1、肝脏

•LiTS

•Sliver07

•3D-IRCADB

•CHAOS

•TCGA-LIHC

•MSD肝脏血管分割

2、肺

•MSD肺脏分割

•LoLa11肺页分割

•StructSeg2019

•肺部多病智能诊断

•CheXpert

•NIHChest Xray

•QIN Lung CT

•4D-Lung

•NSCLC-Radiomics

•肺结核

（1）Shenzhen Hospital X-ray Set

（2）Montgomery County X-ray Set

3、肺炎

•Ieee8023

•covid19-ct-scans

•COVID-CT

•Figure1-COVID-chestxray-dataset

•RSNA肺炎检测

•CovidX

•Flyai Covid

•covid19-radiography-database

•COVID-19-AR

•CT Images in COVID-19

4、肺结节

•LIDC-IDRI

•LUNA16

•天池肺部结节

•LNDB

•Lung Nodule Malignancy

•Data Science Bowl 17

•Lung-PET-CT-Dx

5、气胸

•SIIM-ACR Pneumothorax Segmentation

6、乳腺癌

•CBIS-DDSM

•QIN Breast

•Rider Breast MRI

•ACRIN 6688

•BraTS2015

7、脑

•MSD脑瘤分割

•MSD海马体分割

•Iseg2019

•ABIDE

•ADNI

•脑出血

•RSNA Intracranial Hemorrhage Detection

8、肾脏

•Kits19

9、肠

•CT COLONOGRAPHY

•MSD肠道分割数据集

10、心脏

•EchoNet

•MMWHS

•MSD心脏分割

11、眼睛

•DRIVE

•ODIR-5k

•FIRE 视网膜图像数据

•STARE

•CHASE_DB1

12、细胞

•Data Science Bowl 18

•血细胞涂片分类

•ISBI细胞跟踪

13、骨骼

•MURA-1.1

•RSNA Bone Age

14、膝盖

•MRNet

•脊椎

•Verse大规模脊椎分割数据集

14、前列腺

•PANDA

•MSD前列腺分割

•QIN-PROSTATE-Repeatability

15、胰腺

•MSD胰腺分割

•PDMR-833975-119-R

16、皮肤

•SIIM-ISIC Melanoma Classification

17、VQA

•PathVQA