laihaoran / Semi-Supervised-nnUNet
This is a nnUNet for semi-supervised
☆15Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for Semi-Supervised-nnUNet
- This repository is an unoffical PyTorch implementation of Semi-Supervised Learning on Medical Segmentation in 2D and 3D.☆45Updated 2 years ago
- MASS: Modality-collaborative semi-supervised segmentation by exploiting cross-modal consistency from unpaired CT and MRI images☆10Updated 2 years ago
- MIA 2021 paper 'Global guidance network for breast lesion segmentation in ultrasound images'.☆26Updated 3 years ago
- [MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segment…☆47Updated 3 years ago
- ☆49Updated 2 years ago
- PyTorch implementation for our paper on TMI2022: Retinal Vessel Segmentation with Skeletal Prior and Contrastive Loss☆50Updated last year
- ☆25Updated last year
- CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans☆30Updated last year
- ☆41Updated last year
- PyTorch implementation of segmentation models for breast ultrasound images.☆33Updated 2 years ago
- ☆25Updated last month
- Automatic Liver Tumor Segmentation on Dynamic Contrast Enhanced MRI Using 4D Information: Deep Learning Model Based on 3D Convolution and…☆10Updated 2 years ago
- ☆32Updated 3 years ago
- Multi-attention Guided Multi-task Learning Network for Automatic Gastric Tumor Segmentation and Lymph Node Classification☆35Updated 3 years ago
- [MICCAI2022] PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation☆33Updated last year
- Anatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmen…☆28Updated 3 years ago
- Code for Pseudo label based contrastive learning joint training approach☆55Updated 2 years ago
- ☆47Updated last year
- ISBI 2022: Cross-level Contrastive Learning and Consistency Constraint for Semi-supervised Medical Image Segmentation.☆45Updated 2 years ago
- ☆40Updated 2 years ago
- [JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation☆41Updated last year
- 3D vessel-like structure segmentation in pytorch☆28Updated last year
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆46Updated 11 months ago
- ☆31Updated 3 years ago
- ☆13Updated last year
- Code for paper "Multi-phase Liver Tumor Segmentation with Spatial Aggregation and Uncertain Region Inpainting".☆17Updated last year
- 3d medical image preprocessing, supports conversion between nifiti data and h5py data, dicom2nii, crop 3d patch, extract 3d roi...☆24Updated 2 years ago
- [MICCAI 2021] The official code for "Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation"☆45Updated 2 years ago
- 3D airway segmentation method☆54Updated 2 years ago