数据资源upper extremity radiographs with abnormality labelsmusculoskeletal X-ray datasetLarge Stanford musculoskeletal radiograph dataset申请访问 MURA 肌骨 X 光数据集
MURA is a musculoskeletal radiograph dataset from Stanford for abnormality detection in upper extremity X-rays. It is used for radiology classification, fracture-related screening, musculoskeletal imaging AI, and human-AI comparison studies.
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.
Stanford AIMI Grand Rounds
Stanford AIMI Grand Rounds seminar series on artificial intelligence in medicine and imaging.
RSNA 影像 AI 证书
RSNA certificate program for radiology professionals applying AI in medical imaging practice.