Alternatives and similar repositories for topological-losses

Users that are interested in topological-losses are comparing it to the libraries listed below

• Jianningli / medshapenet-feedback
  MedShapeNet - A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
  ☆82Updated last year
• HuXiaoling / DMT_loss
  DMT codes for the ICLR 2021 paper: Topology-Aware Segmentation Using Discrete Morse Theory
  ☆48Updated 2 years ago
• HuXiaoling / awesome-topology-driven-image-analysis
  awesome-topology-driven-deep-image-analysis
  ☆42Updated 2 months ago
• menzelab / implicit-shape-reconstruction
  ☆27Updated 2 years ago
• fkong7 / HeartDeformNets
  ☆21Updated last year
• NILOIDE / Implicit_segmentation
  ☆24Updated 2 years ago
• uncbiag / ICON
  A library for performing image registration using deep learning, regularized by inverse consistency
  ☆56Updated last month
• chinmay5 / vesselformer
  ☆13Updated 2 years ago
• AshStuff / dissm
  ☆26Updated 3 years ago
• kristineaajuhl / spatio_temporal_generative_cardiac_model
  Repository linked to publication: "Spatio-temporal neural distance fields for conditional generative modeling of the heart" presented at …
  ☆12Updated 8 months ago
• multimodallearning / Lung250M-4B
  NeurIPS 2023 - Lung250M-4B: A Combined 3D Dataset for CT- and Point Cloud-Based Intra-Patient Lung Registration
  ☆40Updated last year
• naamiinepal / xrayto3D-benchmark
  ☆20Updated 9 months ago
• bwittmann / vesselFM
  A foundation model for universal 3D blood vessel segmentation. Paper accepted @ CVPR25.
  ☆134Updated last week
• alanqrwang / brainmorph
  A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration
  ☆51Updated 4 months ago
• MIC-DKFZ / Skeleton-Recall
  Skeleton Recall Loss for Connectivity Conserving and Resource Efficient Segmentation of Thin Tubular Structures
  ☆119Updated 4 months ago
• fkong7 / MeshDeformNet
  A deep-learning approach for direct whole-heart mesh reconstruction
  ☆93Updated 3 years ago
• uncbiag / uniGradICON
  uniGradICON: A Foundation Model for Medical Image Registration (MICCAI 2024)
  ☆194Updated 2 months ago
• nstucki / Betti-Matching-3D
  ☆26Updated last year
• smilell / Topology-aware-Segmentation-using-Euler-Characteristic
  Code for MICCAI 2023 paper: Robust Segmentation via Topology Violation Detection and Feature Synthesis
  ☆27Updated last month
• neel-dey / anatomix
  [ICLR 2025] Learning General-purpose Biomedical Volume Representations using Randomized Synthesis
  ☆87Updated 2 weeks ago
• cesaracebes / centerline_CE
  The Centerline-Cross Entropy Loss for Vessel-Like Structure Segmentation: Better Topology Consistency Without Sacrificing Accuracy
  ☆16Updated last year
• JHU-MedImage-Reg / LUMIR_L2R
  Baseline methods, training scripts, and pretrained models for LUMIR challenge at Learn2Reg 2024
  ☆29Updated 5 months ago
• jqmcginnis / voreen_tools
  Provides current Voreen Sources (with modifications) by Uni Münster to build voreen for PC, server or lrz cluster, including workspaces a…
  ☆11Updated last year
• RPIDIAL / DINO-Reg
  ☆51Updated 8 months ago
• CoWBenchmark / TopCoW_Algo_Submission
  Algorithm submission template for the TopCoW 2024 challenge on grand-challenge
  ☆11Updated 9 months ago
• fkong7 / SDF4CHD
  ☆12Updated last year
• ai-med / Vox2Cortex
  ☆76Updated 6 months ago
• SteffenCzolbe / pyLDDMM
  Python Implementation of the LDDMM algorithm
  ☆55Updated 5 years ago
• NoaCahan / X-ray2CTPA
  X-ray2CTPA: Generating 3D CTPA scans from 2D X-ray conditioning
  ☆39Updated 8 months ago
• shizuo-kaji / CubicalRipser_3dim
  Persistent homology calculation for 1D (scalar time series), 2D (image), and 3D, 4D (voxel) arrays
  ☆56Updated 2 weeks ago