Datasets:

nirschl-lab
/

nirschl_et_al_2018

image_id string	label class label	label_name string	dataset string	domain string	institution string	license string	microns_per_pixel float32	modality string	ncbitaxon_id string	ncbitaxon_name string	pmid string	split string	stain string	subdomain string	submodality string	synthetic bool	bto_id string	bto_name string	cellontology_id string	cellontology_name string	classes_to_idx string	comment string	dataset_name string	dataset_slug string	dataset_parent string	filename string	file_size int32	fma_id string	fma_name string	instance_count string	image_md5 string	label_task string	label_additional_info string	label_description string	label_synonyms string	last_updated string	loinc_id string	mesh_id string	mesh_name string	ncit_id string	normal_or_abnormal string	original_filename string	phash string	snomedct_id string	supported_tasks string	caption string
afc2502b-b2ae-418c-8e96-504eb6f470b0	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00363_afc2502b_33543_split-train_chronic-heart-failure.png	131,770	null	null	null	eb30b103577588f5b7480c7c60e5e7f3	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:00.769Z	null	null	null	NCIT_C50577	abnormal	33543_0_fal_11_0.png	null	SCTID_48447003	multi_class	null
b2350fc1-5be3-444a-91c5-a56559c230b8	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00950_b2350fc1_36133_split-train_not-chronic-heart-failure.png	128,874	null	null	null	329ec3767e92cd26ac9d60a8fa4b9e18	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:00.789Z	null	null	null	null	normal	36133_1_nrm_25_0.png	null	null	multi_class	null
ede97942-ae46-42d1-b294-5694c213e0e9	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00044_ede97942_33387_split-train_chronic-heart-failure.png	152,936	null	null	null	ee58ad5903b2a9677d8a1ef91a94d1db	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:00.794Z	null	null	null	NCIT_C50577	abnormal	33387_0_fal_11_0.png	null	SCTID_48447003	multi_class	null
4f022002-ba06-4e0f-a235-08b69cf42054	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00721_4f022002_35636_split-train_not-chronic-heart-failure.png	159,923	null	null	null	860fdeb92c0d58f9f060a0fea985430c	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:00.800Z	null	null	null	NCIT_C162623	normal	35636_1_nrm_33_0.png	null	SCTID_61618002	multi_class	null
e2818708-65c2-47ac-801f-451c517a6e75	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00050_e2818708_33387_split-train_chronic-heart-failure.png	149,136	null	null	null	3efbb5d9d8f00500621f44968fc05af3	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:00.820Z	null	null	null	NCIT_C50577	abnormal	33387_0_fal_2_0.png	null	SCTID_48447003	multi_class	null
63076ecf-8013-4437-85d5-79f30c1adad8	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00474_63076ecf_34078_split-train_chronic-heart-failure.png	148,617	null	null	null	cf055c8d2639b8e7b75c6789e8eaf9af	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:00.834Z	null	null	null	NCIT_C50577	abnormal	34078_0_fal_17_0.png	null	SCTID_48447003	multi_class	null
a365bcf9-abaf-4e45-a182-351a0bdc9190	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00138_a365bcf9_33411_split-train_chronic-heart-failure.png	154,246	null	null	null	c7b18b70131cbff790621f8d89f95bfb	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:00.838Z	null	null	null	NCIT_C50577	abnormal	33411_0_fal_30_0.png	null	SCTID_48447003	multi_class	null
d09d21c8-1cfb-46d9-92d7-3b37afc92754	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00569_d09d21c8_35591_split-train_not-chronic-heart-failure.png	137,296	null	null	null	f41c1d48528946441d93aac458173121	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:00.877Z	null	null	null	null	normal	35591_1_nrm_43_0.png	null	null	multi_class	null
da8d4dd3-8fa8-4332-9339-dba79585eacc	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00320_da8d4dd3_33487_split-train_chronic-heart-failure.png	158,218	null	null	null	a2bde11b3c9731b9c9b25a82b3c414bf	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:00.880Z	null	null	null	NCIT_C50577	abnormal	33487_0_fal_14_0.png	null	SCTID_48447003	multi_class	null
221f8e7a-711e-4248-8567-fd6cfa5b6b1a	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00662_221f8e7a_35624_split-train_not-chronic-heart-failure.png	141,989	null	null	null	1d27b3a4d96f4769821bddf196a2c229	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:00.882Z	null	null	null	NCIT_C162623	normal	35624_1_nrm_2_0.png	null	SCTID_61618002	multi_class	null
19e32d4b-6e39-4b72-8a9e-b944ab970504	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	01045_19e32d4b_36157_split-train_not-chronic-heart-failure.png	138,276	null	null	null	054a51e574c0f41c72cbe171d8ca1df6	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:00.891Z	null	null	null	NCIT_C162623	normal	36157_1_nrm_15_0.png	null	SCTID_61618002	multi_class	null
4372a8a7-f51e-4bbc-8f6f-0a32228dc22c	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00479_4372a8a7_34078_split-train_chronic-heart-failure.png	146,022	null	null	null	d49464b9d8223346762c0743c297fc79	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:00.907Z	null	null	null	NCIT_C50577	abnormal	34078_0_fal_2_0.png	null	SCTID_48447003	multi_class	null
42c4246b-bf25-420a-b24b-568c6bd795b7	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00570_42c4246b_35591_split-train_not-chronic-heart-failure.png	138,970	null	null	null	cf1db9bdff05cccb90b57bd862383ade	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:00.913Z	null	null	null	null	normal	35591_1_nrm_51_0.png	null	null	multi_class	null
494e84bb-e399-4dd1-82c7-cfd4a7a6bb54	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00908_494e84bb_36125_split-train_not-chronic-heart-failure.png	137,924	null	null	null	ab516598fae1a33ff676524ea7733aeb	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:00.929Z	null	null	null	NCIT_C162623	normal	36125_1_nrm_39_0.png	null	SCTID_61618002	multi_class	null
8a1142c7-1f66-42a3-903f-c27e942d9949	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00821_8a1142c7_35877_split-train_not-chronic-heart-failure.png	130,704	null	null	null	107b765c3d7fed56aa990db41f0e348e	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:00.940Z	null	null	null	NCIT_C162623	normal	35877_1_nrm_17_0.png	null	SCTID_61618002	multi_class	null
dc37e453-d7ca-4065-adfe-319a654b5daf	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00814_dc37e453_35877_split-train_not-chronic-heart-failure.png	137,202	null	null	null	e9b8d402a2895db64bfe207a44e4b14e	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:00.943Z	null	null	null	NCIT_C162623	normal	35877_1_nrm_10_0.png	null	SCTID_61618002	multi_class	null
acc02b06-5a47-4753-add3-d1b06db13879	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00211_acc02b06_33422_split-train_chronic-heart-failure.png	135,577	null	null	null	f04e4ffb6179851a92b0752b44f874cf	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:00.946Z	null	null	null	NCIT_C50577	abnormal	33422_0_fal_18_0.png	null	SCTID_48447003	multi_class	null
f5460a21-1db1-4105-a098-73f3b97ed759	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00478_f5460a21_34078_split-train_chronic-heart-failure.png	157,143	null	null	null	e7c135b1c4ee9e4d341032086dd0a955	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:00.963Z	null	null	null	NCIT_C50577	abnormal	34078_0_fal_29_0.png	null	SCTID_48447003	multi_class	null
67ad9355-5faa-471c-9234-8987698f96a6	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	01140_67ad9355_36176_split-train_not-chronic-heart-failure.png	138,764	null	null	null	0245e94d7b8250b47b46b72ba7c56015	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:00.993Z	null	null	null	NCIT_C162623	normal	36176_1_nrm_34_0.png	null	SCTID_61618002	multi_class	null
724f8a0e-cd99-4e3e-b57d-f29b7760e595	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00901_724f8a0e_36124_split-train_not-chronic-heart-failure.png	146,636	null	null	null	26f27b19106f5dd8a33472740603fc33	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.002Z	null	null	null	NCIT_C162623	normal	36124_1_nrm_6_0.png	null	SCTID_61618002	multi_class	null
1f4c3f3f-e3cf-45fc-8a8c-a76340ca2391	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00867_1f4c3f3f_36112_split-train_not-chronic-heart-failure.png	130,090	null	null	null	24f6c2fb38267f2744f420523f17138d	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.006Z	null	null	null	null	normal	36112_1_nrm_28_0.png	null	null	multi_class	null
348abaca-8c9a-4a48-a4e9-63800c48abe4	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00761_348abaca_35645_split-train_not-chronic-heart-failure.png	147,764	null	null	null	4aa402132aa6189f7e12c769a69e3a3b	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.015Z	null	null	null	null	normal	35645_1_nrm_30_0.png	null	null	multi_class	null
8b21ea38-22fd-4301-a4ec-2ff87f3089cb	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00619_8b21ea38_35604_split-train_not-chronic-heart-failure.png	149,505	null	null	null	c4b62863a823065d5433ce83e4eb5158	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.025Z	null	null	null	NCIT_C162623	normal	35604_1_nrm_27_0.png	null	SCTID_61618002	multi_class	null
98b6a834-bbf6-47e3-8d69-400dfe00b05c	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00796_98b6a834_35650_split-train_not-chronic-heart-failure.png	156,398	null	null	null	8523ca39b5ee4665e324ed78a56cbef0	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.029Z	null	null	null	null	normal	35650_1_nrm_32_0.png	null	null	multi_class	null
f3388d9c-d9df-406b-834c-3adca78d63ef	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00269_f3388d9c_33478_split-train_chronic-heart-failure.png	151,430	null	null	null	874af00bccad77b0217bf9ea2ddfb0df	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.060Z	null	null	null	NCIT_C50577	abnormal	33478_0_fal_40_0.png	null	SCTID_48447003	multi_class	null
c0a2ad85-1d78-42e9-8c5a-f0b17b39be95	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00481_c0a2ad85_34078_split-train_chronic-heart-failure.png	151,952	null	null	null	e54abd08cbc636e8592c7d713817d192	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.080Z	null	null	null	NCIT_C50577	abnormal	34078_0_fal_41_0.png	null	SCTID_48447003	multi_class	null
12517156-c087-489e-a8b2-3d97f92cbcd0	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00657_12517156_35623_split-train_not-chronic-heart-failure.png	159,217	null	null	null	0ce820eb445f28f8d65077c2593a4477	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.084Z	null	null	null	NCIT_C162623	normal	35623_1_nrm_41_0.png	null	SCTID_61618002	multi_class	null
a571b04d-a033-4713-85bf-6a44579c0428	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00911_a571b04d_36125_split-train_not-chronic-heart-failure.png	129,155	null	null	null	ada570552322814eaf8a46827fc5dbaa	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.095Z	null	null	null	NCIT_C162623	normal	36125_1_nrm_50_0.png	null	SCTID_61618002	multi_class	null
35a8bb0c-b998-4a01-9d09-0367ae886ce3	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00882_35a8bb0c_36120_split-train_not-chronic-heart-failure.png	152,175	null	null	null	223859d6fac0854478d52b5e49a0e7cb	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.099Z	null	null	null	NCIT_C162623	normal	36120_1_nrm_17_0.png	null	SCTID_61618002	multi_class	null
2f47ddda-e2f3-4cfa-b2ac-9ebeb526e36f	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	01095_2f47ddda_36168_split-train_not-chronic-heart-failure.png	138,294	null	null	null	798dbfc36bb5bf71c0b7b8dc76dba67f	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.106Z	null	null	null	null	normal	36168_1_nrm_36_0.png	null	null	multi_class	null
ae57b496-5bba-44f2-83e7-d2043262860d	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00898_ae57b496_36124_split-train_not-chronic-heart-failure.png	146,098	null	null	null	907282a6951970d208f34f4e8574a883	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.110Z	null	null	null	NCIT_C162623	normal	36124_1_nrm_42_0.png	null	SCTID_61618002	multi_class	null
32e3e68f-9682-4577-9b86-ccabc4d9a68a	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00158_32e3e68f_33413_split-train_chronic-heart-failure.png	144,523	null	null	null	2a4101dc0d25065513b323c56b86f4db	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.112Z	null	null	null	NCIT_C50577	abnormal	33413_0_fal_23_0.png	null	SCTID_48447003	multi_class	null
a60a72a2-65dd-4983-8f4d-d7509614c0a2	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00780_a60a72a2_35647_split-train_not-chronic-heart-failure.png	148,399	null	null	null	efcd6b2126ab3269cd52d83e9f7a2d87	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.120Z	null	null	null	NCIT_C162623	normal	35647_1_nrm_2_0.png	null	SCTID_61618002	multi_class	null
0f3d55ce-b2e6-4d9b-a938-25f5184e7b07	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	01028_0f3d55ce_36151_split-train_not-chronic-heart-failure.png	138,911	null	null	null	5a7086f7e3f583e7e037e050e934b2cd	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.139Z	null	null	null	null	normal	36151_1_nrm_34_0.png	null	null	multi_class	null
1887e095-145d-460b-9a35-21c181d5327d	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	01018_1887e095_36150_split-train_not-chronic-heart-failure.png	156,810	null	null	null	1ab98da79a9eef8d9e58f884bb652800	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.145Z	null	null	null	null	normal	36150_1_nrm_2_0.png	null	null	multi_class	null
56dde365-74b3-44bd-92d5-a2a72a696a1e	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00777_56dde365_35647_split-train_not-chronic-heart-failure.png	154,521	null	null	null	c479a80f1bbc1c2006b7aaabb979e5a2	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.149Z	null	null	null	NCIT_C162623	normal	35647_1_nrm_17_0.png	null	SCTID_61618002	multi_class	null
14bd6149-5eae-4861-a588-7c68ee9eba16	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00538_14bd6149_34087_split-train_chronic-heart-failure.png	140,902	null	null	null	f33503448e4bd9c390ef027a06d8b856	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.157Z	null	null	null	NCIT_C50577	abnormal	34087_0_fal_2_0.png	null	SCTID_48447003	multi_class	null
d1510807-6143-43bc-8114-6f8e836ab60b	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00658_d1510807_35623_split-train_not-chronic-heart-failure.png	136,914	null	null	null	199f35476aa6601f283433da6fe96a90	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.161Z	null	null	null	NCIT_C162623	normal	35623_1_nrm_43_0.png	null	SCTID_61618002	multi_class	null
213dd889-c01c-421f-a15c-8f8c3ccd7d1c	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00118_213dd889_33403_split-train_chronic-heart-failure.png	153,118	null	null	null	50c46f592b705b938a2331f9a037441e	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.176Z	null	null	null	NCIT_C50577	abnormal	33403_0_fal_49_0.png	null	SCTID_48447003	multi_class	null
84c4dac8-b0cd-47f7-bb4b-a8eb17a26739	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	01099_84c4dac8_36168_split-train_not-chronic-heart-failure.png	151,212	null	null	null	86b0967d76f4e47c8aca7963f14d6976	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.196Z	null	null	null	null	normal	36168_1_nrm_48_0.png	null	null	multi_class	null
29015807-d697-4e05-a633-2699eba5553a	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00603_29015807_35598_split-train_not-chronic-heart-failure.png	151,136	null	null	null	3b11522294aacdcd30b865ea73242173	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.200Z	null	null	null	null	normal	35598_1_nrm_7_0.png	null	null	multi_class	null
c851b7d4-7e49-489f-887f-cbc6bf17e65e	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00076_c851b7d4_33393_split-train_chronic-heart-failure.png	162,370	null	null	null	6904d32b5a7941b2bec93b3f2e26295b	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.205Z	null	null	null	NCIT_C50577	abnormal	33393_0_fal_9_0.png	null	SCTID_48447003	multi_class	null
eb2fee06-967c-4bea-a289-121a47af042d	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00804_eb2fee06_35876_split-train_not-chronic-heart-failure.png	128,885	null	null	null	f757b738c014dc83dc69f533e984df7e	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.212Z	null	null	null	null	normal	35876_1_nrm_12_0.png	null	null	multi_class	null
23943b97-81e9-423b-adbb-9d24398bc255	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00791_23943b97_35648_split-train_not-chronic-heart-failure.png	133,005	null	null	null	628e14bd32e989a9054e4cab9c6e949f	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.264Z	null	null	null	null	normal	35648_1_nrm_8_0.png	null	null	multi_class	null
5fa286d2-8494-437a-925f-6c170e80297a	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00270_5fa286d2_33478_split-train_chronic-heart-failure.png	154,315	null	null	null	3f98d1328b3820ef293b424ffb517a9c	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.278Z	null	null	null	NCIT_C50577	abnormal	33478_0_fal_41_0.png	null	SCTID_48447003	multi_class	null
dd7a3aea-2a30-441c-8cb0-ac2c03830dac	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00666_dd7a3aea_35624_split-train_not-chronic-heart-failure.png	128,073	null	null	null	8055416c48370913e6cbd0dedde16664	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.299Z	null	null	null	NCIT_C162623	normal	35624_1_nrm_37_0.png	null	SCTID_61618002	multi_class	null
963aba4f-95c7-4dd2-9cac-ddc158629d6c	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00159_963aba4f_33413_split-train_chronic-heart-failure.png	140,951	null	null	null	ee6cfc9d0769fdef59944e7a4b1adff0	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.304Z	null	null	null	NCIT_C50577	abnormal	33413_0_fal_25_0.png	null	SCTID_48447003	multi_class	null
9b1a35cc-6a0a-484f-a144-da6c8f140e23	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00388_9b1a35cc_33547_split-train_chronic-heart-failure.png	145,708	null	null	null	c3f17a92e0866253313df247e02cf3b5	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.322Z	null	null	null	NCIT_C50577	abnormal	33547_0_fal_17_0.png	null	SCTID_48447003	multi_class	null
98309bc2-239c-4009-bff4-a4a13b75f34b	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00798_98309bc2_35650_split-train_not-chronic-heart-failure.png	148,514	null	null	null	57e5291f7b94a345ea9e9b943780e472	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.352Z	null	null	null	null	normal	35650_1_nrm_36_0.png	null	null	multi_class	null
18e08223-6f9f-42aa-b9ee-4c41f1f3fb86	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00013_18e08223_33382_split-train_chronic-heart-failure.png	149,977	null	null	null	47ed90fe0cecf2610459506b9fe86f4b	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.378Z	null	null	null	NCIT_C50577	abnormal	33382_0_fal_1_0.png	null	SCTID_48447003	multi_class	null
68ac1301-f660-4307-bde1-e1051a7c71f9	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	01052_68ac1301_36157_split-train_not-chronic-heart-failure.png	148,192	null	null	null	e67e80ca26db080c6d5820bf4ae25fa3	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.397Z	null	null	null	NCIT_C162623	normal	36157_1_nrm_3_0.png	null	SCTID_61618002	multi_class	null
91aa82b9-ea99-4e1a-9309-e7e2d593bccb	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00786_91aa82b9_35648_split-train_not-chronic-heart-failure.png	127,932	null	null	null	4d1a7fa8831195397d3c35752b459c3c	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.431Z	null	null	null	null	normal	35648_1_nrm_34_0.png	null	null	multi_class	null
976e3aff-f101-4501-8e0c-d2c2cd95f37d	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00068_976e3aff_33393_split-train_chronic-heart-failure.png	136,286	null	null	null	ddf1331f22fea201c97401e0be053663	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.448Z	null	null	null	NCIT_C50577	abnormal	33393_0_fal_1_0.png	null	SCTID_48447003	multi_class	null
65b182c2-1ef7-49c3-a242-545927a5cb5f	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00967_65b182c2_36134_split-train_not-chronic-heart-failure.png	146,312	null	null	null	04ccd94c119bcb93a15d804f9cea5561	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.453Z	null	null	null	null	normal	36134_1_nrm_9_0.png	null	null	multi_class	null
50a65f58-f2a7-426c-9a1a-0379b1214da3	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00655_50a65f58_35623_split-train_not-chronic-heart-failure.png	141,506	null	null	null	e54d7542a9ea7a9ea09a24db4f0b6380	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.456Z	null	null	null	NCIT_C162623	normal	35623_1_nrm_3_0.png	null	SCTID_61618002	multi_class	null
4f84fd16-712e-4e1c-a311-1c96328483fe	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00740_4f84fd16_35641_split-train_not-chronic-heart-failure.png	144,976	null	null	null	24b1111ba0c5cb88facef263d21de705	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.482Z	null	null	null	null	normal	35641_1_nrm_30_0.png	null	null	multi_class	null
b59786ea-05df-4c4e-8b57-a3ffa657c40c	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00193_b59786ea_33419_split-train_chronic-heart-failure.png	152,029	null	null	null	7b150d9545684542004ec4993e5ea661	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.485Z	null	null	null	NCIT_C50577	abnormal	33419_0_fal_28_0.png	null	SCTID_48447003	multi_class	null
fbfe63f3-b969-4148-875e-40fc4afacb55	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00192_fbfe63f3_33419_split-train_chronic-heart-failure.png	159,205	null	null	null	915157636912608846e88b260ceb82c6	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.488Z	null	null	null	NCIT_C50577	abnormal	33419_0_fal_27_0.png	null	SCTID_48447003	multi_class	null
73525101-1fde-4acd-9813-9bc1a38d1609	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	01081_73525101_36164_split-train_not-chronic-heart-failure.png	151,777	null	null	null	9ac15a7d490793fece1bec4b9a4765e4	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.498Z	null	null	null	null	normal	36164_1_nrm_2_0.png	null	null	multi_class	null
f00ff078-45c9-472f-aa45-656e02339ffc	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00860_f00ff078_36112_split-train_not-chronic-heart-failure.png	128,148	null	null	null	7241f02aa9d09d25eca0b7a66feba13e	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.506Z	null	null	null	null	normal	36112_1_nrm_12_0.png	null	null	multi_class	null
1ad24b7b-e1b8-45d6-a534-2d60dcf7a672	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00832_1ad24b7b_35879_split-train_not-chronic-heart-failure.png	131,461	null	null	null	1efb70186e1856a972f56172367bb285	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.511Z	null	null	null	null	normal	35879_1_nrm_19_0.png	null	null	multi_class	null
1de798be-3cd9-4026-aa82-b3a21df6d400	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00162_1de798be_33413_split-train_chronic-heart-failure.png	143,650	null	null	null	c8dff2e01223c9d145b3532e99d4ebf7	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.528Z	null	null	null	NCIT_C50577	abnormal	33413_0_fal_39_0.png	null	SCTID_48447003	multi_class	null
f35ff632-6003-44eb-8252-3704fdfa866c	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00620_f35ff632_35604_split-train_not-chronic-heart-failure.png	157,584	null	null	null	03133116ac6e30158905135e85a06487	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.533Z	null	null	null	NCIT_C162623	normal	35604_1_nrm_28_0.png	null	SCTID_61618002	multi_class	null
0adc82d9-8441-4ea6-ae0f-e6a125252759	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	01070_0adc82d9_36162_split-train_not-chronic-heart-failure.png	121,342	null	null	null	a43b9d095cec7672696d21b00dcdd537	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.542Z	null	null	null	null	normal	36162_1_nrm_18_0.png	null	null	multi_class	null
e47d3dd7-0655-4418-b575-4a0f28a8327f	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00266_e47d3dd7_33478_split-train_chronic-heart-failure.png	139,126	null	null	null	b4ca5b9ef9912eb60bc366edead9cb0f	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.545Z	null	null	null	NCIT_C50577	abnormal	33478_0_fal_22_0.png	null	SCTID_48447003	multi_class	null
f2dbc12f-4ab0-4a3b-ae09-d99d1e4d1cd7	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00741_f2dbc12f_35641_split-train_not-chronic-heart-failure.png	152,028	null	null	null	f489bdf227e640a9df4e49aae7baaa99	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.584Z	null	null	null	null	normal	35641_1_nrm_32_0.png	null	null	multi_class	null
3ea25f7c-5cca-4b70-9de0-574c7dec3254	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00483_3ea25f7c_34078_split-train_chronic-heart-failure.png	158,323	null	null	null	a427b920f1d91229ba6bc0b85891c675	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.598Z	null	null	null	NCIT_C50577	abnormal	34078_0_fal_46_0.png	null	SCTID_48447003	multi_class	null
e056dabe-f672-4e5d-bc5f-82ed506cc82e	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00289_e056dabe_33481_split-train_chronic-heart-failure.png	147,100	null	null	null	a1e06b86e5a1c3623ecf6141d16637f3	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.619Z	null	null	null	NCIT_C50577	abnormal	33481_0_fal_19_0.png	null	SCTID_48447003	multi_class	null
ae7b18cd-ccf2-4617-a9d3-943754d7126e	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00712_ae7b18cd_35634_split-train_not-chronic-heart-failure.png	153,782	null	null	null	4f534a881dce1b8bc678e5b92a34626b	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.646Z	null	null	null	NCIT_C162623	normal	35634_1_nrm_37_0.png	null	SCTID_61618002	multi_class	null
55369912-f4f3-4749-a7d3-e613ff586bbd	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00776_55369912_35647_split-train_not-chronic-heart-failure.png	134,318	null	null	null	d99b88d736e79c54ac2b304f428e1b07	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.659Z	null	null	null	NCIT_C162623	normal	35647_1_nrm_16_0.png	null	SCTID_61618002	multi_class	null
8bf39cf0-55a9-441f-a057-6f732d7cde04	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	01020_8bf39cf0_36150_split-train_not-chronic-heart-failure.png	146,857	null	null	null	512230210431385f38c9f0f55d8d08ee	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.680Z	null	null	null	null	normal	36150_1_nrm_42_0.png	null	null	multi_class	null
b0444897-4515-438c-846c-97715da1135f	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00595_b0444897_35598_split-train_not-chronic-heart-failure.png	145,054	null	null	null	f093b72a10e2b974818ac74ce95c851f	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.685Z	null	null	null	null	normal	35598_1_nrm_14_0.png	null	null	multi_class	null
cd919990-0564-41b6-b3cd-0f722bdf7a46	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00435_cd919990_33553_split-train_not-chronic-heart-failure.png	147,366	null	null	null	2c3f1b1b2060e55e57b9b44ba67baa96	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.700Z	null	null	null	NCIT_C162623	normal	33553_1_nrm_16_0.png	null	SCTID_61618002	multi_class	null
83788316-4b6d-47cc-a46b-fc474adb1175	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00652_83788316_35623_split-train_not-chronic-heart-failure.png	156,062	null	null	null	453350f9957db77027050ce9ad6e6d81	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.704Z	null	null	null	NCIT_C162623	normal	35623_1_nrm_20_0.png	null	SCTID_61618002	multi_class	null
a1283905-8502-487e-bee3-7fb34105d5b6	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00551_a1283905_35588_split-train_not-chronic-heart-failure.png	147,893	null	null	null	0f23b0f4f55da33858dd7eaea47b822e	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.708Z	null	null	null	null	normal	35588_1_nrm_11_0.png	null	null	multi_class	null
1b02a57a-9ad1-4d02-b5bb-d5f6a7b7ea92	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00604_1b02a57a_35598_split-train_not-chronic-heart-failure.png	151,803	null	null	null	7ef2f4b8b6b95dff2e1e84396cb7fa5e	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.734Z	null	null	null	null	normal	35598_1_nrm_8_0.png	null	null	multi_class	null
31255122-8881-49b3-93b9-5931e5053eab	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00273_31255122_33478_split-train_chronic-heart-failure.png	139,316	null	null	null	5f3088b2635d163fe6b8fe9098d51a71	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.741Z	null	null	null	NCIT_C50577	abnormal	33478_0_fal_6_0.png	null	SCTID_48447003	multi_class	null
e612e0ac-a017-42d3-a6e9-84b294c51b53	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00579_e612e0ac_35593_split-train_not-chronic-heart-failure.png	125,394	null	null	null	5e17c1d6a639b2a3dbb672b6c02026be	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.748Z	null	null	null	NCIT_C162623	normal	35593_1_nrm_38_0.png	null	SCTID_61618002	multi_class	null
82622aa4-6ff0-44b9-ac30-3fc771456746	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00424_82622aa4_33552_split-train_chronic-heart-failure.png	134,377	null	null	null	7e75eb01963e20f2901508de28cb2e4a	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.755Z	null	null	null	NCIT_C50577	abnormal	33552_0_fal_3_0.png	null	SCTID_48447003	multi_class	null
bba6bc6b-0259-4eb6-bce4-95927196ca40	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00865_bba6bc6b_36112_split-train_not-chronic-heart-failure.png	142,607	null	null	null	1cb8623fbec17d0b8a8bb28388f0f6e0	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.788Z	null	null	null	null	normal	36112_1_nrm_21_0.png	null	null	multi_class	null
d3d90fc9-0a9c-4d7b-9ded-57aaf8b8542c	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00364_d3d90fc9_33543_split-train_chronic-heart-failure.png	134,201	null	null	null	cf478b97f62b7f3064c5262fcaeda93b	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.791Z	null	null	null	NCIT_C50577	abnormal	33543_0_fal_13_0.png	null	SCTID_48447003	multi_class	null
981a9c6e-bed3-42a0-b8b1-1d59b39f8468	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00113_981a9c6e_33403_split-train_chronic-heart-failure.png	154,070	null	null	null	fa823567f2fd5406d994729d695ce687	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.793Z	null	null	null	NCIT_C50577	abnormal	33403_0_fal_32_0.png	null	SCTID_48447003	multi_class	null
ac4d0911-9177-458a-b40b-e3c10e75f00e	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00797_ac4d0911_35650_split-train_not-chronic-heart-failure.png	146,912	null	null	null	6f130b9d1bdc1096153611f096f87d5c	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.796Z	null	null	null	null	normal	35650_1_nrm_34_0.png	null	null	multi_class	null
9a71f5a2-dc65-415c-b212-fceffcb2106f	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00258_9a71f5a2_33475_split-train_chronic-heart-failure.png	153,014	null	null	null	a1feed340e47bdb42267376525c7f275	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.840Z	null	null	null	NCIT_C50577	abnormal	33475_0_fal_2_0.png	null	SCTID_48447003	multi_class	null
9daee320-375b-4606-a76f-664c1b66f8a9	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00884_9daee320_36120_split-train_not-chronic-heart-failure.png	141,347	null	null	null	b8c1ab886473f1f779420632356b057c	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.865Z	null	null	null	NCIT_C162623	normal	36120_1_nrm_22_0.png	null	SCTID_61618002	multi_class	null
bdefddde-790b-44d2-b002-57250ac0ec00	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00576_bdefddde_35593_split-train_not-chronic-heart-failure.png	135,586	null	null	null	955dcd752e5adc1d2412db4f30479c26	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.875Z	null	null	null	NCIT_C162623	normal	35593_1_nrm_2_0.png	null	SCTID_61618002	multi_class	null
7c044d29-3c3b-424c-9041-66f2b94cfa27	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00029_7c044d29_33383_split-train_chronic-heart-failure.png	129,755	null	null	null	22af4c03c50a42b9c0802c177c7cde52	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.879Z	null	null	null	NCIT_C50577	abnormal	33383_0_fal_45_0.png	null	SCTID_48447003	multi_class	null
b391ce49-2aed-4092-8927-e9cdf6fa0256	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00324_b391ce49_33487_split-train_chronic-heart-failure.png	160,307	null	null	null	78bbb2c76e950d179093664963a95f78	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.884Z	null	null	null	NCIT_C50577	abnormal	33487_0_fal_31_0.png	null	SCTID_48447003	multi_class	null
08c1a59f-edba-4dce-a394-23275f3d48c3	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	01133_08c1a59f_36176_split-train_not-chronic-heart-failure.png	117,740	null	null	null	faff4f12891544253b0f383f23f7d7e4	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.899Z	null	null	null	NCIT_C162623	normal	36176_1_nrm_12_0.png	null	SCTID_61618002	multi_class	null
93462d7c-c5db-4634-a72d-b289a462393b	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00083_93462d7c_33396_split-train_chronic-heart-failure.png	155,501	null	null	null	35cc9984f2db3ae0de3edd20a9c2faaf	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.915Z	null	null	null	NCIT_C50577	abnormal	33396_0_fal_31_0.png	null	SCTID_48447003	multi_class	null
7da1f446-8468-4876-8b92-570031e4edd3	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00484_7da1f446_34079_split-train_chronic-heart-failure.png	150,588	null	null	null	0e68929998134871ae3521fb082e50ca	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.946Z	null	null	null	NCIT_C50577	abnormal	34079_0_fal_17_0.png	null	SCTID_48447003	multi_class	null
00d03a8b-b126-43fe-9e7d-cbfa4c0ede51	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00937_00d03a8b_36131_split-train_not-chronic-heart-failure.png	139,451	null	null	null	16d8024f123d1ca09ac70988920b11f7	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.949Z	null	null	null	null	normal	36131_1_nrm_20_0.png	null	null	multi_class	null
c491d2dd-6fff-44f9-ada1-c337c468bcf7	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00308_c491d2dd_33486_split-train_chronic-heart-failure.png	154,909	null	null	null	958e4cfacb908efc567a720f9996ef0a	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.969Z	null	null	null	NCIT_C50577	abnormal	33486_0_fal_16_0.png	null	SCTID_48447003	multi_class	null
34bd839e-5ad7-4886-a92d-6315c82bbc12	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00562_34bd839e_35591_split-train_not-chronic-heart-failure.png	141,008	null	null	null	b9c6418986f993186f4ae0ef5de03da1	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.983Z	null	null	null	null	normal	35591_1_nrm_14_0.png	null	null	multi_class	null
9395b32b-fffd-48df-a943-c56fac72aef8	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00023_9395b32b_33383_split-train_chronic-heart-failure.png	131,038	null	null	null	0d8c7fcbe2e92894f1c1a97413d0f8ba	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.989Z	null	null	null	NCIT_C50577	abnormal	33383_0_fal_13_0.png	null	SCTID_48447003	multi_class	null
51d8c0c5-cd58-49aa-a1fd-6310314c2c0e	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00894_51d8c0c5_36124_split-train_not-chronic-heart-failure.png	142,178	null	null	null	eba2b26c18ba30bf68a2b3e018e4fb66	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:01.995Z	null	null	null	NCIT_C162623	normal	36124_1_nrm_22_0.png	null	SCTID_61618002	multi_class	null
868c698e-32d3-4a29-af90-ad55cc0ea217	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00705_868c698e_35634_split-train_not-chronic-heart-failure.png	151,203	null	null	null	cd7247087f4a305c2830234dea077f33	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:02.001Z	null	null	null	NCIT_C162623	normal	35634_1_nrm_13_0.png	null	SCTID_61618002	multi_class	null
9433c6f9-ef8f-4032-ad6a-1a95b4867768	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00383_9433c6f9_33544_split-train_chronic-heart-failure.png	149,588	null	null	null	87cb18225ca6ce2b788c22dd5247c7ba	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:02.021Z	null	null	null	NCIT_C50577	abnormal	33544_0_fal_1_0.png	null	SCTID_48447003	multi_class	null
a2c023cb-996b-4c70-9562-2b6e7638f937	0chronic heart failure	not_chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00856_a2c023cb_36111_split-train_not-chronic-heart-failure.png	145,168	null	null	null	cb604caf0cf870d00353b12b0e86ad7c	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:02.026Z	null	null	null	NCIT_C162623	normal	36111_1_nrm_44_0.png	null	SCTID_61618002	multi_class	null
5bef9133-7adb-41a3-b42f-3c17ad2eea2e	1heart tissue pathology	chronic_heart_failure	null	pathology	upenn	CC-BY-4.0	2	light microscopy	NCBITaxon_9606	Homo sapiens	null	train	H&E	cardiovascular pathology	brightfield microscopy	null	null	null	null	null	{'not_chronic_heart_failure': 0, 'chronic_heart_failure': 1}	No ICC profile applied.	nirschl_et_al_2018	nirschl_et_al_2018	null	00144_5bef9133_33412_split-train_chronic-heart-failure.png	163,503	null	null	null	024236bd4b7be594eb2acebe3b0d0505	classification of heart failure using cardiac histopathology images	null	null	null	2024-05-27T17:39:02.036Z	null	null	null	NCIT_C50577	abnormal	33412_0_fal_22_0.png	null	SCTID_48447003	multi_class	null

End of preview. Expand in Data Studio

Dataset Card for nirschl_et_al_2018

🌐 Homepage • 🤗 HF Dataset • 📚 Paper • 🏆 Leaderboard • 👩‍💻 Point of Contact •

This is a dataset card for nirschl_et_al_2018 dataset, which has been used under the CC BY 4.0 license. The original data have been updated, extended, and incorporated into the Biomedical Reasoning And image Understanding for Robust AI agents (BRAVURA) benchmark.

Dataset Description

The original nirschl_et_al_2018 has been cleaned, updated, and extended to include additional metadata and then converted to a Hugging Face dataset by jnirschl and lozanoe. This is part of the Biomedical Reasoning And image Understanding for Robust AI agents (BRAVURA) benchmark. If you use this updated and extended dataset in your research, please cite both the original paper and the BRAVURA benchmark paper.

Dataset Summary

Dataset Name	Nirschl et al 2018
Dataset description	Classification of clinical chronic heart failure from cardiac histopathology images.
Tasks	multi_class
Languages	en
Homepage
Paper	Paper
Leaderboard	Leaderboard
Dataset curator	jnirschl
License	CC-BY-4.0
Last updated	2024-04-17 20:38:57
Version	0.1.0
Comment

Dataset Statistics

		Missing	Overall	Test set	Train	Validation
n			2299	1155	770	374
Age (yrs), median [Q1,Q3]		22	58.0 [48.0,63.0]	57.0 [48.0,62.0]	58.0 [51.0,63.0]	58.0 [52.0,62.0]
Sex, n (%)	Female	11	825 (36.1)	462 (40.0)	231 (30.0)	132 (36.4)
	Male		1463 (63.9)	693 (60.0)	539 (70.0)	231 (63.6)
Institution, n (%)	UPenn	0	2299 (100.0)	1155 (100.0)	770 (100.0)	374 (100.0)
Label, n (%)	Chronic heart failure	0	1034 (45.0)	517 (44.8)	352 (45.7)	165 (44.1)
	Heart tissue pathology		22 (1.0)	22 (1.9)
	Not chronic heart failure		1243 (54.1)	616 (53.3)	418 (54.3)	209 (55.9)
Domain, n (%)	Pathology	0	2299 (100.0)	1155 (100.0)	770 (100.0)	374 (100.0)
Subdomain, n (%)	Cardiovascular pathology	0	2299 (100.0)	1155 (100.0)	770 (100.0)	374 (100.0)
Stain, n (%)	H&E	0	2299 (100.0)	1155 (100.0)	770 (100.0)	374 (100.0)
Modality, n (%)	Light microscopy	0	2299 (100.0)	1155 (100.0)	770 (100.0)	374 (100.0)
Submodality, n (%)	Brightfield	0	2299 (100.0)	1155 (100.0)	770 (100.0)	374 (100.0)
Tasks, n (%)	multi_class	0	2299 (100.0)	1155 (100.0)	770 (100.0)	374 (100.0)

[More Information Needed]

Supported Tasks and Leaderboards

multi_class [More Information Needed]

Languages

Dataset Structure

Data Instances

An example of 'train' looks as follows.

{
    "image_id": d54bb7ec-284f-4218-a47d-af87bb371de5,
    "image": np.array([250, 250, 3], dtype="uint8"),
    "label": datasets.ClassLabel(names={'chronic heart failure': 0, 'heart tissue pathology': 1, 'not chronic heart failure': 2},
                                 num_classes=3),
    "label_name": datasets.Value("string"),
    "domain": pathology,
    "subdomain": cardiovascular pathology,
    "modality": light microscopy,
    "submodality": brightfield microscopy,
    "stain": H&E,
    "microns_per_pixel": 2.0,
    ...
}

[More Information Needed]

Data Fields

[More Information Needed]

{
    "image_id": datasets.Value("string"),
    "image": datasets.Array3D(shape=[250, 250, 3], dtype="uint8"),
    "label": datasets.ClassLabel(names={'chronic heart failure': 0, 'heart tissue pathology': 1, 'not chronic heart failure': 2},
                                 num_classes=3),
    "label_name": datasets.Value("string"),
    "domain": datasets.Value("string"),
    "subdomain": datasets.Value("string"),
    "modality": datasets.Value("string"),
    "submodality": datasets.Value("string"),
    "stain": datasets.Value("string"),
    "microns_per_pixel": datasets.Value("float32"),
    ...
}

Data Splits

[More Information Needed]

Split	# Instances
Train	770
Dev	374
Test	1155
Total	1155

LICENSE

Dataset Creation

Curation Rationale

There is a need for well curated and annotated biomedical datasets to train and evaluate biomedical machine learning models. The original dataset was cleaned, updated, and extended to include additional metadata. The dataset was then converted to a Hugging Face dataset by jnirschl and is incorporated into the Biomedical Reasoning And image Understanding for Robust AI agents (BRAVURA) benchmark. If you use this extended dataset in your research, please cite both the original paper and the BRAVURA benchmark paper.

Each instance has been assigned a UUID and the original identifiers and filenames have been retained in the metadata to ensure that the data can be traced back to the original source if needed.

[More Information Needed]

Source Data

Initial Data Collection and Normalization

[More Information Needed]

Who are the source language producers?

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Annotations

Annotation process

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Who are the annotators?

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Personal and Sensitive Information

The original dataset authors have anonymized the data and removed any personal or sensitive information prior to making the dataset public. The original dataset authors obtained appropriate institutional review board (IRB) approval for the data collection process, and users are referred to the original data sources for more information on the ethical considerations and data collection process.

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Considerations for Using the Data

Social Impact of Dataset

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Discussion of Biases

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Other Known Limitations

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Additional Information

Dataset Curators

Jeff Nirschl Alejandro Lozano

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Licensing Information

The datasets were curated and extended while adhering to the original copyright and licensing rules. We specifically avoided materials that restricted or prohibited copying, adapting, remixing, redistributing, or otherwise using the data for research purposes. We recommend users refer to the original data sources' terms of use and licensing information. In case of any concerns or issues, please contact us at jnirschl Should you encounter any oversight or data samples potentially breaching the copyright or licensing regulations of any site, we encourage you to notify us.

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Citation Information

The original authors of nirschl_et_al_2018 have requested that the dataset be cited as follows:

@ARTICLE{Nirschl2018-pc,
  title    = "A deep-learning classifier identifies patients with clinical
              heart failure using whole-slide images of {H&E} tissue",
  author   = "Nirschl, Jeffrey J and Janowczyk, Andrew and Peyster, Eliot G and
              Frank, Renee and Margulies, Kenneth B and Feldman, Michael D and
              Madabhushi, Anant",
  journal  = "PLoS One",
  volume   =  13,
  number   =  4,
  pages    = "e0192726",
  month    =  apr,
  year     =  2018,
  language = "en"
}

The extended nirschl_et_al_2018 dataset is part of the Biomedical Reasoning And image Understanding for Robust AI agents (BRAVURA) benchmark. If you use this extended dataset in your research, please cite both the original paper and the BRAVURA benchmark paper.

@article{TODO,
}

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Contributions

Thanks to @jnirschl for adding this dataset.

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