infinite-tao / MA-MTLN
Multi-attention Guided Multi-task Learning Network for Automatic Gastric Tumor Segmentation and Lymph Node Classification
☆34Updated 3 years ago
Related projects: ⓘ
- ☆45Updated 2 years ago
- This repository is an unoffical PyTorch implementation of Semi-Supervised Learning on Medical Segmentation in 2D and 3D.☆44Updated 2 years ago
- [MICCAI21, TMI22] Mean-Teacher-Assisted Confident Learning☆73Updated 10 months ago
- PyTorch implementation for our paper on TMI2022: Retinal Vessel Segmentation with Skeletal Prior and Contrastive Loss☆49Updated last year
- This is a nnUNet for semi-supervised☆15Updated last year
- 【MICCAI 2022】"TBraTS: Trusted Brain Tumor Segmentation"☆45Updated 9 months ago
- MIA 2021 paper 'Global guidance network for breast lesion segmentation in ultrasound images'.☆24Updated 3 years ago
- MICCAI 2022 Paper with Code☆97Updated last year
- ☆47Updated 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
- Code for Pseudo label based contrastive learning joint training approach☆52Updated 2 years ago
- [MICCAI 2021] The official code for "Modality-aware Mutual Learning for Multi-modal Medical Image Segmentation"☆43Updated 2 years ago
- [MICCAI2021] This is an official PyTorch implementation for "Duo-SegNet: Adversarial Dual-Views for Semi-Supervised Medical Image Segment…☆47Updated 2 years ago
- [CVPR‘22] Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization☆94Updated last month
- [JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation☆39Updated 11 months ago
- ☆32Updated 3 years ago
- SMU-Net]{SMU-Net: Style matching U-Net for brain tumor segmentation with missing modalities☆31Updated 2 years ago
- [MICCAI2022] PHTrans: Parallelly Aggregating Global and Local Representations for Medical Image Segmentation☆31Updated last year
- ☆7Updated last year
- [ISBI 2020] Multi-Modality Generative Adversarial Networks with Tumor Consistency Loss for Brain MR Image Synthesis☆17Updated 4 years ago
- [IEEE-TMI2020] Inter-slice Context Residual Learning for 3D Medical Image Segmentation☆50Updated 3 years ago
- ☆24Updated this week
- This repository is an official PyTorch implementation of the paper "BSDA-Net: A Boundary Shape and Distance Aware Joint Learning Framewor…☆27Updated 2 years ago
- ☆29Updated 3 years ago
- ☆34Updated last year
- ☆12Updated 3 years ago
- [TMI2020]A Mutual Bootstrapping Model for Automated Skin Lesion Segmentation and Classification.☆52Updated this week
- Multi-scale Collaborative Adversarial Domain Adaptation for Unsupervised Optic Disc and Cup Segmentation☆14Updated 2 years ago
- 3D vessel-like structure segmentation in pytorch☆26Updated last year
- A python (PyTorch) implementation of Shadow-consistent Semi-supervised Learning (SCO-SSL) method for prostate ultrasound segmentation☆16Updated last year