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Awesome-Foundation-Models-for-Advancing-Healthcare. We present a comprehensive and deep review of the HFM in challenges, opportunities, and future directions. The released paper: https://arxiv.org/abs/2404.03264
254GVSL. Python
70TAMP. The official code of TAMP - Imaging foundation model for universal enhancement of non-ideal measurement CT
35BRBS. Official Implementation for BRBS for few-shot medical image segmentation
26PC-Reg-RT. The source code of "Few-shot Learning for Deformable Medical Image Registration with Perception-Correspondence Decoupling and Reverse Teaching".
15GEMINI. The official code of GEMINI - Homeomorphism Prior for Representation Learning (accepted by TPAMI 2025)
13DenseBiasNet-pytorch. Python
12COVER. [ICCV'25] Vector Contrastive Learning For Pixel-Wise Pretraining In Medical Vision
11P2-Net. The open source code of "Multi-task Learning for Pulmonary Arterial Hypertension Prognosis Prediction via Memory Drift and Prior Prompt Learning on 3D Chest CT"
5MGANet. Official code of MGANet paper.
2YutingHe-list.github.io. YutingHe-list.github.io
2awesome-open-set-medical-image-analysis.
2UniNICT2025. The official repository of UniNICT 2025 challenge.
1voxelmorph. Unsupervised Learning for Image Registration
1GCAE. The code for "Generative coronary artery engine for vessel segmentation and stenosis detection".
1RaSE.
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