搜索医学 AI 论文与资源

Multimodal clinical data foundation and benchmark introduced at ICML 2025 for clinical foundation model research.

Interactive medical image segmentation benchmark and baseline from CVPR 2025, covering multiple modalities, organs, and target structures.

Foundation model and toolkit for all-in-one biomedical image parsing across recognition, detection, and segmentation tasks.

Deidentified EHR data for ICU and hospital patients at Beth Israel Deaconess Medical Center, distributed through PhysioNet with credentialed access.

JPG-formatted chest radiographs with labels derived from free-text reports, hosted by PhysioNet.

NIH Clinical Center chest X-ray dataset released for computer-aided detection and radiology machine learning research.

Legacy multi-task biomedical image segmentation benchmark retained as a reference; newer segmentation benchmarks are listed above it.

Low-dose CT imaging collection from the National Lung Screening Trial, distributed by The Cancer Imaging Archive.