The official repository of "AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?"
☆263Nov 26, 2023Updated 2 years ago
Alternatives and similar repositories for AbdomenCT-1K
Users that are interested in AbdomenCT-1K are comparing it to the libraries listed below
Sorting:
- [MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image☆171Sep 4, 2024Updated last year
- [MICCAI 2021 Challenge] The official baseline model for MICCAI Challenge: Fast and Low GPU memory Abdominal oRgan sEgmentation (FLARE21)☆42May 5, 2023Updated 2 years ago
- [NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)☆297Nov 24, 2025Updated 3 months ago
- Official Repository of MICCAI FLARE Challenges☆68Mar 29, 2024Updated last year
- Champion Solution of MICCAI FLARE22 Challenge and FLARE24 Task2 Challenge based on nnU-Net.☆80Oct 9, 2024Updated last year
- [ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.☆665Oct 24, 2025Updated 4 months ago
- [ICLR 2024 Oral] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)☆401Jan 13, 2026Updated last month
- [MICCAI 2023] MedNeXt is a fully ConvNeXt architecture for 3D medical image segmentation.☆485Nov 2, 2024Updated last year
- Tool for robust segmentation of >100 important anatomical structures in CT and MR images☆2,502Feb 11, 2026Updated 3 weeks ago
- Segmentation for medical image.☆86Dec 28, 2021Updated 4 years ago
- MedIA 2025 | A-Eval: A Benchmark for Cross-Dataset and Cross-Modality Evaluation of Abdominal Multi-Organ Segmentation☆33Feb 17, 2025Updated last year
- Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images☆186Aug 4, 2020Updated 5 years ago
- The official repository of the 2021 Kidney and Kidney Tumor Segmentation Challenge☆181Apr 17, 2023Updated 2 years ago
- [NeurIPS 2024] Touchstone - Benchmarking AI on 5,172 o.o.d. CT volumes and 9 anatomical structures☆131Nov 24, 2025Updated 3 months ago
- [MICCAIW 2025] ShapeKit☆20Jan 6, 2026Updated 2 months ago
- ☆8,108Updated this week
- Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.☆2,606Jun 7, 2025Updated 9 months ago
- The official code for "SegVol: Universal and Interactive Volumetric Medical Image Segmentation".☆369Jan 11, 2026Updated last month
- [CVPR 2023] Label-Free Liver Tumor Segmentation☆375Jan 26, 2026Updated last month
- [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☆1,662Dec 12, 2023Updated 2 years ago
- Implementations of recent research prototypes/demonstrations using MONAI.☆1,196Oct 6, 2025Updated 5 months ago
- [MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging …☆58Jul 30, 2024Updated last year
- code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.☆531Nov 13, 2020Updated 5 years ago
- ☆295Aug 16, 2023Updated 2 years ago
- Resources of the paper “Deep Learning to Segment Pelvic Bones: Large-scale CT Datasets and Baseline Models”.☆170Jan 23, 2022Updated 4 years ago
- Segment Anything in Medical Images☆4,105May 7, 2025Updated 10 months ago
- 🩻 Whole-body CT segmentation made simple: 22,022 scans, 167 structures, one open solution.☆71Jan 27, 2026Updated last month
- 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
- ☆289Jun 1, 2023Updated 2 years ago
- Developing Generalist Foundation Models from a Multimodal Dataset for 3D Computed Tomography☆361Jul 18, 2025Updated 7 months ago
- [npj Digital Medicine] The official repository for "Large-Vocabulary Segmentation for Medical Images with Text Prompts"☆283Dec 29, 2025Updated 2 months ago
- Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and app…☆237Dec 9, 2023Updated 2 years ago
- [MICCAI-FLARE2022] Combining Self-Training and Hybrid Architecture for Semi-supervised Abdominal Organ Segmentation☆11Aug 24, 2022Updated 3 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
- PIPO-FAN for multi organ segmentation over partial labeled datasets using pytorch☆63Jan 7, 2021Updated 5 years ago
- Library to compute surface distance based performance metrics for segmentation tasks.☆593Feb 19, 2025Updated last year
- examples of using PyMIC for medical image computing with deep learning☆34Feb 23, 2026Updated 2 weeks ago
- Pan-Tumor Radiology Foundation Model Utilizing Synthetic Training Data for Advanced Oncological Insights☆87Jan 6, 2026Updated 2 months ago