[nature biomedical engineering 2025] Official code for paper: A generalist foundation model and database for open-world medical image segmentation (MedSegX)

Interactive GUI tool for myocardial scar segmentation from cardiac MRI using fine-tuned SAM and YOLO detection. No GPU or coding required.

Fine-tuning MedSAM and SAM for medical image segmentation with custom prompt strategies

[MICCAI 2026] HiFi-Rep: Leveraging High-Resolution Vision Foundation Models with Tri-Planar Slice Context for CT Report Generation

nnU-Net applied to BTCV, CHAOS, and KiTS23 datasets with ablation studies

Investigating whether a segmentation transformer pretrained on 13 abdominal organs can be efficiently adapted to a new, data-scarce single-organ task — without training from scratch.