A simple UNet implementation for Semi-supervised 3D medical image segmentation using Mean-Teacher strategy
☆15Oct 14, 2022Updated 3 years ago
Alternatives and similar repositories for MeanTeacher3dUNet
Users that are interested in MeanTeacher3dUNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A simple U-net implementation with mean teacher.☆13Oct 15, 2021Updated 4 years ago
- This is a nnUNet for semi-supervised☆26Sep 23, 2022Updated 3 years ago
- [CMIG‘2022] [Pytorch]A Contrastive Consistency Semi-supervised Left Atrium Segmentation Model☆15Sep 8, 2022Updated 3 years ago
- MICCAI 2022: code for 'Shape-Aware Weakly/Semi-Supervised Optic Disc and Cup Segmentation with Regional/Marginal Consistency'☆18Jul 1, 2022Updated 4 years ago
- 这是一个基于MobileV2主干的DeepLabV3plus语义分割模型基础代码，用于入门学习☆15Jul 12, 2022Updated 4 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆18Mar 8, 2019Updated 7 years ago
- This repository is an unoffical PyTorch implementation of Semi-Supervised Learning on Medical Segmentation in 2D and 3D.☆51May 14, 2022Updated 4 years ago
- [CVPR'22] Perturbed and Strict Mean Teachers for Semi-supervised Semantic Segmentation☆189Jun 27, 2023Updated 3 years ago
- Participation of VICOROB in the DBT lesion segmentation challenge.☆12Mar 3, 2021Updated 5 years ago
- CVPR 2024: AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation☆90Jun 8, 2025Updated last year
- TMI 2023: FoPro-KD: Fourier Prompted Effective Knowledge Distillation for Long-Tailed Medical Image Recognition☆12Mar 19, 2024Updated 2 years ago
- Available NIR vessel samples☆14Jul 18, 2022Updated 4 years ago
- official implementation of rectified contrastive pseudo supervision☆75May 9, 2024Updated 2 years ago
- ☆10Oct 9, 2022Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- NeurIPS 2023: Towards Generic Semi-Supervised Framework for Volumetric Medical Image Segmentation☆117Jun 4, 2024Updated 2 years ago
- [MICCAI'22] Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels☆16Jun 20, 2022Updated 4 years ago
- A self-adaptive and class-balanced approach to improve deep neural network performance in the presence of noisy labels☆18Jul 2, 2024Updated 2 years ago
- MICCAI 2022: Free Lunch for Surgical Video Understanding by Distilling Self-Supervisions☆13Sep 17, 2022Updated 3 years ago
- 2018 Left Atrium Segmentation (MRI)☆42Nov 24, 2023Updated 2 years ago
- ☆15Jul 12, 2023Updated 3 years ago
- ECCV 2022: Learning Shadow Correspondence for Video Shadow Detection☆14Jul 18, 2022Updated 4 years ago
- Multi-consistency for Semi-Supervised medical Image Segmentation with Diffusion Model☆10Feb 23, 2025Updated last year
- ☆19Nov 3, 2023Updated 2 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.
- A module for 3D image augmentations for deep learning, specifically medical images such as CT, MRI.☆27Jul 14, 2020Updated 6 years ago
- MICCAI 2022: Calibrating Label Distribution for Class-Imbalanced Barely-Supervised Knee Segmentation☆52Jan 21, 2024Updated 2 years ago
- Weakly-supervised road-lane markings detection for autonomous driving, mitigating the lack of training data☆14Oct 8, 2024Updated last year
- ☆11Nov 30, 2021Updated 4 years ago
- TensorFlow re-implementation of SQN for weakly supervised segmentation on point clouds.☆14Apr 16, 2026Updated 4 months ago
- MICCAI 2023: DHC: Dual-debiased Heterogeneous Co-training Framework for Class-imbalanced Semi-supervised Medical Image Segmentation☆73May 14, 2024Updated 2 years ago
- IEEE TMI 2022: Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos☆18Apr 23, 2023Updated 3 years ago
- ☆12Aug 31, 2023Updated 2 years ago
- MICCAI 2023 DeCaF Best Paper Award: Federated Model Aggregation via Self-Supervised Priors for Highly Imbalanced Medical Image Classifica…☆17Dec 2, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- NeurIPS 2024: Bidirectional Recurrence for Cardiac Motion Tracking with Gaussian Process Latent Coding☆17Jun 20, 2025Updated last year
- ☆20Apr 15, 2023Updated 3 years ago
- "Fair Federated AI" Summer School, July 19-21, 2024; 16:00 — 19:30 CET time☆13Aug 19, 2024Updated last year
- Attention UNet for Promise12 Prostate Segmentation☆29Jun 24, 2019Updated 7 years ago
- MASS: Modality-collaborative semi-supervised segmentation by exploiting cross-modal consistency from unpaired CT and MRI images☆13May 25, 2022Updated 4 years ago
- ☆15Jan 4, 2023Updated 3 years ago
- Predict the status of a genetic biomarker important for brain cancer treatment☆40Aug 11, 2026Updated last week