496fbf2 train
HISTOSM_10000286935 HISTOET_10000000025 HISTOE_10000259576 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/whitebg0.png 3ab6ae21e5b65824a238f1096b14bcb3 train
HISTOSM_10000286936 HISTOET_10000000025 HISTOE_10000259577 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/whitebg1.png 3ab6ae21e5b65824a238f1096b14bcb3 train
HISTOSM_10000286945 HISTOET_10000000025 HISTOE_10000259578 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/whitebg10.png 3ab6ae21e5b65824a238f1096b14bcb3 train
HISTOSM_10000286946 HISTOET_10000000025 HISTOE_10000259579 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/whitebg11.png 3ab6ae21e5b65824a238f1096b14bcb3 train
HISTOSM_10000286947 HISTOET_10000000025 HISTOE_10000259580 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/whitebg12.png 3ab6ae21e5b65824a238f1096b14bcb3 train
HISTOSM_10000286948 HISTOET_10000000025 HISTOE_10000259581 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/whitebg13.png 3ab6ae21e5b65824a238f1096b14bcb3 train
HISTOSM_10000286949 HISTOET_10000000025 HISTOE_10000259582 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/whitebg14.png 3ab6ae21e5b65824a238f1096b14bcb3 train
HISTOSM_10000286950 HISTOET_10000000025 HISTOE_10000259583 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/whitebg15.png 3ab6ae21e5b65824a238f1096b14bcb3 train
HISTOSM_10000286951 HISTOET_10000000025 HISTOE_10000259584 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/whitebg16.png 3ab6ae21e5b65824a238f1096b14bcb3 train
HISTOSM_10000286952 HISTOET_10000000025 HISTOE_10000259585 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/whitebg17.png 3ab6ae21e5b65824a238f1096b14bcb3 train
HISTOSM_10000286953 HISTOET_10000000025 HISTOE_10000259586 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/whitebg18.png 3ab6ae21e5b65824a238f1096b14bcb3 validation
HISTOSM_10000286954 HISTOET_10000000025 HISTOE_10000259587 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/whitebg19.png 3ab6ae21e5b65824a238f1096b14bcb3 train
HISTOSM_10000286937 HISTOET_10000000025 HISTOE_10000259588 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/whitebg2.png 3ab6ae21e5b65824a238f1096b14bcb3 train
HISTOSM_10000286955 HISTOET_10000000025 HISTOE_10000259589 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/whitebg20.png 3ab6ae21e5b65824a238f1096b14bcb3 train
HISTOSM_10000286956 HISTOET_10000000025 HISTOE_10000259590 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/whitebg21.png 3ab6ae21e5b65824a238f1096b14bcb3 train
HISTOSM_10000286957 HISTOET_10000000025 HISTOE_10000259591 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/whitebg22.png 3ab6ae21e5b65824a238f1096b14bcb3 train
HISTOSM_10000286938 HISTOET_10000000025 HISTOE_10000259592 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/whitebg3.png 3ab6ae21e5b65824a238f1096b14bcb3 train
HISTOSM_10000286939 HISTOET_10000000025 HISTOE_10000259593 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/whitebg4.png 3ab6ae21e5b65824a238f1096b14bcb3 validation
HISTOSM_10000286940 HISTOET_10000000025 HISTOE_10000259594 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/whitebg5.png 3ab6ae21e5b65824a238f1096b14bcb3 train
HISTOSM_10000286941 HISTOET_10000000025 HISTOE_10000259595 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/whitebg6.png 3ab6ae21e5b65824a238f1096b14bcb3 validation
HISTOSM_10000286942 HISTOET_10000000025 HISTOE_10000259596 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/train/masks/whitebg7.png 3ab6ae21e5b65824a238f1096b14bcb3 train
HISTOSM_10000286943 HISTOET_10000000025 HISTOE_10000259597 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/whitebg8.png 3ab6ae21e5b65824a238f1096b14bcb3 validation
HISTOSM_10000286944 HISTOET_10000000025 HISTOE_10000259598 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/validation/masks/whitebg9.png 3ab6ae21e5b65824a238f1096b14bcb3 validation
HISTOSM_10000286981 HISTOET_10000000025 HISTOE_10000259599 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/7.png b88c7de460794ea4b54e9d538053d766 test
HISTOSM_10000286982 HISTOET_10000000025 HISTOE_10000259600 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/11.png 06f8731967b8e41155fa4b606828df30 test
HISTOSM_10000286983 HISTOET_10000000025 HISTOE_10000259601 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/26.png 6f35ce21ed814a71e950e31c10a9684f test
HISTOSM_10000286984 HISTOET_10000000025 HISTOE_10000259602 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/35.png dde2fddbe4ad17d43130ccf932e598b1 test
HISTOSM_10000286985 HISTOET_10000000025 HISTOE_10000259603 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/21.png 2800ca544defb1c1a38236cfbf8955d4 test
HISTOSM_10000286986 HISTOET_10000000025 HISTOE_10000259604 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/20.png 4721331bad10255ecbe29d7dabed12d4 test
HISTOSM_10000286987 HISTOET_10000000025 HISTOE_10000259605 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/19.png 0f6281ee7d3994371e3478239cdc870a test
HISTOSM_10000286988 HISTOET_10000000025 HISTOE_10000259606 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/1.png 095c9f15c51c96deebaa38b54cdc10df test
HISTOSM_10000286989 HISTOET_10000000025 HISTOE_10000259607 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/32.png 108d1ae151707e1a434ba5439fe1734c test
HISTOSM_10000286990 HISTOET_10000000025 HISTOE_10000259608 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/38.png 481577dcafd6b4ba7bd7b4b009f4e232 test
HISTOSM_10000286991 HISTOET_10000000025 HISTOE_10000259609 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/16.png 9b352d612b5b63ff19fc5edcb5c050ee test
HISTOSM_10000286992 HISTOET_10000000025 HISTOE_10000259610 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/0.png e913c72ef5e269c7adfec1dc663a3dfe test
HISTOSM_10000286993 HISTOET_10000000025 HISTOE_10000259611 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/46.png 565f13597cf2b953691ea08d5c8bc5a7 test
HISTOSM_10000286994 HISTOET_10000000025 HISTOE_10000259612 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/10.png 9f82b9e3c5e2e42954172a0397f02c9c test
HISTOSM_10000286995 HISTOET_10000000025 HISTOE_10000259613 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/2.png d380020b2e29cf596da652184b16e406 test
HISTOSM_10000286996 HISTOET_10000000025 HISTOE_10000259614 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/5.png b21a454ecf9485c70ab48529c8281f5d test
HISTOSM_10000286997 HISTOET_10000000025 HISTOE_10000259615 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/40.png 38ce3ad75a00a68e5e8cfbda6205aafe test
HISTOSM_10000286998 HISTOET_10000000025 HISTOE_10000259616 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/42.png a451ddac00daad22a1c5711119f4d0fb test
HISTOSM_10000286999 HISTOET_10000000025 HISTOE_10000259617 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/6.png d9c11b4f57528796b8b0a497048a6641 test
HISTOSM_10000287000 HISTOET_10000000025 HISTOE_10000259618 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/34.png ef9c2563bc0562e22bdbb30fbecbe01c test
HISTOSM_10000287001 HISTOET_10000000025 HISTOE_10000259619 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/43.png ee5ffd1d6d15491b8fcaccad3ad9e0fe test
HISTOSM_10000286959 HISTOET_10000000025 HISTOE_10000259847 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/24.png 5fabe2456facc299818a8eeedc64b3fe test
HISTOSM_10000286960 HISTOET_10000000025 HISTOE_10000259848 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/27.png de1f049a5032014e0719b60725aed0b1 test
HISTOSM_10000286961 HISTOET_10000000025 HISTOE_10000259849 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/23.png 5c7b9db617f7e5539d6931da053fec24 test
HISTOSM_10000286962 HISTOET_10000000025 HISTOE_10000259850 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/18.png bdc1921c27e3d27e43132c28bcb23dd7 test
HISTOSM_10000286963 HISTOET_10000000025 HISTOE_10000259851 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/14.png fdd460afe19e4243447d62c0faedd31d test
HISTOSM_10000286964 HISTOET_10000000025 HISTOE_10000259852 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/39.png 7c983999ee610d5b843e727132f10dd1 test
HISTOSM_10000286965 HISTOET_10000000025 HISTOE_10000259853 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/12.png 1e24719a62ed998ecdb4e78d6bd9c866 test
HISTOSM_10000286966 HISTOET_10000000025 HISTOE_10000259854 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/37.png 3cda3c3c7bd67ee2ce7b9109b61eaac6 test
HISTOSM_10000286967 HISTOET_10000000025 HISTOE_10000259855 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/8.png 45c1f80aae730155e6c77f2f19d5fc0b test
HISTOSM_10000286968 HISTOET_10000000025 HISTOE_10000259856 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/31.png 09cb73af15610caa960493884f5cf9af test
HISTOSM_10000286969 HISTOET_10000000025 HISTOE_10000259857 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/22.png 874da2adcc3e561a41b1f2a710ddcc9c test
HISTOSM_10000286970 HISTOET_10000000025 HISTOE_10000259858 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/36.png 3275ade8b38d64c828824d0545a61f03 test
HISTOSM_10000286971 HISTOET_10000000025 HISTOE_10000259859 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/13.png 4c87838f3ebec8a40f35d00ba9804279 test
HISTOSM_10000286972 HISTOET_10000000025 HISTOE_10000259860 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/28.png 97ef7f40ffc1100ebce21ff36f87e81e test
HISTOSM_10000286973 HISTOET_10000000025 HISTOE_10000259861 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/17.png 4aba0275ef0c93d0f9a35d07622da891 test
HISTOSM_10000286974 HISTOET_10000000025 HISTOE_10000259862 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/44.png 146381d41b6c395e27035239b13aace8 test
HISTOSM_10000286975 HISTOET_10000000025 HISTOE_10000259863 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/33.png d64fee5e8a18bd918c1c362ea69525ff test
HISTOSM_10000286976 HISTOET_10000000025 HISTOE_10000259864 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/4.png 97405c1b6b546cdd3d274eb6dd687dac test
HISTOSM_10000286977 HISTOET_10000000025 HISTOE_10000259865 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/9.png 408361321b259d8f01749ae7d62a65f0 test
HISTOSM_10000286978 HISTOET_10000000025 HISTOE_10000259866 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/41.png 5956a2860ca08ec563563f06c1ecdf77 test
HISTOSM_10000286979 HISTOET_10000000025 HISTOE_10000259867 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/15.png 67eda9bfb5971ca301ceea9306f2a6a6 test
HISTOSM_10000286980 HISTOET_10000000025 HISTOE_10000259868 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/45.png c3ca4dfa2b2a35a01bbfd7812bcd0f60 test
HISTOSM_10000286958 HISTOET_10000000025 HISTOE_10000259869 Derived N/A Haematoxylin and eosin staining (H&E) Variable (100x, 200x and 400x) Formalin all_data/test/masks/25.png 35a080da63ba74b0b58d834fd8416bf4 test

Experiment ID Image File Name (with path) Image Preview Image Size
HISTOE_10000259414all_data/validation/images/PGI_image_0.jpg

Download Image		 784K
HISTOE_10000259415all_data/train/images/PGI_image_1.jpg

Download Image		 892K
HISTOE_10000259416all_data/train/images/PGI_image_10.jpg

Download Image		 764K
HISTOE_10000259417all_data/train/images/PGI_image_100.tif Unable to preview image
Download Image		 3.2M
HISTOE_10000259418all_data/train/images/PGI_image_101.tif Unable to preview image
Download Image		 3.4M
HISTOE_10000259419all_data/validation/images/PGI_image_102.tif Unable to preview image
Download Image		 4.1M
HISTOE_10000259420all_data/train/images/PGI_image_103.tif Unable to preview image
Download Image		 3.7M
HISTOE_10000259421all_data/train/images/PGI_image_104.tif Unable to preview image
Download Image		 3.9M
HISTOE_10000259422all_data/train/images/PGI_image_105.tif Unable to preview image
Download Image		 4.1M
HISTOE_10000259423all_data/train/images/PGI_image_106.tif Unable to preview image
Download Image		 4.5M
HISTOE_10000259424all_data/train/images/PGI_image_107.tif Unable to preview image
Download Image		 3.4M
HISTOE_10000259425all_data/validation/images/PGI_image_108.tif Unable to preview image
Download Image		 4.3M
HISTOE_10000259426all_data/train/images/PGI_image_109.tif Unable to preview image
Download Image		 4.8M
HISTOE_10000259427all_data/train/images/PGI_image_11.jpg

Download Image		 836K
HISTOE_10000259428all_data/train/images/PGI_image_110.tif Unable to preview image
Download Image		 4.4M
HISTOE_10000259429all_data/train/images/PGI_image_111.tif Unable to preview image
Download Image		 3.9M
HISTOE_10000259430all_data/train/images/PGI_image_112.tif Unable to preview image
Download Image		 3.9M
HISTOE_10000259431all_data/train/images/PGI_image_113.tif Unable to preview image
Download Image		 3.7M
HISTOE_10000259432all_data/train/images/PGI_image_114.tif Unable to preview image
Download Image		 3.0M
HISTOE_10000259433all_data/train/images/PGI_image_115.tif Unable to preview image
Download Image		 3.8M
HISTOE_10000259434all_data/train/images/PGI_image_116.tif Unable to preview image
Download Image		 3.7M
HISTOE_10000259435all_data/validation/images/PGI_image_117.tif Unable to preview image
Download Image		 4.2M
HISTOE_10000259436all_data/train/images/PGI_image_118.tif Unable to preview image
Download Image		 3.8M
HISTOE_10000259437all_data/validation/images/PGI_image_119.tif Unable to preview image
Download Image		 3.1M
HISTOE_10000259438all_data/validation/images/PGI_image_12.jpg

Download Image		 760K
HISTOE_10000259439all_data/validation/images/PGI_image_120.tif Unable to preview image
Download Image		 3.2M
HISTOE_10000259440all_data/train/images/PGI_image_122.tif Unable to preview image
Download Image		 4.0M
HISTOE_10000259441all_data/train/images/PGI_image_123.tif Unable to preview image
Download Image		 3.9M
HISTOE_10000259442all_data/train/images/PGI_image_124.tif Unable to preview image
Download Image		 5.1M
HISTOE_10000259443all_data/train/images/PGI_image_125.tif Unable to preview image
Download Image		 4.2M
HISTOE_10000259444all_data/train/images/PGI_image_126.tif Unable to preview image
Download Image		 3.9M
HISTOE_10000259445all_data/train/images/PGI_image_127.tif Unable to preview image
Download Image		 4.1M
HISTOE_10000259446all_data/train/images/PGI_image_128.tif Unable to preview image
Download Image		 5.3M
HISTOE_10000259447all_data/train/images/PGI_image_13.jpg

Download Image		 1.2M
HISTOE_10000259448all_data/train/images/PGI_image_130.tif Unable to preview image
Download Image		 3.3M
HISTOE_10000259449all_data/train/images/PGI_image_131.tif Unable to preview image
Download Image		 3.4M
HISTOE_10000259450all_data/train/images/PGI_image_132.tif Unable to preview image
Download Image		 4.2M
HISTOE_10000259451all_data/validation/images/PGI_image_133.tif Unable to preview image
Download Image		 5.2M
HISTOE_10000259452all_data/train/images/PGI_image_134.tif Unable to preview image
Download Image		 3.5M
HISTOE_10000259453all_data/train/images/PGI_image_135.tif Unable to preview image
Download Image		 4.5M
HISTOE_10000259454all_data/train/images/PGI_image_136.tif Unable to preview image
Download Image		 5.0M
HISTOE_10000259455all_data/validation/images/PGI_image_137.tif Unable to preview image
Download Image		 4.6M
HISTOE_10000259456all_data/train/images/PGI_image_138.tif Unable to preview image
Download Image		 4.0M
HISTOE_10000259457all_data/train/images/PGI_image_139.tif Unable to preview image
Download Image		 4.6M
HISTOE_10000259458all_data/validation/images/PGI_image_14.jpg

Download Image		 1.1M
HISTOE_10000259459all_data/train/images/PGI_image_140.tif Unable to preview image
Download Image		 4.2M
HISTOE_10000259460all_data/train/images/PGI_image_141.tif Unable to preview image
Download Image		 4.5M
HISTOE_10000259461all_data/train/images/PGI_image_142.tif Unable to preview image
Download Image		 5.0M
HISTOE_10000259462all_data/train/images/PGI_image_143.tif Unable to preview image
Download Image		 4.3M
HISTOE_10000259463all_data/train/images/PGI_image_144.tif Unable to preview image
Download Image		 4.5M
HISTOE_10000259464all_data/train/images/PGI_image_145.tif Unable to preview image
Download Image		 4.2M
HISTOE_10000259465all_data/train/images/PGI_image_146.tif Unable to preview image
Download Image		 3.6M
HISTOE_10000259466all_data/train/images/PGI_image_147.tif Unable to preview image
Download Image		 5.4M
HISTOE_10000259467all_data/train/images/PGI_image_148.tif Unable to preview image
Download Image		 3.3M
HISTOE_10000259468all_data/validation/images/PGI_image_149.tif Unable to preview image
Download Image		 4.4M
HISTOE_10000259469all_data/train/images/PGI_image_15.jpg

Download Image		 836K
HISTOE_10000259470all_data/train/images/PGI_image_150.tif Unable to preview image
Download Image		 4.5M
HISTOE_10000259471all_data/train/images/PGI_image_151.tif Unable to preview image
Download Image		 4.5M
HISTOE_10000259472all_data/validation/images/PGI_image_153.tif Unable to preview image
Download Image		 5.4M
HISTOE_10000259473all_data/train/images/PGI_image_154.tif Unable to preview image
Download Image		 5.3M
HISTOE_10000259474all_data/train/images/PGI_image_155.tif Unable to preview image
Download Image		 4.1M
HISTOE_10000259475all_data/train/images/PGI_image_156.tif Unable to preview image
Download Image		 4.0M
HISTOE_10000259476all_data/train/images/PGI_image_157.tif Unable to preview image
Download Image		 4.8M
HISTOE_10000259477all_data/train/images/PGI_image_158.tif Unable to preview image
Download Image		 5.0M
HISTOE_10000259478all_data/train/images/PGI_image_159.tif Unable to preview image
Download Image		 3.2M
HISTOE_10000259479all_data/train/images/PGI_image_16.jpg

Download Image		 1.2M
HISTOE_10000259480all_data/train/images/PGI_image_160.tif Unable to preview image
Download Image		 4.7M
HISTOE_10000259481all_data/train/images/PGI_image_161.tif Unable to preview image
Download Image		 3.2M
HISTOE_10000259482all_data/train/images/PGI_image_162.tif Unable to preview image
Download Image		 3.6M
HISTOE_10000259483all_data/train/images/PGI_image_163.tif Unable to preview image
Download Image		 4.7M
HISTOE_10000259484all_data/train/images/PGI_image_164.tif Unable to preview image
Download Image		 4.3M
HISTOE_10000259485all_data/train/images/PGI_image_165.tif Unable to preview image
Download Image		 4.0M
HISTOE_10000259486all_data/validation/images/PGI_image_166.tif Unable to preview image
Download Image		 3.9M
HISTOE_10000259487all_data/train/images/PGI_image_167.tif Unable to preview image
Download Image		 5.2M
HISTOE_10000259488all_data/train/images/PGI_image_168.tif Unable to preview image
Download Image		 5.1M
HISTOE_10000259489all_data/validation/images/PGI_image_169.tif Unable to preview image
Download Image		 4.9M
HISTOE_10000259490all_data/validation/images/PGI_image_17.jpg

Download Image		 1.2M
HISTOE_10000259491all_data/train/images/PGI_image_170.tif Unable to preview image
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Experiment ID Image File Name (with path) Image Preview Image Size



Indian Biological Images Archive

A comprehensive online respository of all types of biological images including but not limited to multispectral and hyperspectral imaging, thermal imaging, microscopy images (confocal, simple microscope, scanning electron microscope, light sheet microscopy, etc.), agricultural images, livestock images, marine images, unmanned aerial vehicle (UAV) images, medical images (such as digital X-ray, CT, MRI, PET, Ultrasound, histopathology images, etc.) and the associated metadata.

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