ChristophReich1996 / OSS-Net
Official and maintained implementation of the paper "OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data" [BMVC 2021].
☆25Updated 2 years ago
Alternatives and similar repositories for OSS-Net:
Users that are interested in OSS-Net are comparing it to the libraries listed below
- ☆24Updated 4 years ago
- Focal-Unet: Unet-like Focal Modulation for Medical Image Segmentation https://arxiv.org/abs/2212.09263☆40Updated 3 weeks ago
- Point-Unet: A Context-aware Point-based Neural Network for Volumetric Segmentation (MICCAI 2021)☆36Updated 5 months ago
- We present QAERTS, a parameter-efficient multi-head model for 3D fetal brain pose estimation from freehand 2D ultrasound videos by levera…☆9Updated 11 months ago
- PyTorch Implementation of Small Lesion Segmentation in Brain MRIs with Subpixel Embedding (ORAL, MICCAIW 2021)☆22Updated 2 years ago
- [IEEE JBHI'25] Improving Foundation Model for Endoscopy Video Analysis via Representation Learning on Long Sequences☆12Updated this week
- Cross-view transformers for multi-view analysis of unregistered medical images.☆25Updated 3 years ago
- iSegFormer: Interactive Image/Volume Segmentation using Vision Transformers (MICCAI 2022)☆29Updated 9 months ago
- ☆33Updated 4 years ago
- TarGAN - Official PyTorch Implementation (MICCAI 2021)☆22Updated 3 years ago
- Code for Recurrent Mask Refinement for Few-Shot Medical Image Segmentation (ICCV 2021).☆58Updated 3 years ago
- The code for our newly accepted paper in MICCAI 2023: "Instructive Feature Enhancement for Dichotomous Medical Image Segmentation."☆40Updated last year
- Uncertainty quantification for semantic image segmentation models using Monte Carlo dropout method☆17Updated 4 years ago
- Patch-free 3D Medical Image Segmentation☆35Updated 3 years ago
- A public endoscopic video dataset for polyp detection☆77Updated 2 years ago
- Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound☆15Updated 2 years ago
- EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms☆18Updated 2 years ago
- Official implementation of Masked-Attention Transformers for Surgical Instrument Segmentation☆17Updated 10 months ago
- Code of the paper Unsupervised Domain Adaptation through Shape Modeling for Medical Image Segmentation.☆15Updated 2 years ago
- Code for the paper 'Spatio-temporal Learning from Longitudinal Data for Multiple Sclerosis Lesion Segmentation'☆17Updated last year
- Anatomically-aware Uncertainty for Semi-supervised Image Segmentation☆17Updated last year
- Deep learning image registration library for PyTorch☆67Updated 3 years ago
- [IEEE TMI] Meta UltraSound Contrastive Learning (Meta-USCL)☆18Updated 2 years ago
- ☆37Updated 2 years ago
- ☆13Updated 9 months ago
- ☆24Updated last year
- ☆21Updated 4 years ago
- Light-weight Deformable Registration using Adversarial Learning with Distilling Knowledge (IEEE Transactions on Medical Imaging 2021))☆19Updated 3 years ago
- ☆33Updated 2 weeks ago
- Official Code Release for "Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segment…☆48Updated last year