数据集导航 · 心血管系统疾病

心血管系统疾病数据集（第 15 页）

思陌医疗数据服务整理的心血管系统疾病公开数据集，共 1005 个，覆盖该领域多模态数据，助力医疗AI研发选型。

共 462 个数据集 · 第 15 / 16 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
患者特异性二叶式主动脉瓣生物力学数据集心血管系统疾病主动脉瓣疾病多模态医学影像包含MRI影像和3D模型，用于二叶式主动脉瓣生物力学分析，包括血流动力学和流体-结构相互作用模拟。Zenodohttps://zenodo.org/record/4161269访问
环内自膨胀经导管主动脉瓣和下一代低剖面输送系统的安全性特征心血管系统疾病主动脉瓣疾病表格临床研究包含180名高危患者经导管主动脉瓣置换术的30天安全性数据，主要评估血管并发症、死亡及起搏器植入率。The Alfred Hospital, Victoria, Australia.; Ascension Via Christi Hospital, University of Kansas, Wichita, Kansas.; Fiona Stanley Hospital, Murdoch, Australia.; MedStar Health Research Institute, Washington, District of Columbia.; Royal Adelaide Hospital, Adelaide, Australia; Genesis Care, Sydney, Australia.; Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, California.; NYU Langone Health, New York, New York.; Royal Victoria Hospital, Belfast, United Kingdom.; Section of Interventional Cardiology, Medstar Washington Hospital Center, Washington, District of Columbia; H Edward Garrett Jr; IRCCS Policlinico San Donato, Milan Italy.; Cardiovascular Institute, Los Robles Regional Medical Center, Thousand Oaks, California. Electronic address: gregory.fontana@hcahealthcare.com.; Advocate Christ Medical Center, Oak Lawn, Illinois; Heart Care Centers of Illinois, Palos Park, Illinois.; Mission Health and Hospitals, Asheville, North Carolina.; St. Vincent Heart Center, Indianapolihttps://zenodo.org/record/5141785访问
微创主动脉瓣置换术临床结果（Perceval vs St. Jude）心血管系统疾病主动脉瓣疾病表格表格数据微创主动脉瓣置换术中使用Perceval与St. Jude生物瓣的临床结果对比数据，Excel格式。Zenodohttps://zenodo.org/doi/10.5281/zenodo.18088459访问
血管畸形鉴别诊断热成像数据集心血管系统疾病中枢神经系统血管畸形医学影像该数据集是一个包含血管畸形（如低流量毛细血管畸形和高流量动静脉畸形）的热成像图像、多普勒超声及磁共振影像的多模态医学影像数据集，通过定制双摄像头系统同步采集可见光与红外数据，主要用于血管畸形的鉴别诊断、早期分类研究以及热成像技术在临床辅助诊https://data.mendeley.com/datasets/y82fj6296z访问
小鼠中枢神经系统分子分辨率空间图谱心血管系统疾病中枢神经系统血管畸形该数据集是一个基于原位测序技术构建的小鼠中枢神经系统（全脑及脊髓）高分辨率三维空间分子图谱，其数据模态包括单细胞基因表达谱和空间位置信息，通过检测超过1,022个基因并整合单细胞RNA测序数据扩展至万余基因，系统注释了分子细胞类型和组织区域Zenodohttps://zenodo.org/record/7579895访问
Brugada-HUCA：用于Brugada综合征研究的12导联心电图记录心血管系统疾病Brugada综合征医学影像心电图Brugada综合征12导联心电图记录数据集，用于罕见心律失常研究。PhysioNethttps://physionet.org/content/brugada-huca/访问
WSSS4LUAD 冠状动脉分割心血管系统疾病病理Patch分割 · 冠状动脉—https://wsss4luad.grand-challenge.org/访问
HVSMR心血管系统疾病MRI心脏分割3D MR, 19 Cases, 4 Categories of Cardiac Anatomical Structure SegmentationProject Homepagehttps://segchd.csail.mit.edu/访问
MM-WHS心血管系统疾病心脏分割3D CT/MRI, 120 Cases, 7 Categories of Heart Substructure Segmentation, MICCAI 2017GitHubhttps://zmiclab.github.io/zxh/0/mmwhs/访问
MSD Cardiac心血管系统疾病MRI心脏分割3D MRI, 30 Cases, Left Atrium SegmentationMedical Segmentation Decathlonhttp://medicaldecathlon.com/访问
M&Ms Cardiac CMR Segmentation心血管系统疾病MRI心脏分割3D MR, 375 Cases, Left and right ventricles and myocardial segmentation, MICCAI 2020Project Homepagehttps://www.ub.edu/mnms/访问
EMIDEC心血管系统疾病MRI病灶分割3D DE-MRI, 150 Cases, Myocardial Infarction Segmentation, MICCAI 2020Project Homepagehttps://emidec.com/访问
CMRxMotion心血管系统疾病MRI心脏分割3D MRI, 360 Cases, Heart Structure Segmentation, MICCAI 2022Synapsehttps://www.synapse.org/#!Synapse:syn28503327/wiki/617823访问
ImageCAS心血管系统疾病血管分割3D CTA, 1000 Cases, Coronary Artery SegmentationGitHubhttps://github.com/XiaoweiXu/ImageCAS-A-Large-Scale-Dataset-and-Benchmark-for-Coronary-Artery-Segmentation-based-on-CT访问
CardiacUDA心血管系统疾病超声心脏分割2D Ultrasound, 992 Cases, 5 Categories of Heart Structure SegmentationGitHubhttps://github.com/xmed-lab/GraphEcho访问
MICCAI 2024 CARE WHS++心血管系统疾病CT心脏分割3D CT/CTA, 206 Cases, Whole heart segmentation, MICCAI 2024Project Homepagehttps://autopet-iii.grand-challenge.org/task/访问
EchoNet-Dynamic心血管系统疾病超声心功能评估10,000+ labeled echocardiogram videos and human expert tracingGitHubhttps://echonet.github.io/dynamic/访问
OCMR心血管系统疾病MRI图像重建Open-Access Multi-Coil k-Space Dataset for Cardiovascular MRI, ~250 volumesGitHubhttps://ocmr.info/访问
Whole-Heart and Great Vessel Segmentation 3D CMR Congenital Heart Disease心血管系统疾病MRI心脏分割20 cardiac MR images in Congenital Heart Disease, whole heart segmentationGitHubhttp://segchd.csail.mit.edu/data.html访问
PTB-XL ECG Dataset心血管系统疾病心律失常检测Large-scale 12-lead ECG dataset with 21,000+ recordings for arrhythmia detectionPhysioNethttps://physionet.org/content/ptb-xl/1.0.0/访问
MIT-BIH Arrhythmia Database心血管系统疾病心律失常检测Standard test material for evaluation of arrhythmia detectorsPhysioNethttps://physionet.org/content/mitdb/1.0.0/访问
HLS-CMDS Heart and Lung Sounds Dataset心血管系统疾病音频心肺音分类Heart and Lung Sounds Dataset Recorded from a Clinical Manikin using Digital Stethoscope 2025UCIhttp://archive.ics.uci.edu/dataset/1202/hls-cmds:+heart+and+lung+sounds+dataset+recorded+from+a+cli访问
AbdomenAtlas Mini心血管系统疾病CT腹部器官分割5,195 CT scans, 9 abdominal organs (liver, kidneys, spleen, stomach, gallbladder, pancreas, aorta, IVC)GitHubhttps://github.com/MrGiovanni/AbdomenAtlas访问
LCTSC Lung CT Segmentation Challenge心血管系统疾病CT放疗器官分割60 CT scans, esophagus/heart/spinal cord/lungs/tumors, radiation therapy planningTCIAhttps://www.cancerimagingarchive.net/collection/lctsc/访问
Cardiac CCTA Dataset心血管系统疾病心脏结构分割206 patients, 8 cardiovascular structures, cardiac CT angiographyDryadhttps://datadryad.org/dataset/doi:10.5061/dryad.9s4mw6mc9访问
CAMUS Cardiac Ultrasound Segmentation心血管系统疾病超声心脏超声分割500 patients, cardiac ultrasound segmentation, left ventricle analysisCAMUShttps://www.creatis.insa-lyon.fr/Challenge/camus/访问
MIMIC-IV-ECG心血管系统疾病心电图诊断~800,000 diagnostic electrocardiograms across ~160,000 unique patients, matched to MIMIC-IVPhysioNethttps://physionet.org/content/?topic=mimic访问
MIMIC-IV-ECG Demo心血管系统疾病心电图诊断659 diagnostic electrocardiograms across 92 unique patients, demo subset of MIMIC-IV-ECGPhysioNethttps://physionet.org/content/?topic=mimic访问
KURIAS-ECG心血管系统疾病心电图诊断12-lead electrocardiogram database with standardized diagnosis ontologyPhysioNethttps://physionet.org/content/?topic=minimed访问
Multi-Night IHR Accelerometry EEG Sleep心血管系统疾病睡眠分期Multi-night instantaneous heart rate and 3-axis accelerometry from Apple Watch paired with EEG sleep stage labels from DPhysioNethttps://www.physionet.org/content/?topic=standard访问