The PyTorch implementation of the skea-topo aware loss proposed in paper: Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based Methods
☆19Sep 7, 2025Updated 5 months ago
Alternatives and similar repositories for Skea_topo
Users that are interested in Skea_topo are comparing it to the libraries listed below
Sorting:
- This repo contains code for Convolutional Neural Networks (CNNs) and Transformer-based self-attention models have become standard for med…☆12Oct 30, 2024Updated last year
- ☆15May 8, 2025Updated 9 months ago
- A federated image segmentation method based on style transfer☆16Sep 28, 2024Updated last year
- Implementation of 'Towards Cross-Scale Attention and Surface Supervision for Fractured Bone Segmentation in CT' EMBC2024☆13Jun 2, 2024Updated last year
- This is an official implementation of the MICCAI2024 paper "Self-supervised 3D Skeleton Completion for Vascular Structures".☆18Jun 10, 2025Updated 8 months ago
- [IEEE TMI 2024] PASS: Prompt tuning for both styles and semantic shapes☆21Feb 12, 2025Updated last year
- This repository contains codes for AortaSeg24 Grand-Challenge.☆19Nov 22, 2024Updated last year
- ☆18Nov 1, 2024Updated last year
- The code of our paper 'Deep Closing: Enhancing Topological Connectivity in Medical Tubular Segmentation'☆19May 21, 2024Updated last year
- Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures☆130Dec 8, 2025Updated 2 months ago
- VFT is a domain generalization model for retinal vessel segmentation that trained on fundus image and test on OCT-A☆23Dec 15, 2022Updated 3 years ago
- NexToU: Efficient Topology-Aware U-Net for Medical Image Segmentation☆81Nov 19, 2025Updated 3 months ago
- Topological losses for spatially coherent CNN-based (multi-class) image segmentation in 2D and 3D☆29Feb 6, 2023Updated 3 years ago
- ☆25Nov 24, 2024Updated last year
- simple and efficient baselines for practical semantic segmentation with plain ViTs☆20Mar 9, 2024Updated last year
- [MICCAI'22] What Makes for Automatic Reconstruction of Pulmonary Segments☆29Feb 1, 2025Updated last year
- [MICCAI'24] Weakly-supervised Medical Image Segmentation with Gaze Annotations☆31Jul 30, 2024Updated last year
- Official implementation codes of the SF_UNet☆34Jan 12, 2025Updated last year
- [MICCAI 2024] Centerline Boundary Dice Loss for Vascular Segmentation☆83Dec 9, 2025Updated 2 months ago
- PyTorch implementation for "Rethinking Low-quality Optical Flow in Unsupervised Surgical Instrument Segmentation"☆10Apr 11, 2024Updated last year
- repository for CAML: Correlation-aware mutual learning for semi-supervised medical image segmentation☆39Apr 12, 2023Updated 2 years ago
- awesome-topology-driven-deep-image-analysis☆50Oct 3, 2025Updated 5 months ago
- [IEEE JBHI 2024] Towards Connectivity-Aware Pulmonary Airway Segmentation☆45Nov 13, 2024Updated last year
- ☆12Mar 22, 2023Updated 2 years ago
- ☆14Jul 3, 2024Updated last year
- Code repository supporting the paper "Auto-Generating Weak Labels for Real & Synthetic Data to Improve Label-Scarce Medical Image Segment…☆11Apr 29, 2024Updated last year
- [ISBI 2024] Official PyTorch implementation of Towards Cross-Domain Single Blood Cell Image Classification via Large-Scale LoRA-based Seg…☆11Aug 12, 2024Updated last year
- Tiny TeX distribution built on Web2C and LuaTeX.☆10Oct 2, 2025Updated 5 months ago
- MFC编写界面,加载三维数字地球,在地球模型中加载飞机模型,并使模型按预设轨迹飞行☆11Mar 31, 2021Updated 4 years ago
- ☆11Apr 27, 2023Updated 2 years ago
- Official repository for "Pre- to Post-Contrast Breast MRI Synthesis for Enhanced Tumour Segmentation"☆12Jan 31, 2024Updated 2 years ago
- Federated Learning framework extending the nnUNet☆15Nov 6, 2025Updated 3 months ago
- ☆13Mar 21, 2024Updated last year
- ☆10May 10, 2024Updated last year
- My "framework" for managing dotfiles☆19Feb 23, 2014Updated 12 years ago
- ☆12Sep 12, 2024Updated last year
- GAM-Depth: Self-Supervised Indoor Depth Estimation Leveraging a Gradient-Aware Mask and Semantic Constraints☆12Apr 15, 2024Updated last year
- [MICCAI 2024] Official code for the paper "MedContext: Learning Contextual Cues for Efficient Volumetric Medical Segmentation"☆14Nov 1, 2024Updated last year
- IntelligetnScissor implemented by C++.☆12Apr 20, 2018Updated 7 years ago