A foundation model for chest radiography
Nature Machine Intelligence 2025
ARK is a chest radiography foundation model reported in Nature Machine Intelligence for visual representation learning and radiology downstream tasks.
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Nature Medicine 2025
Nature Medicine paper on Med-PaLM 2 and expert-level medical question answering with large language models.
A generalist vision-language foundation model for diverse biomedical tasks
Nature Medicine 2024
Nature Medicine article describing a generalist biomedical vision-language foundation model evaluated across multiple biomedical tasks.
开源数据
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Multimodal clinical dataCLIMB clinical foundation model benchmark
Benchmark
ICML 2025benchmark/code
Multimodal clinical data foundation and benchmark introduced at ICML 2025 for clinical foundation model research.
医学影像IMed-361M / IMIS-Bench
分割基准
CVPR 2025interactive segmentation
Interactive medical image segmentation benchmark and baseline from CVPR 2025, covering multiple modalities, organs, and target structures.
Text and medical imagesMedGemma / MedSigLIP medical AI models
Model
Googlemodel guide
Google Health AI Developer Foundations open model resources for medical text and medical image understanding, including MedGemma 1.5 resources.
技术竞赛
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Training release scheduled 2026-05-11 17:00 BeijingOfficial phase starts 2026-05-11Submissions due 2026-07-01 11:00 Beijing专刊征稿
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