[MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis, one of the first "foundation" models in medical image analysis for multiple downstream tasks
☆781Jun 22, 2025Updated 11 months ago
Alternatives and similar repositories for ModelsGenesis
Users that are interested in ModelsGenesis are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Many studies have shown that the performance on deep learning is significantly affected by volume of training data. The MedicalNet projec…☆2,218Nov 27, 2025Updated 5 months ago
- Official Keras & PyTorch Implementation and Pre-trained Models for Semantic Genesis - MICCAI 2020☆83Oct 24, 2021Updated 4 years ago
- ☆8,417May 13, 2026Updated last week
- SOTA medical image segmentation methods based on various challenges☆1,673Dec 12, 2023Updated 2 years ago
- ☆192Mar 3, 2022Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- A framework for data augmentation for 2D and 3D image classification and segmentation☆1,174May 12, 2026Updated last week
- MICCAI 2019-2023 Open Source Papers☆1,294Nov 1, 2023Updated 2 years ago
- [ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.☆674Oct 24, 2025Updated 6 months ago
- code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.☆535Nov 13, 2020Updated 5 years ago
- [ICLR 2024 oral; top 1.2%] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)☆416Jan 13, 2026Updated 4 months ago
- Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.☆2,642Jun 7, 2025Updated 11 months ago
- ☆359Apr 30, 2026Updated 3 weeks ago
- The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net…☆1,353Jun 17, 2024Updated last year
- Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation☆2,059Nov 13, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- AI Toolkit for Healthcare Imaging☆8,186Updated this week
- A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation☆1,909Jul 25, 2024Updated last year
- A collection of loss functions for medical image segmentation☆4,005Nov 1, 2023Updated 2 years ago
- Medical imaging processing for AI applications.☆2,394May 6, 2026Updated 2 weeks ago
- Implementation of "Data augmentation using learned transforms for one-shot medical image segmentation"☆404Jul 14, 2020Updated 5 years ago
- nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without ma…☆641Oct 27, 2025Updated 6 months ago
- TMI 2018. H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes☆574Dec 8, 2022Updated 3 years ago
- tracking medical datasets, with a focus on medical imaging☆924Mar 28, 2025Updated last year
- [IEEE TMI] Official Implementation for UNet++☆2,656Aug 25, 2025Updated 8 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.
- [NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)☆303Nov 24, 2025Updated 5 months ago
- Library to compute surface distance based performance metrics for segmentation tasks.☆597Feb 19, 2025Updated last year
- Semi-supervised Medical Image Segmentation through Dual-task Consistency☆335Mar 7, 2022Updated 4 years ago
- How Distance Transform Maps Boost Segmentation CNNs: An Empirical Study☆402Apr 30, 2021Updated 5 years ago
- Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images☆186Aug 4, 2020Updated 5 years ago
- Uncertainty in Medical Image Analysis☆317Nov 6, 2021Updated 4 years ago
- Awesome GAN for Medical Imaging☆2,361May 29, 2022Updated 3 years ago
- Paper and implementation of UNet-related model.☆2,589May 21, 2020Updated 6 years ago
- [TMI'20, AAAI'19] Synergistic Image and Feature Adaptation☆274Feb 15, 2021Updated 5 years 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.
- [CVPR2021] DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets☆189Aug 29, 2023Updated 2 years ago
- Neural networks toolbox focused on medical image analysis☆375Updated this week
- [CVPR 2023] Label-Free Liver Tumor Segmentation☆379Jan 26, 2026Updated 3 months ago
- Medical image registration using deep learning☆622Dec 15, 2022Updated 3 years ago
- The official repository of the 2019 Kidney and Kidney Tumor Segmentation Challenge☆465May 13, 2026Updated last week
- PIPO-FAN for multi organ segmentation over partial labeled datasets using pytorch☆63Jan 7, 2021Updated 5 years ago
- MICCAI2019:3D U$^2$-Net: A 3D Universal U-Net for Multi-Domain Medical Image Segmentation☆238Oct 18, 2023Updated 2 years ago