JunMa11 / SOTA-MedSegView external linksLinks
SOTA medical image segmentation methods based on various challenges
☆1,659Dec 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
Sorting:
- MICCAI 2019-2023 Open Source Papers☆1,292Nov 1, 2023Updated 2 years ago
- ☆8,011Feb 4, 2026Updated last week
- A collection of loss functions for medical image segmentation☆3,998Nov 1, 2023Updated 2 years ago
- A framework for data augmentation for 2D and 3D image classification and segmentation☆1,173Mar 25, 2025Updated 10 months ago
- A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation☆1,899Jul 25, 2024Updated last year
- Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.☆2,598Jun 7, 2025Updated 8 months ago
- code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.☆531Nov 13, 2020Updated 5 years ago
- Paper and implementation of UNet-related model.☆2,581May 21, 2020Updated 5 years ago
- The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net…☆1,346Jun 17, 2024Updated last year
- Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet projec…☆2,174Nov 27, 2025Updated 2 months ago
- Awesome GAN for Medical Imaging☆2,363May 29, 2022Updated 3 years ago
- [MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis☆773Jun 22, 2025Updated 7 months ago
- How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study☆400Apr 30, 2021Updated 4 years ago
- AI Toolkit for Healthcare Imaging☆7,831Jan 30, 2026Updated 2 weeks ago
- tracking medical datasets, with a focus on medical imaging☆894Mar 28, 2025Updated 10 months ago
- ☆359Dec 23, 2025Updated last month
- Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation☆2,039Nov 13, 2020Updated 5 years ago
- Official Pytorch Code of KiU-Net for Image/3D Segmentation - MICCAI 2020 (Oral), IEEE TMI☆392Jul 6, 2023Updated 2 years ago
- Medical imaging processing for AI applications.☆2,357Updated this week
- Uncertainty in Medical Image Analysis☆318Nov 6, 2021Updated 4 years ago
- TMI 2018. H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes☆572Dec 8, 2022Updated 3 years ago
- Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in Me…☆720Mar 19, 2024Updated last year
- Pytorch 3D U-Net Convolution Neural Network (CNN) designed for medical image segmentation☆2,174Nov 6, 2025Updated 3 months ago
- Semi-supervised Medical Image Segmentation through Dual-task Consistency☆329Mar 7, 2022Updated 3 years ago
- A collection of resources on applications of Transformers in Medical Imaging.☆1,285Apr 18, 2024Updated last year
- nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without ma…☆627Oct 27, 2025Updated 3 months ago
- ☆533Oct 19, 2022Updated 3 years ago
- Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images☆186Aug 4, 2020Updated 5 years ago
- 医学影像数据集列表 『An Index for Medical Imaging Datasets』☆3,468Aug 15, 2024Updated last year
- 3D U-Net model for volumetric semantic segmentation written in pytorch☆2,354Dec 16, 2025Updated last month
- MICCAI2019:3D U$^2$-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation☆240Oct 18, 2023Updated 2 years ago
- This repository is an unoffical PyTorch implementation of Medical segmentation in 2D and 3D.☆928Dec 9, 2025Updated 2 months ago
- This repository includes the official project of TransUNet, presented in our paper: TransUNet: Transformers Make Strong Encoders for Medi…☆3,095Jul 26, 2024Updated last year
- A PyTorch framework for medical image segmentation☆340Apr 15, 2024Updated last year
- [ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.☆664Oct 24, 2025Updated 3 months ago
- Tool for robust segmentation of >100 important anatomical structures in CT and MR images☆2,468Feb 5, 2026Updated last week
- MONAI Tutorials☆2,385Jan 30, 2026Updated 2 weeks ago
- [MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.☆480Nov 2, 2024Updated last year
- Implementations of recent research prototypes/demonstrations using MONAI.☆1,190Oct 6, 2025Updated 4 months ago