数据资源MRI, DXA, ultrasound, retinal imaging, genetics, and health recordspopulation-scale multimodal imaging cohortPopulation-scale UK Biobank imaging cohort; application required申请访问 UK Biobank 影像数据
UK Biobank Imaging provides large-scale imaging phenotypes linked to genetic, lifestyle, and health outcome data. It is used for population-scale medical imaging AI, disease risk prediction, representation learning, multimodal biomedical modeling, and epidemiological AI studies.
数据资源cardiac ultrasound videos with functional annotationsechocardiography video datasetLarge echocardiography video dataset; see official site申请访问 EchoNet-Dynamic 心脏超声视频数据集
EchoNet-Dynamic is a cardiac ultrasound video dataset with expert annotations for left ventricular function. It is used for echocardiography video understanding, ejection fraction estimation, cardiac segmentation, and clinical video AI research.
数据资源Biomedical imagesTool/modelFoundation model and code开放访问 BiomedParse 生物医学图像解析基础模型
Foundation model and toolkit for all-in-one biomedical image parsing across recognition, detection, and segmentation tasks.
数据资源医学影像分割基准IMed-361M / IMIS-Bench开放访问 IMed-361M / IMIS-Bench 交互式医学图像分割基准
Interactive medical image segmentation benchmark and baseline from CVPR 2025, covering multiple modalities, organs, and target structures.