MrGiovanni/AbdomenAtlas

Project Imaging-X: A Survey of 1000+ Open-Access Medical Imaging Datasets for Foundation Model Development

[CVPR 2023] Label-Free Liver Tumor Segmentation

[Nature 2026] Merlin is a 3D VLM for computed tomography that leverages both structured electronic health records (EHR) and unstructured radiology reports for pretraining.

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

Tool for robust segmentation of >100 important anatomical structures in CT and MR images

MedSAM2: Segment Anything in 3D Medical Images and Videos

[ICLR 2024 oral; top 1.2%] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)

MONAI Model Zoo that hosts models in the MONAI Bundle format.

SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image