Repositories list

• ml-dementia-prediction

  Public
  Machine learning models to stratify incident dementia in patients with Atrial Fibrillation

  Python

  •0•0•0•0•Updated Dec 15, 2025Dec 15, 2025

• afib-tissue-activation

  Public
  Code and sample data to estimate tissue activation from noisy clinical electrograms, with sample data

  Python

  •

  Apache License 2.0

  •0•0•0•0•Updated Nov 11, 2025Nov 11, 2025

• w209_git

  Public
  Narayan Berkeley Information and Data Science Code w209_resources

  data-visualizationberkeley-ai

  Python

  •0•0•0•0•Updated Jul 17, 2024Jul 17, 2024

• REACT_Mapping

  Public
  Repository contains codes to run REACT mapping algorithm. REACT maps are a novel approach to identify organized islands in atrial fibrillation.

  artificial-intelligenceclinical-researchatrial-fibrillation+ 2ablationcomputer-simulation-and-modeling

  0•1•0•0•Updated Jun 20, 2024Jun 20, 2024

• Virtual-Dissection

  Public
  Code and Description of AI-based end-to-end CT segmentation approach that encodes knowledge of atrial and pulmonary vein geometry. Published as Feng et al. Front Cardiovasc Med. 2023 Oct 2;10:1189293. doi: 10.3389/fcvm.2023.1189293. eCollection 2023.

  imageaimachine-learning-algorithms+ 3segmentationatrial-fibrillationablation

  0•0•0•0•Updated Aug 17, 2023Aug 17, 2023

• VT_MAP_Project

  Public
  Code and Description of AI-based encoding of ventricular action potential morphology changes to predict mortality (all-cause and arrhythmic) in patients with sudden death.

  artificial-intelligencepatientsaction-potentials+ 2mortality-predictionsudden-death

  Jupyter Notebook

  •1•1•1•0•Updated Jun 13, 2022Jun 13, 2022