SOTA medical image segmentation methods based on various challenges
☆1,679Dec 12, 2023Updated 2 years ago
Alternatives and similar repositories for SOTA-MedSeg
Users that are interested in SOTA-MedSeg are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A collection of loss functions for medical image segmentation☆4,004Nov 1, 2023Updated 3 years ago
- MICCAI 2019-2026 Open Source Papers☆1,295Sep 23, 2026Updated last month
- ☆9,000Updated this week
- A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation☆1,920Jul 25, 2024Updated 2 years ago
- A framework for data augmentation for 2D and 3D image classification and segmentation☆1,177Updated this week
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.☆2,702Jun 7, 2025Updated last year
- code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.☆542Nov 13, 2020Updated 5 years ago
- Paper and implementation of UNet-related model.☆2,591May 21, 2020Updated 6 years ago
- [MICCAI 2019 Young Scientist Award] [MedIA Best Paper Award] Models Genesis: self-supervised pre-training for 3D medical images. Learns t…☆796Aug 25, 2026Updated 2 months ago
- Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet projec…☆2,278Oct 13, 2026Updated 3 weeks ago
- Awesome GAN for Medical Imaging☆2,362May 29, 2022Updated 4 years ago
- The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net…☆1,363Jun 17, 2024Updated 2 years ago
- tracking medical datasets, with a focus on medical imaging☆930Oct 16, 2026Updated 2 weeks ago
- Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI☆389Jul 6, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- AI Toolkit for Healthcare Imaging☆8,816Updated this week
- How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study☆406Apr 30, 2021Updated 5 years ago
- Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation☆2,065Nov 13, 2020Updated 5 years ago
- ☆361Apr 30, 2026Updated 6 months ago
- TMI 2018. H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes☆569Dec 8, 2022Updated 3 years ago
- Medical imaging processing for AI applications.☆2,452Updated this week
- Uncertainty in Medical Image Analysis☆318Nov 6, 2021Updated 4 years ago
- A collection of resources on applications of Transformers in Medical Imaging.☆1,297Jun 21, 2026Updated 4 months ago
- Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation☆2,239Nov 6, 2025Updated 11 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without ma…☆664Oct 8, 2026Updated 3 weeks ago
- Semi-supervised Medical Image Segmentation through Dual-task Consistency☆338Mar 7, 2022Updated 4 years ago
- MICCAI2019:3D U$^2$-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation☆237Oct 18, 2023Updated 3 years ago
- Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images☆190Aug 4, 2020Updated 6 years ago
- Segment Anything in Medical Images☆4,431May 7, 2025Updated last year
- [ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.☆679Oct 24, 2025Updated last year
- MONAI Tutorials☆2,580Updated this week
- Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in Me…☆736Mar 19, 2024Updated 2 years ago
- This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medi…☆3,249Feb 25, 2026Updated 8 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.
- 3D U-Net model for volumetric semantic segmentation written in pytorch☆2,430Oct 26, 2026Updated last week
- 医学影像数据集列表 『An Index for Medical Imaging Datasets』☆3,637Aug 15, 2024Updated 2 years ago
- ☆531Oct 19, 2022Updated 4 years ago
- A PyTorch framework for medical image segmentation☆342Apr 15, 2024Updated 2 years ago
- This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.☆917Dec 9, 2025Updated 10 months ago
- 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
- Library to compute surface distance based performance metrics for segmentation tasks.☆603Feb 19, 2025Updated last year