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@CarDS-Yale Cardiovascular Data Science (CarDS) Lab @ Yale

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    17 repositories

    • AI-ECG-HF-Pred

      Public
      Artificial Intelligence Enabled Prediction of Heart Failure Risk from Single-lead Electrocardiograms
      Python
      •0•1•0•0•Updated Dec 18, 2024Dec 18, 2024

    • PanEcho

      Public
      "PanEcho: Complete AI-enabled echocardiography interpretation with multi-task deep learning" by Gregory Holste, Evangelos K. Oikonomou, Zhangyang Wang, & Rohan Khera
      Python
      •1•12•0•0•Updated Dec 6, 2024Dec 6, 2024

    • llm_stroke

      Public
      0•0•0•0•Updated Aug 26, 2024Aug 26, 2024

    • Schema_Mapping_to_OMOP

      Public
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Aug 15, 2024Aug 15, 2024

    • EchoCLR

      Public
      [Communications Medicine] "Efficient deep learning-based automated diagnosis from echocardiography with contrastive self-supervised learning" by Gregory Holste, Evangelos Oikonomou, Bobak Mortazavi, Zhangyang Wang, and Rohan Khera
      medical-image-analysisdisease-classificationself-supervised-learningechocardiographyaortic-stenosislvh
      Python
      •5•11•0•0•Updated Jul 8, 2024Jul 8, 2024

    • ASSIST_Real_World_exploration

      Public
      A repository containing code for an observational analysis of ASSIST across real-world cohorts of anatomical versus functional testing.
      HTML
      •0•0•0•0•Updated Jan 29, 2024Jan 29, 2024

    • ARISE

      Public
      Python
      •0•1•0•0•Updated Nov 6, 2023Nov 6, 2023

    • echo-severe-AS

      Public
      [European Heart Journal] "Severe aortic stenosis detection by deep learning applied to echocardiography" by Gregory Holste et al.
      deep-learningechocardiographyaortic-stenosis
      Python
      •2•7•0•0•Updated Aug 27, 2023Aug 27, 2023

    • LEGEND-T2DM-Characterization

      Public
      0•0•0•0•Updated Jan 30, 2023Jan 30, 2023

    • Zip-Code-Distances

      Public
      R
      •0•0•0•0•Updated Oct 13, 2022Oct 13, 2022

    • SPRINT_simulation

      Public
      This is R code to create a reproducible dataset from the BioLINCC SPRINT dataset for simulation analyses.
      Creative Commons Zero v1.0 Universal
      •1•1•0•0•Updated Aug 6, 2022Aug 6, 2022

    • ohdsi-setup

      Public
      0•0•0•0•Updated Oct 25, 2021Oct 25, 2021

    • ECG-DualNet

      Public
      1•4•0•0•Updated Sep 27, 2021Sep 27, 2021

    • CarDS_lab_template

      Public template
      0•0•0•0•Updated Mar 5, 2021Mar 5, 2021

    • cookiecutter-data-science

      Public
      A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
      Python
      •
      MIT License
      •2.5k•0•0•0•Updated Dec 31, 2020Dec 31, 2020

    • Legend

      Public
      An R package implementing Large-Scale Evidence Generation and Evaluation in a Network of Databases (LEGEND).
      R
      •14•0•0•0•Updated Nov 16, 2020Nov 16, 2020

    • mimic-omop

      Public
      Mapping the MIMIC-III database to the OMOP schema
      PLpgSQL
      •
      MIT License
      •47•0•0•0•Updated Nov 29, 2018Nov 29, 2018