☆156Jan 20, 2026Updated last month
Alternatives and similar repositories for Lifelong-nnUNet
Users that are interested in Lifelong-nnUNet are comparing it to the libraries listed below
Sorting:
- [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures☆131Nov 24, 2025Updated 3 months ago
- [ICLR 2024 Oral] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)☆399Jan 13, 2026Updated last month
- Official implementation of Instance-wise and Center-of-Instance (ICI) segmentation loss☆12Oct 6, 2023Updated 2 years ago
- A multilabel lymph node segmentation dataset from contrast CT☆27Jul 29, 2025Updated 7 months ago
- MOOSE (Multi-organ objective segmentation) a data-centric AI solution that generates multilabel organ segmentations to facilitate systemi…☆309Updated this week
- [ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.☆665Oct 24, 2025Updated 4 months ago
- ☆21Nov 28, 2023Updated 2 years ago
- nnDetection is a self-configuring framework for 3D (volumetric) medical object detection which can be applied to new data sets without ma…☆631Oct 27, 2025Updated 4 months ago
- ☆358Feb 15, 2026Updated 2 weeks ago
- ☆38Jun 20, 2025Updated 8 months ago
- [CVPR 2025] Unraveling Normal Anatomy via Fluid-Driven Anomaly Randomization☆20Jan 31, 2026Updated last month
- [NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)☆297Nov 24, 2025Updated 3 months ago
- A generalizable application framework for segmentation, regression, and classification using PyTorch☆189Aug 16, 2025Updated 6 months ago
- Adversarial Continual Learning for Multi-Domain Hippocampal Segmentation☆14Jul 20, 2021Updated 4 years ago
- The official repository to build SAT-DS, a medical data collection of over 72 public segmentation datasets, contains over 22K 3D images, …☆141Dec 3, 2025Updated 3 months ago
- The largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations), up un…☆363Sep 3, 2024Updated last year
- NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation☆81Nov 19, 2025Updated 3 months ago
- The official code for "SegVol: Universal and Interactive Volumetric Medical Image Segmentation".☆369Jan 11, 2026Updated last month
- Robust Segmentation and Labeling of Vertebrae, Intervertebral Discs, Spinal Cord, and Spinal Canal in MRI Images Using nnU-Net and Iterat…☆87Jan 29, 2026Updated last month
- Submission for MICCAI HACKATHON: https://miccai-hackathon.com/#participate☆15Jul 19, 2023Updated 2 years ago
- This repository contains codes for AortaSeg24 Grand-Challenge.☆19Nov 22, 2024Updated last year
- Integrating advanced UNet architectural features into nnUNet framework.☆24May 25, 2023Updated 2 years ago
- Contrast-agnostic segmentation of MRI scans☆534Jul 17, 2024Updated last year
- A dataset of whole heart and great vessel segmentation of chd_segmentation is published.☆27Nov 2, 2023Updated 2 years ago
- TotalSegmentator packaged as an AIDE Application, based on the MONAI Application Package (MAP) standard.☆33Feb 13, 2024Updated 2 years ago
- This repository contains the implementation for our work "Learning Topological Interactions for Multi-Class Medical Image Segmentation", …☆84Feb 19, 2024Updated 2 years ago
- Foundation 3D ViT model for volumetric head CT☆49Sep 29, 2025Updated 5 months ago
- [CVPR2021] DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets☆188Aug 29, 2023Updated 2 years ago
- SOTA medical image segmentation methods based on various challenges☆1,659Dec 12, 2023Updated 2 years ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆74Apr 25, 2023Updated 2 years ago
- ☆26Oct 16, 2025Updated 4 months ago
- Uncertainty-Guided Interactive Refinement for Segmentation☆57May 21, 2021Updated 4 years ago
- [Nature Machine Intelligence 2024] Code and evaluation repository for the paper☆131Mar 5, 2025Updated last year
- UniverSeg: Universal Medical Image Segmentation☆580Jul 15, 2023Updated 2 years ago
- ☆8,076Feb 18, 2026Updated 2 weeks ago
- The official implementation of "Joint Modeling of Image and Label Statistics for Enhancing Model Generalizability of Medical Image Segmen…☆41Nov 29, 2022Updated 3 years ago
- Software for automatic segmentation and generation of standardized clinical reports of brain tumors from MRI volumes☆43Jan 15, 2026Updated last month
- fused re-parameterisation, inverted bottleneck and partial spatial convolutions☆10Jul 12, 2023Updated 2 years ago
- MONAI Label Apps Zoo (Active Development in Progress)☆13May 13, 2022Updated 3 years ago