☆40Apr 11, 2022Updated 3 years ago
Alternatives and similar repositories for CDCL
Users that are interested in CDCL are comparing it to the libraries listed below
Sorting:
- ISBI 2022: Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation.☆47Oct 27, 2022Updated 3 years ago
- The code repo for "FUSSNet: Fusing Two Sources of Uncertainty forSemi-Supervised Medical Image Segmentation"☆14Mar 2, 2022Updated 4 years ago
- [CMIG‘2022] [Pytorch]A Contrastive Consistency Semi-supervised Left Atrium Segmentation Model☆15Sep 8, 2022Updated 3 years ago
- S5CL: Unifying Fully-Supervised, Self-Supervised, and Semi-Supervised Learning Through Hierarchical Contrastive Learning☆16Jan 29, 2023Updated 3 years ago
- The code of WEAKLY SUPERVISED NUCLEI SEGMENTATION VIA INSTANCE LEARNING☆17Apr 10, 2023Updated 2 years ago
- Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation☆10Jun 29, 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
- ICCV2021-CDNet: Centripetal Direction Network for Nuclear Instance Segmentation☆30Dec 12, 2021Updated 4 years ago
- ☆12Nov 22, 2023Updated 2 years ago
- ☆15Dec 12, 2020Updated 5 years ago
- MICCAI2023 - TransNuSeg: A Lightweight Multi-Task Transformer for Nuclei Segmentation☆26Feb 5, 2024Updated 2 years ago
- [MICCAI-2023] Official Implementation for "UPCoL: Uncertainty-informed Prototype Consistency Learning for Semi-supervised Medical Image S…☆25Feb 11, 2024Updated 2 years ago
- This Repository is project directory of the Distance Regression and Classification Network (DRCA-Net).DRCA-net is convolutional neural ne…☆13Jan 29, 2021Updated 5 years ago
- Semi-supervised Medical Image Segmentation through Dual-task Consistency☆330Mar 7, 2022Updated 3 years ago
- [MICCAI 2022] ShapePU: A New PU Learning Framework Regularized by Global Consistency for Scribble Supervised Cardiac Segmentation☆37Jun 15, 2022Updated 3 years ago
- Scribbles or Points-based weakly-supervised learning for medical image segmentation, a strong baseline, and tutorial for research and app…☆236Dec 9, 2023Updated 2 years ago
- MICCAI 2021 : Self-Supervised Correction Learning for Semi-Supervised Biomedical Image Segmentation (Pytorch implementation).☆26Jan 12, 2023Updated 3 years ago
- Nuclei segmentation and classification (Cancer cells)☆25Jun 4, 2024Updated last year
- [MedIA23] Ambiguity-selective consistency regularization for mean-teacher semi-supervised medical image segmentation☆29Sep 26, 2023Updated 2 years ago
- [TMI'2022] SASSL☆14May 4, 2023Updated 2 years ago
- Our(team: winter) solutions for MICCAI Learn2Reg 2021.☆19May 8, 2022Updated 3 years ago
- Code for Pseudo label based contrastive learning joint training approach☆59Jan 2, 2022Updated 4 years ago
- ☆45Oct 4, 2023Updated 2 years ago
- ☆67Dec 16, 2022Updated 3 years ago
- Code implementation for our paper ACCEPTED in ISBI, 2022☆40Mar 15, 2022Updated 3 years ago
- Shape-aware Semi-supervised 3D Semantic Segmentation for Medical Images☆186Aug 4, 2020Updated 5 years ago
- ☆96Oct 15, 2021Updated 4 years ago
- ☆17Oct 20, 2020Updated 5 years ago
- [AAAI 2022 Oral] Separate Contrastive Learning for Organs-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation☆15Jul 7, 2022Updated 3 years ago
- Learning with Noise: Mask-Guided Attention Model for Weakly Supervised Nuclei Segmentation (MICCAI2021)☆19Nov 29, 2024Updated last year
- [CVPR'22] Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation☆189Jun 27, 2023Updated 2 years ago
- Semi-supervised Semantic Segmentation with Directional Context-aware Consistency (CVPR 2021)☆157Aug 24, 2023Updated 2 years ago
- ☆31Dec 2, 2022Updated 3 years ago
- Comparison and fusion of deep learning and radiomics features of ground-glass nodules to predict the invasiveness risk of stage-I lung ad…☆17Sep 25, 2019Updated 6 years ago
- Official Code for our MedIA paper "Mutual Consistency Learning for Semi-supervised Medical Image Segmentation" (ESI Highly Cited Paper)☆176Jul 10, 2023Updated 2 years ago
- offical code for: Semi-supervised Pathological Image Segmentation via Cross Distillation of Multiple Attentions. MICCAI 2023.☆57Apr 17, 2024Updated last year
- A python (PyTorch) implementation of Shadow-consistent Semi-supervised Learning (SCO-SSL) method for prostate ultrasound segmentation☆21Nov 5, 2024Updated last year
- code for LG-ER-MT☆15Mar 20, 2020Updated 5 years ago
- This is the official code of the paper "Nuclei Segmentation with Point Annotations from Pathology Images via Self-Supervised Learning and…☆19Jan 9, 2024Updated 2 years ago