nick-byrne / topological-lossesLinks
Topological losses for spatially coherent CNN-based (multi-class) image segmentation in 2D and 3D
☆23Updated 2 years ago
Alternatives and similar repositories for topological-losses
Users that are interested in topological-losses are comparing it to the libraries listed below
Sorting:
- DMT codes for the ICLR 2021 paper: Topology-Aware Segmentation Using Discrete Morse Theory☆47Updated last year
- MedShapeNet - A Large-Scale Dataset of 3D Medical Shapes for Computer Vision☆78Updated last year
- ☆20Updated 10 months ago
- ☆28Updated last year
- awesome-topology-driven-deep-image-analysis☆30Updated 2 months ago
- Code for MICCAI 2023 paper: Robust Segmentation via Topology Violation Detection and Feature Synthesis☆21Updated last year
- ☆20Updated 8 months ago
- NeurIPS 2023 - Lung250M-4B: A Combined 3D Dataset for CT- and Point Cloud-Based Intra-Patient Lung Registration☆39Updated last year
- [ICLR 2025] Learning General-purpose Biomedical Volume Representations using Randomized Synthesis☆73Updated last month
- ☆11Updated 5 months ago
- ☆10Updated last year
- ☆27Updated 3 years ago
- Repository linked to publication: "Spatio-temporal neural distance fields for conditional generative modeling of the heart" presented at …☆12Updated 2 months ago
- ☆54Updated last month
- Algorithm submission template for the TopCoW2024 challenge on grand-challnge☆11Updated 3 months ago
- ☆13Updated last year
- Baseline methods, training scripts, and pretrained models for LUMIR challenge at Learn2Reg 2024☆28Updated 5 months ago
- ☆24Updated last year
- The Centerline-Cross Entropy Loss for Vessel-Like Structure Segmentation: Better Topology Consistency Without Sacrificing Accuracy☆12Updated 7 months ago
- A deep-learning method for segmenting fractures from 3D CT images.☆26Updated last year
- A library for performing image registration using deep learning, regularized by inverse consistency☆46Updated last month
- NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation☆70Updated 3 months ago
- [MedIA‘25] Efficient anatomical labeling of pulmonary tree structures via deep point-graph representation-based implicit fields☆33Updated 6 months ago
- Code associated with the paper Cascaded Multitask U-Net using topological loss for vessel segmentation and centerline extraction☆22Updated 10 months ago
- [IEEE-TMI'23] TaG-Net: Topology-aware Graph Network for Centerline-based Vessel Labeling☆41Updated last year
- A deep-learning approach for direct whole-heart mesh reconstruction☆86Updated 2 years ago
- A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration☆46Updated 10 months ago
- Provides current Voreen Sources (with modifications) by Uni Münster to build voreen for PC, server or lrz cluster, including workspaces a…☆11Updated last year
- code for "Segmentation and Vascular Vectorization for Coronary Artery by Geometry-based Cascaded Neural Network"☆17Updated 2 years ago
- Framework to enable the inference of a high resolution personalized 4D (3D plus time) surface mesh of the cardiac structures from 2D echo…☆35Updated 8 months ago