[MedIA2022]WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image
☆184Sep 4, 2024Updated 2 years ago
Alternatives and similar repositories for WORD
Users that are interested in WORD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [MICCAI2024&RedJournal2026] Is deep learning ready for abdominal organ-at-risk segmentation in the foundation model era: A comprehensive …☆62Jul 30, 2024Updated 2 years ago
- The official repository of "AbdomenCT-1K: Is Abdominal Organ Segmentation A Solved Problem?"☆266Nov 26, 2023Updated 2 years ago
- ☆22Feb 20, 2023Updated 3 years ago
- This is a joint project between Helmholtz Imaging (located at DKFZ) and Lin Yang and Otmar Schmid (Helmholtz Munich).☆13Nov 6, 2024Updated last year
- Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and app…☆246Dec 9, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)☆308Aug 25, 2026Updated 3 weeks ago
- [ICCV 2023] CLIP-Driven Universal Model; Rank first in MSD Competition.☆676Oct 24, 2025Updated 10 months ago
- Official PyTorch implementation for "Adaptive Multi-scale Online Likelihood Network for AI-assisted Interactive Segmentation" (MONet)☆12Mar 28, 2023Updated 3 years ago
- [MedIA2021]MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning☆129Nov 18, 2022Updated 3 years ago
- Semi-supervised Medical Image Segmentation through Dual-task Consistency☆337Mar 7, 2022Updated 4 years ago
- Ensemble Learning of Foundation Models☆22Aug 20, 2026Updated last month
- [CVPR2021] DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets☆188Aug 29, 2023Updated 3 years ago
- Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.☆2,688Jun 7, 2025Updated last year
- ☆26Aug 6, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- MedIA 2025 | A-Eval: A Benchmark for Cross-Dataset and Cross-Modality Evaluation of Abdominal Multi-Organ Segmentation☆34Feb 17, 2025Updated last year
- [ICLR 2024 oral; top 1.2%] Supervised Pre-Trained 3D Models for Medical Image Analysis (9,262 CT volumes + 25 annotated classes)☆432Aug 25, 2026Updated 3 weeks ago
- ☆11Feb 7, 2023Updated 3 years ago
- MICCAI 2023 Paper (Early Acceptance)☆192Nov 5, 2023Updated 2 years ago
- [MICCAI 2022] MaxStyle: Adversarial Style Composition for Robust Medical Image Segmentation☆37Oct 11, 2022Updated 3 years ago
- code for MICCAI 2019 paper 'Uncertainty-aware Self-ensembling Model for Semi-supervised 3D Left Atrium Segmentation'.☆541Nov 13, 2020Updated 5 years ago
- [ACM MM 2023] This repo is the official implementation of "ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class E…☆27Oct 28, 2023Updated 2 years ago
- SOTA medical image segmentation methods based on various challenges☆1,676Dec 12, 2023Updated 2 years ago
- Source code for the paper "Shape-Aware Complementary-Task Learning for Multi-Organ Segmentation" as described in https://arxiv.org/abs/19…☆32Mar 24, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [MICCAI 2023] Continual Learning for Abdominal Multi-Organ and Tumor Segmentation☆79Jul 30, 2024Updated 2 years ago
- Official Repository of MICCAI FLARE Challenges☆69Mar 29, 2024Updated 2 years ago
- [SegRap2023&MedIA2025]A challenge about organ-at-risk and gross-tumor-volume segmentation in adaptive radiotherapy hosted on MICCAI2023.☆30Feb 23, 2025Updated last year
- This is the official repository for the paper "3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers"☆318Jul 26, 2024Updated 2 years ago
- [Nat. Biomed. Eng, 2026] nnMIL: A generalizable multiple instance learning framework for computational pathology☆71Sep 6, 2026Updated 2 weeks ago
- [NeurIPS 2020] Disentangling Human Error from the Ground Truth in Segmentation of Medical Images☆74Apr 25, 2023Updated 3 years ago
- The official repository of the 2021 Kidney and Kidney Tumor Segmentation Challenge☆180May 13, 2026Updated 4 months ago
- [MICCAI 2026] A longitudinal, multimodal algorithm for multi-tumor segmentation (learning from reports).☆15Aug 25, 2026Updated 3 weeks ago
- examples of using PyMIC for medical image computing with deep learning☆33Feb 23, 2026Updated 6 months ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- COVID-19 Pneumonia Lesion segmentation network☆86Sep 16, 2021Updated 5 years ago
- ☆360Apr 30, 2026Updated 4 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
- [IEEE-TMI'22] Causality-inspired Single-source Domain Generalization for Medical Image Segmentation (code&data-processing pipeline)☆115Nov 28, 2022Updated 3 years ago
- [TMI'2022] SASSL☆14May 4, 2023Updated 3 years ago
- Implementations of recent research prototypes/demonstrations using MONAI.☆1,223Oct 6, 2025Updated 11 months ago
- Segmentation for medical image.☆86Dec 28, 2021Updated 4 years ago