PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation
☆25Jul 5, 2023Updated 2 years ago
Alternatives and similar repositories for PA-Seg
Users that are interested in PA-Seg are comparing it to the libraries listed below
Sorting:
- ☆15Jul 12, 2024Updated last year
- Scribble2D5: Weakly-Supervised Volumetric Image Segmentation via Scribble Annotations☆22Dec 9, 2022Updated 3 years ago
- [CVPR 2022] CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision☆100Jun 5, 2022Updated 3 years ago
- Official PyTorch implementation of Scribble2Label (MICCAI 2020)☆37Aug 24, 2021Updated 4 years ago
- Official PyTorch implementation of InExtremIS☆22Jul 26, 2021Updated 4 years ago
- [ACM MM 2023] This repo is the official implementation of "ScribbleVC: Scribble-supervised Medical Image Segmentation with Vision-Class E…☆25Oct 28, 2023Updated 2 years ago
- Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and app…☆238Dec 9, 2023Updated 2 years ago
- Dynamically Mixed Soft Pseudo-label Supervision for Scribble-Supervised Medical Image Segmentation☆29Aug 12, 2025Updated 7 months ago
- ☆22Jun 18, 2021Updated 4 years ago
- [MedIA23] Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation☆29Sep 26, 2023Updated 2 years ago
- Code for the paper: Valvano G. et al. (2021), Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates☆44Nov 21, 2021Updated 4 years ago
- ☆29Jan 13, 2023Updated 3 years ago
- Multi-Organ Foundation Model for Universal Ultrasound Image Segmentation with Task Prompt and Anatomical Prior☆16Sep 30, 2024Updated last year
- ☆17Sep 15, 2024Updated last year
- Source code for medical scribble-supervised segmentation☆11Nov 11, 2023Updated 2 years ago
- [MICCAI2024] Rethinking Abdominal Organ Segmentation (RAOS) in the clinical scenario: A robustness evaluation benchmark with challenging …☆58Jul 30, 2024Updated last year
- MixSegNet: Mixed-Supervised Learning for Medical Image Segmentation☆17Mar 31, 2024Updated last year
- ☆22Feb 20, 2025Updated last year
- ☆11Oct 27, 2019Updated 6 years ago
- ☆44Oct 5, 2024Updated last year
- ☆25Jan 22, 2026Updated last month
- Exploring CNN and ViT for Weakly-Supervised Medical Image Segmentation☆34Feb 22, 2024Updated 2 years ago
- offical code for: Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions. MICCAI 2023.☆57Apr 17, 2024Updated last year
- ☆44Aug 26, 2021Updated 4 years ago
- MICCAI 2022: code for 'Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency'☆17Jul 1, 2022Updated 3 years ago
- Vision Mamba for Classification of Breast Ultrasound Images [MICCAI 2024, Deep-Breath Workshop]☆33Jan 7, 2025Updated last year
- ☆13Jan 25, 2024Updated 2 years ago
- Code for RETOUCH challenge☆19Jul 5, 2017Updated 8 years ago
- Structure-Aware Image Segmentation with Homotopy Warping☆12Sep 19, 2023Updated 2 years ago
- Code for Dual-Consistency Semi-Supervised Learningwith Uncertainty Quantification for COVID-19Lesion Segmentation from CT Images☆28Oct 8, 2021Updated 4 years ago
- List shared papers in our group☆64Aug 12, 2024Updated last year
- ☆20Feb 22, 2024Updated 2 years ago
- ☆18Aug 7, 2023Updated 2 years ago
- [MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning☆80Nov 10, 2023Updated 2 years ago
- Weak-Mamba-UNet: Visual Mamba Makes CNN and ViT Work Better for Scribble-based Medical Image Segmentation☆19May 22, 2024Updated last year
- Our deep learning training pipeline for the BraTS 2021 challenge and the FeTA 2021 challenge☆19Jan 13, 2022Updated 4 years ago
- Semi-supervised Medical Image Segmentation through Dual-task Consistency☆330Mar 7, 2022Updated 4 years ago
- ☆40Apr 11, 2022Updated 3 years ago
- ☆14Jul 31, 2019Updated 6 years ago