Table 5.

The common disease datasets

Anatomy	Medical diagnosis	Dataset	Modality	Dataset size	Url
Eye	Diabetic Retinopathy	Messidor-2	Retinal funds images	1748 images	https://www.adcis.net/en/third-party/messidor2/
	Retinopathy grade Risk of macular edema	Messidor	Fundus color numerical images	1200 images	https://www.adcis.net/en/third-party/messidor/
	Diabetic retinopathy grade Diabetic macular edema	IDRiD	Color fundus images	516 images	https://idrid.grand-challenge.org/
	Diabetic Retinopathy	e-ophtha-EX	Color fundus images	82 images	https://www.adcis.net/en/third-party/e-ophtha/
		e-ophtha-MA	Color fundus images	381 images
	Diabetic retinopathy (DR)	DiaRetDB1 V2.1	Digital images of eye fundus	89 images	https://www.it.lut.fi/project/imageret/diaretdb1_v2_1/
	Processing a retinal image	STARE	Retinal funds images	400 images	http://cecas.clemson.edu/~ahoover/stare/
	Diabetic retinopathy grade	APTOS 2019	Fundus photography	3662 train_images 1928 test_images	https://www.kaggle.com/c/aptos2019-blindness-detection/overview/aptos-2019
Lung	Lung nodules	LIDC-IDRI	CT scans	1018 images	http://ncia.nci.nih.gov/
	Lung cancer	NIH Chest X-ray	X-ray images	Over 100,000 images	https://nihcc.app.box.com/v/ChestXray-NIHCC
	Lung nodules	LUNA 16	CT scans	888 images	https://luna16.grand-challenge.org/Data/
	14 Common Thorax Disease Categories	ChestX-ray14	X-ray images	112,120 images	https://nihcc.app.box.com/v/ChestXray-NIHCC/file 220660789610
Brain	Alzheimer’s disease	ANDI1	Multi-site MRI and PET data	Participant: 200 Normal Controls, 400 mild cognitive impairment(MCI), 200Mild AD	http://adni.loni.usc.edu/study-design/#collaborative-studies-container
		ADNI GO	Multi-site MRI and PET data	Participant: 200 the mildest symptomatic phase of AD (EMCI), 500 Normal Controls and MCI
		ADNI2	Multi-site MRI and PET data	Participant: 150 Normal Controls, 450–500 CN and MCI, 350 EMCI, 150 LMCI, 200 mild AD
		ADNI3	Multi-site MRI and PET data	Participant: 430-830Normal Controls, 425-835 MCI, 215-335 Mild Alzheimer’s, disease dementia
	Parkinson’s disease	PPMI	DaTscan SPECT images	642 images	https://www.ppmi-info.org/
					https://challenge2018.isic-archive.com/
Skin	Skin lesions	ISIC 2018 challenge Task1	Dermoscopic lesion images	2594 images and 2594 corresponding ground truth response masks
		ISIC 2018 challenge Task2	Dermoscopic lesion images	2594 images and 12,970 corresponding ground truth response masks (5 for each image)
		ISIC 2018 challenge Task3	Dermoscopic lesion images	10,015 images and 1 ground truth response CSV file