One-line code to get SoTA pre-trained Medical Image Models ready in PyTorch.
☆55Mar 29, 2025Updated last year
Alternatives and similar repositories for MedIM
Users that are interested in MedIM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- MedIA 2025 | A-Eval: A Benchmark for Cross-Dataset and Cross-Modality Evaluation of Abdominal Multi-Organ Segmentation☆34Feb 17, 2025Updated last year
- Sci. Rep. 2025 | Revisiting model scaling with a U-net benchmark for 3D medical image segmentation☆19Aug 21, 2025Updated last year
- [MICCAI 2026] A longitudinal, multimodal algorithm for multi-tumor segmentation (learning from reports).☆15Updated this week
- IEEE JBHI 2026 | MedSegAgent: A Universal and Scalable Multi-Agent System for Instructive Medical Image Segmentation☆48Sep 9, 2026Updated 2 weeks ago
- SAM-Med3D: An Efficient General-purpose Promptable Segmentation Model for 3D Volumetric Medical Image☆962Sep 21, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Repository for the Universal Lesion Segmentation Challenge '23☆42May 11, 2025Updated last year
- [TPAMI 2026] Large-Scale 3D Medical Image Pre-training with Geometric Context Priors☆288Apr 9, 2026Updated 5 months ago
- [Nature Communications 2025] Large-Scale Generative Tumor Synthesis in Computed Tomography Images for Improving Tumor Recognition☆63Mar 20, 2026Updated 6 months ago
- [NeurIPS 2025] PanTS: The Pancreatic Tumor Segmentation Dataset. PanTS is a vision-language dataset, which enables development and extern…☆126Aug 25, 2026Updated last month
- [2026 ICML] 3DMedAgent: Unified Perception-to-Understanding for 3D Medical Analysis☆37May 25, 2026Updated 4 months ago
- nnActive -- code, benchmark and results for the largest study of Active Learning for 3D Biomedical Imaging.☆24Mar 12, 2026Updated 6 months ago
- Grand Challenge; autoPET 2022; MICCAI 2022 challenges☆15Sep 17, 2022Updated 4 years ago
- A nnU-Netv2 based acceleration solution for Abdominal organs and tumor segmentation.☆21Nov 24, 2023Updated 2 years ago
- U-VLM: Hierarchical Vision Language Modeling for Report Generation☆20Apr 30, 2026Updated 4 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ICLR 2026] Glance and Focus Reinforcement for Pan-cancer Screening☆37May 14, 2026Updated 4 months ago
- [MICCAIW 2025] ShapeKit☆21Sep 9, 2026Updated 2 weeks ago
- GMAI-VL & GMAI-VL-5.5M: A Large Vision-Language Model and A Comprehensive Multimodal Dataset Towards General Medical AI.☆102Jun 23, 2026Updated 3 months ago
- LesionLocator is a framework for zero-shot lesion segmentation and longitudinal tumor tracking in 3D full-body imaging.☆113Sep 21, 2026Updated last week
- ☆18Sep 30, 2024Updated last year
- The largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations), up un…☆373Sep 3, 2024Updated 2 years ago
- [npj Digital Medicine] A generalizable 3D framework and model for self-supervised learning in medical imaging☆171Nov 7, 2025Updated 10 months ago
- Ensemble Learning of Foundation Models☆23Aug 20, 2026Updated last month
- SegmentAnyBone: A Universal Model that Segments Any Bone at Any Location on MRI☆128Dec 23, 2024Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- MICCAI 2024/2025: nnUNet incorporating additional baselines as SAMed️, Mamba Variants, and MedNeXT to establish a benchmark for segmentat…☆140May 19, 2026Updated 4 months ago
- ☆27Jan 29, 2024Updated 2 years ago
- MIDL2022 | AdwU-Ne: Adaptive depth and width U-Net.☆21Mar 26, 2022Updated 4 years ago
- MSHub: Medical Image Segmentation Hub with Pre-trained nnUNets☆24Feb 28, 2025Updated last year
- Our(team: winter) solutions for MICCAI Learn2Reg 2021.☆20May 8, 2022Updated 4 years ago
- A deep-learning method for segmenting fractures from 3D CT images.☆42May 20, 2024Updated 2 years ago
- ☆54Updated this week
- [ISBI 2025] Design Data Before Models: Using large vision-language models to automatically enhance medical dataset annotations.☆35Jan 28, 2026Updated 8 months ago
- Algorithm submission template for the TopCoW 2024 challenge on grand-challenge☆11Feb 9, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for MICCAI 2023 paper: Robust Segmentation via Topology Violation Detection and Feature Synthesis☆29Oct 9, 2025Updated 11 months ago
- CT-FM: A 3D Image-Based Foundation Model for Computed Tomography☆78Apr 22, 2026Updated 5 months ago
- ☆62Aug 24, 2026Updated last month
- We propose a Dynamic Screening and Clinical-Enhanced Network (DSCENet) for the subtype classification of MPNs on the multimodal fusion of…☆13Dec 27, 2024Updated last year
- Datasets & Code for the WACV 2024 paper 'Robust Source-Free Domain Adaptation for Fundus Image Segmentation'☆13Jan 26, 2024Updated 2 years ago
- [ICLR 2024 oral; top 1.2%] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)☆433Aug 25, 2026Updated last month
- [ICCV 2025] AbdomenAtlas 3.0 (9,262 CT volumes + medical reports). These “superhuman” reports are more accurate, detailed, standardized, …☆221Aug 26, 2026Updated last month