医学数据集集合

3D CT/MRI
1.ACDC dataset 是一个心脏3D MRI影像数据集，有100张，2017年ACDC挑战赛（Automated Cardiac Diagnosis Challenge）小约，大小1GB
下载地址：https://aistudio.baidu.com/aistudio/datasetdetail/56020
2.prostate datasets是MICCAI2018一个挑战赛的数据集，大小1.3GB，是一个前列腺癌分割的数据集，包含3D MRI影像 。
下载地址：https://www.kaggle.com/umashankar01/prostate-cancer-dataset
下载地址2：https://cdas.cancer.gov/datasets/plco/20/
3.MMWHS datasets是一个2017MICCAI挑战数据集，它提供20个标记和40个未标记CT体积，以及20个标记和40个未标记MR体积 也不大，大概1GB左右
下载地址：http://www.sdspeople.fudan.edu.cn/zhuangxiahai/0/mmwhs/

4.COPDGene Dataset 肺部疾病数据集 3D CT
COPD is a lung disease that makes
it difficult to breathe. The COPDGene Study (Regan et al.
2011) is a multi-center observational study designed to iden-
tify the underlying genetic factors of COPD. We use a large
set of 3D thorax computerized tomography (CT) images of
9,180 subjects from the COPDGene dataset in our study.

Mosmed COVID-19 CT Scans
We use 3D CT scans of 1,110 subjects
from the MosMed dataset (Morozov et al. 2020) provided by
municipal hospitals in Moscow, Russia. Based on the sever-
ity of lung tissues abnormalities related with COVID-19, the
images are classified into five severity categories associated
with different triage decisions. For example, the patients in
the mild category are followed up at home with telemedicine
monitoring, while the patients in the critical category are im-
mediately transferred to the intensive care unit.
下载地址https://www.kaggle.com/datasets/andrewmvd/mosmed-covid19-ct-scans

2D
1.MIMIC-CXR x光胸片的数据集，大小约600G 371,920张X光胸片
2.cheXpert 224316张x光胸片,