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.
数据资源电子病历重症监护与住院记录PhysioNet v3.1受限访问 MIMIC-IV 临床数据库 v3.1
Deidentified EHR data for ICU and hospital patients at Beth Israel Deaconess Medical Center, distributed through PhysioNet with credentialed access.
征稿与合作npj Cardiovascular Health截止 北京时间 2026-06-12期刊专刊 npj Cardiovascular Health 专辑:使用 AI 与 ML 的临床照护和以患者为中心的互动
This Nature Portfolio / npj Cardiovascular Health collection is open for submissions until 2026-06-12. It calls for AI and machine learning work in cardiovascular care, including diagnostic evaluation, CVD risk prediction, cardiac imaging and ECG deep learning, EHR tooling, multi-omics, wearables, remote monitoring, deployment, transparency, ethics, and regulation.
征稿与合作Risk Management and Healthcare Policy截止 北京时间 2026-05-31期刊专刊 Risk Management and Healthcare Policy 文章集:医疗风险管理中的人工智能
This Taylor & Francis / Risk Management and Healthcare Policy article collection focuses on artificial intelligence in healthcare risk management, including AI applications for early disease detection, personalized treatment optimization, real-time risk prediction, patient safety, and health-system risk management. The CFP listing gives a 2026-05-31 submission deadline.