数据集导航

医疗数据集导航 - 全部数据集（第 155 页）

汇集 20 大疾病系统 5035 个医疗数据集，支持搜索与分类筛选，助力医疗AI研发选型

共 5035 个数据集 · 第 155 / 168 页
数据集名称 系统分类 病种 数据模态 任务类型 描述 来源 原始地址 操作
MSD Hippocampus神经系统疾病MRI器官分割3D MRI, 394 Cases, Hippocampus SegmentationMedical Segmentation Decathlonhttp://medicaldecathlon.com/访问
Head CT-hemorrhage神经系统疾病CT疾病分类2D CT, 200 Cases, Cerebral Hemorrhage ClassificationKagglehttps://www.kaggle.com/datasets/felipekitamura/head-ct-hemorrhage访问
OSCC口颌系统疾病病理图像癌症分类2D Pathological Imaging, 1224 Cases, Oral Squamous Cell Carcinoma ClassificationMendeleyhttps://data.mendeley.com/datasets/ftmp4cvtmb/1访问
TN-SCUI2020内分泌系统疾病超声结节分割2D Ultrasound, 4554 Cases, Thyroid Nodule Segmentation, MICCAI 2020Grand Challengehttps://tn-scui2020.grand-challenge.org/Home/访问
AAPM-RT-MAC消化系统疾病MRI器官分割3D MRI, 55 Cases, Parotid Gland, Submandibular Gland, Lymph Nodes Contour SegmentationTCIAhttps://www.cancerimagingarchive.net/collection/aapm-rt-mac/访问
CrossMoDA2021肿瘤MRI肿瘤分割3D T1-CE/T2-HR, 349 Cases, Tumor and Cochlear Structure Segmentation, MICCAI 2021Grand Challengehttps://crossmoda.grand-challenge.org/访问
BraTS21神经系统疾病MRI肿瘤分割3D MRI, 2040 Cases, Glioma SegmentationSynapsehttps://www.synapse.org/#!Synapse:syn25829067/wiki/610863访问
SLIVER07消化系统疾病CT器官分割3D CT, 30 Cases, Liver SegmentationGrand Challengehttps://sliver07.grand-challenge.org/访问
NCT-CRC-HE-100K消化系统疾病病理图像组织分类2D Pathology, 100,000 Cases, 9 Categories of Colorectal ClassificationZenodohttps://zenodo.org/records/1214456访问
Promise09泌尿生殖系统疾病MRI器官分割3D MRI, 15 Cases, Prostate Segmentation, MICCAI 2009Project Homepagehttps://www.na-mic.org/wiki/Training_Data_Prostate_Segmentation_Challenge_MICCAI09访问
3D-IRCADB消化系统疾病CT器官分割3D CT, 22 Cases, 40 Categories of Abdominal Organ and Tumor SegmentationProject Homepagehttps://www.ircad.fr/research/data-sets/liver-segmentation-3d-ircadb-01/访问
PROMISE12泌尿生殖系统疾病MRI器官分割3D MR, 50 Cases, Prostate Segmentation, MICCAI 2012Grand Challengehttps://promise12.grand-challenge.org/访问
VESSEL12消化系统疾病CT血管分割3D CT, 20 Cases, Vessel Segmentation, ISBI 2012Grand Challengehttps://vessel12.grand-challenge.org/访问
BTCV消化系统疾病CT器官分割3D CT, 50 Cases, 13 Categories of Abdominal Organ Segmentation, MICCAI 2015Synapsehttps://www.synapse.org/#!Synapse:syn3193805/wiki/访问
BTCV Cervix泌尿生殖系统疾病CT器官分割3D CT, 50 Cases, 4 Categories of Abdominal Organ SegmentationSynapsehttps://www.synapse.org/#!Synapse:syn3193805/wiki/217790访问
LiTS消化系统疾病CT肿瘤分割3D CT, 201 Cases, Liver and Tumor Segmentation, ISBI/MICCAI 2017-2018CodaLabhttps://learn2reg.grand-challenge.org/Datasets/访问
CRAG消化系统疾病病理图像癌症分割2D Pathology, 213 Cases, Colorectal Adenocarcinoma SegmentationGitHubhttps://github.com/XiaoyuZHK/CRAG-Dataset_Aug_ToCOCO访问
PANDA泌尿生殖系统疾病病理图像癌症分级2D Pathology, 331 Cases, 5 Categories of Prostate Cancer ClassificationGrand Challengehttps://gleason2019.grand-challenge.org/Home/访问
MSD Pancreas Tumour消化系统疾病CT肿瘤分割3D CT, 420 Cases, Pancreas and Tumour SegmentationMedical Segmentation Decathlonhttp://medicaldecathlon.com/访问
MSD Hepatic Vessel血液与淋巴系统疾病CT血管分割3D CT, 443 Cases, Liver Blood vessels and Tumor SegmentationMedical Segmentation Decathlonhttp://medicaldecathlon.com/访问
MSD Spleen消化系统疾病CT器官分割3D CT, 61 Cases, Spleen SegmentationMedical Segmentation Decathlonhttp://medicaldecathlon.com/访问
MSD Colon Cancer消化系统疾病CT肿瘤分割3D CT, 190 Cases, Colon Tumor SegmentationMedical Segmentation Decathlonhttp://medicaldecathlon.com/访问
MSD Prostate泌尿生殖系统疾病MRI器官分割3D MR, 48 Cases, Prostate SegmentationMedical Segmentation Decathlonhttp://medicaldecathlon.com/访问
Gleason 2019泌尿生殖系统疾病病理图像癌症分级2D Pathology, 331 Cases, 6 Categories of Prostate Cancer Classification, MICCAI 2019Grand Challengehttps://gleason2019.grand-challenge.org/Home/访问
KiTS19泌尿生殖系统疾病CT肿瘤分割3D CT, 300 Cases, Kidney and Tumor Segmentation, MICCAI 2019Grand Challengehttps://kits19.grand-challenge.org/访问
CHAOS消化系统疾病器官分割3D CT&MRI, 40 Cases, 4 Categories of Abdominal Organ Segmentation, ISBI 2019Grand Challengehttps://chaos.grand-challenge.org/Combined_Healthy_Abdominal_Organ_Segmentation/访问
Pancreas-CT消化系统疾病CT器官分割3D Contrast-enhanced CT, 80 Cases, Healthy Pancreas SegmentationTCIAhttps://www.cancerimagingarchive.net/collection/pancreas-ct/访问
QIN-PROSTATE-Repeatability泌尿生殖系统疾病MRI器官分割3D MR, 30 Cases, 3 Categories of Prostate SegmentationTCIAhttps://www.cancerimagingarchive.net/collection/qin-prostate-repeatability/访问
KiTS21泌尿生殖系统疾病CT肿瘤分割3D CT, 400 Cases, 3 Categories of Kidney and Tumor Segmentation, MICCAI 2021Project Homepagehttps://kits-challenge.org/kits21/访问
FLARE 2021消化系统疾病CT器官分割3D CT, 511 Cases, 4 Categories of Abdominal Organ Segmentation, MICCAI 2021Grand Challengehttps://flare.grand-challenge.org/访问