uni-medical / MedIMLinks
One-line code to get SoTA pre-trained Medical Image Models ready in PyTorch.
☆42Updated 4 months ago
Alternatives and similar repositories for MedIM
Users that are interested in MedIM are comparing it to the libraries listed below
Sorting:
- ☆69Updated last year
- [MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging …☆47Updated last year
- MICCAI 2024/2025: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentat…☆99Updated last week
- [MedIA Best Paper Award] Official implementation of MedIA paper "BayeSeg: Bayesian Modelling for Medical Image Segmentation with Interpre…☆90Updated 8 months ago
- ☆64Updated last year
- NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation☆72Updated 6 months ago
- [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures☆121Updated last week
- ☆74Updated last year
- Implemention of the Paper "MultiTalent: A Multi-Dataset Approach to Medical Image Segmentation"☆60Updated last month
- The official implementation of "Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmen…☆40Updated 2 years ago
- [MICCAI 2022] The official repository of Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac…☆36Updated last year
- MSHub: Medical Image Segmentation Hub with Pre-trained nnUNets☆23Updated 5 months ago
- ☆25Updated 3 weeks ago
- LesionLocator is a framework for zero-shot lesion segmentation and longitudinal tumor tracking in 3D full-body imaging.☆63Updated 2 weeks ago
- ☆14Updated last year
- MedIA 2025 | A-Eval: A Benchmark for Cross-Dataset and Cross-Modality Evaluation of Abdominal Multi-Organ Segmentation☆32Updated 5 months ago
- [ICCV 2025] AbdomenAtlas 3.0 (9,262 CT volumes + medical reports). These “superhuman” reports are more accurate, detailed, standardized, …☆114Updated last week
- ☆43Updated 5 months ago
- [MICCAI 2024] Cellular Automata for Tumor Development - Realistic Synthetic Tumors in Liver, Pancreas, and Kidney☆41Updated 3 months ago
- [MICCAI 2024] Centerline Boundary Dice Loss for Vascular Segmentation☆68Updated 7 months ago
- A curated list of diffusion models in medical image analysis.☆89Updated 2 years ago
- Preprocessing scripts: from dicom to aligned nitfy for SynthRAD2023 Grand Challenge☆67Updated 2 years ago
- Champion Solution of MICCAI FLARE22 Challenge and FLARE24 Task2 Challenge based on nnU-Net.☆75Updated 10 months ago
- (TMI-2024) Source-Free Active Domain Adaptation (SFADA) for GTV Segmentation across Multiple Hospitals☆40Updated 7 months ago
- [Nature Machine Intelligence Journal] Official pytorch implementation for Uncertainty-Guided Dual-Views for Semi-Supervised Volumetric M…☆74Updated 2 years ago
- PanTS: The Pancreatic Tumor Segmentation Dataset☆22Updated this week
- [MICCAI 2022 Best Paper Finalist] Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi Supervised Segmentation☆40Updated 2 months ago
- Pan-Tumor Radiology Foundation Model Utilizing Synthetic Training Data for Advanced Oncological Insights☆49Updated 2 months ago
- An Open-access Dataset for Liver Lesion Diagnosis on Multi-phase MRI☆27Updated 4 months ago
- PyTorch implementation for MA-SAM☆161Updated this week