ChristophReich1996 / OSS-NetLinks
Official and maintained implementation of the paper "OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data" [BMVC 2021].
☆27Updated 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
Sorting:
- Freehand ultrasound without external trackers☆41Updated 9 months ago
- Focal-Unet: Unet-like Focal Modulation for Medical Image Segmentation https://arxiv.org/abs/2212.09263☆41Updated 10 months ago
- Contextual Attention Network: Transformer Meets U-Net☆95Updated 3 years ago
- Cross-view transformers for multi-view analysis of unregistered medical images.☆26Updated 4 years ago
- Uncertainty quantification for semantic image segmentation models using Monte Carlo dropout method☆18Updated 5 years ago
- ☆24Updated 4 years ago
- ☆56Updated 2 years ago
- Point-Unet: A Context-aware Point-based Neural Network for Volumetric Segmentation (MICCAI 2021)☆38Updated last year
- iSegFormer: Interactive Image/Volume Segmentation using Vision Transformers (MICCAI 2022)☆31Updated 3 months ago
- Deep learning image registration library for PyTorch☆69Updated 4 years ago
- ☆34Updated 5 years ago
- Anatomically-aware Uncertainty for Semi-supervised Image Segmentation☆20Updated last year
- A public endoscopic video dataset for polyp detection☆78Updated 3 years ago
- Code for Recurrent Mask Refinement for Few-Shot Medical Image Segmentation (ICCV 2021).☆60Updated 4 years ago
- ☆26Updated 3 months ago
- The code for our newly accepted paper in MICCAI 2023: "Instructive Feature Enhancement for Dichotomous Medical Image Segmentation."☆41Updated 2 years ago
- Agent with Warm Start and Adaptive Dynamic Termination for Plane Localization in 3D Ultrasound☆15Updated 3 years ago
- A JAX-based deep learning framework for image segmentation using diffusion models.☆85Updated last year
- ☆63Updated last year
- Official PyTorch implementation of "Unsupervised Microvascular Image Segmentation Using an Active Contours Mimicking Neural Network"☆73Updated 4 years ago
- Official Code Release for "Adapting Pre-trained Vision Transformers from 2D to 3D through Weight Inflation Improves Medical Image Segment…☆52Updated 2 years ago
- A curated list of awesome ultrasound standard/diagnostic plane detection/localization/localisation/extraction/classification/selection/id…☆56Updated 2 years ago
- Implementation of Hausdorff loss function for DNN learning in segmentation tasks.☆73Updated last year
- EchoGLAD: Hierarchical Graph Neural Networks for Left Ventricle Landmark Detection on Echocardiograms☆20Updated 2 years ago
- A 3D medical Detection Transformer library. Papers accepted @ MIDL22 & MELBA23/02.☆73Updated last year
- Implementation of the soft 2D Frangi filter on Pytorch☆12Updated 3 years ago
- [ECCV'22 Oral] PointScatter: Point Set Representation for Tubular Structure Extraction☆42Updated 2 years ago
- Accepted by ISBI 2022☆42Updated 3 years ago
- [IEEE TMI] Meta UltraSound Contrastive Learning (Meta-USCL)☆22Updated 2 months ago
- Code for the paper : Do we really need dice? The hidden region-size biases of segmentation losses. MeDIA 2023. https://www.sciencedirect.…☆42Updated 2 years ago