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:
- MedShapeNet - A Large-Scale Dataset of 3D Medical Shapes for Computer Vision☆82Updated last year
- awesome-topology-driven-deep-image-analysis☆34Updated 3 weeks ago
- DMT codes for the ICLR 2021 paper: Topology-Aware Segmentation Using Discrete Morse Theory☆47Updated last year
- ☆27Updated last year
- A foundation model for universal 3D blood vessel segmentation. Paper accepted @ CVPR25.☆103Updated 2 months ago
- ☆16Updated 5 months ago
- ☆24Updated last year
- ☆26Updated 3 years ago
- ☆24Updated 11 months ago
- A library for performing image registration using deep learning, regularized by inverse consistency☆53Updated last month
- Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures☆110Updated last month
- ☆11Updated last year
- Code for MICCAI 2023 paper: Robust Segmentation via Topology Violation Detection and Feature Synthesis☆24Updated last year
- NeurIPS 2023 - Lung250M-4B: A Combined 3D Dataset for CT- and Point Cloud-Based Intra-Patient Lung Registration☆39Updated last year
- ☆21Updated last year
- uniGradICON: A Foundation Model for Medical Image Registration (MICCAI 2024)☆162Updated 2 months ago
- ☆13Updated 2 years ago
- A deep-learning approach for direct whole-heart mesh reconstruction☆87Updated 2 years ago
- A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration☆50Updated last month
- [ICLR 2025] Learning General-purpose Biomedical Volume Representations using Randomized Synthesis☆80Updated last month
- [CVPR 2024] Intraoperative 2D/3D registration via differentiable X-ray rendering☆151Updated 4 months ago
- Algorithm submission template for the TopCoW2024 challenge on grand-challnge☆11Updated 6 months ago
- NeSVoR is a package for GPU-accelerated slice-to-volume reconstruction.☆88Updated 2 years ago
- MICCAI 2023: Learning Deep Intensity Field for Extremely Sparse-View CBCT Reconstruction☆75Updated 2 weeks ago
- Baseline methods, training scripts, and pretrained models for LUMIR challenge at Learn2Reg 2024☆29Updated 2 months ago
- Self-Supervised Pre-Training with Contrastive and Masked Autoencoder Methods for Dealing with Small Datasets in Deep Learning for Medical…☆20Updated 8 months ago
- [CVPR 2025] Unraveling Normal Anatomy via Fluid-Driven Anomaly Randomization☆16Updated 6 months ago
- A JAX-based deep learning framework for image segmentation using diffusion models.☆84Updated last year
- ☆56Updated 4 months ago
- Code accompanying the 2023 paper 'Robust deformable image registration using cycle-consistent implicit representations' (IEEE Transaction…☆16Updated last year