awesome-ai-cardiology
github.com/cbailes/awesome-ai-cardiology ↗Awesome resources for artificial intelligence in cardiology
Use this list with your AI agent
Add the Context Awesome MCP server to Claude, Cursor, or any MCP client, then ask:
"Show me diagnostics resources from awesome-ai-cardiology"
Installation instructions →What's inside
Papers
- A Cognitive Machine Learning Algorithm for Cardiac Imaging: A Pilot Study for Differentiating Constrictive Pericarditis from Restrictive CardiomyopathyDiagnostics
Partho P. Sengupta, Yen-Min Huang, Manish Bansal, Ali Ashrafi, Matt Fisher, Khader Shameer, Walt Gall, Joel T Dudley (2017)
- A Computer Vision Pipeline for Automated Determination of Cardiac Structure and Function and Detection of Disease by Two-Dimensional EchocardiographyDiagnostics
Jeffrey Zhang, Sravani Gajjala, Pulkit Agrawal, Geoffrey H. Tison, Laura A. Hallock, Lauren Beussink-Nelson, Eugene Fan, Mandar A. Aras, ChaRandle Jordan, Kirsten E. Fleischmann, Michelle Melisko, Atif Qasim, Alexei Efros, Sanjiv J. Shah, Ruzena Bajcsy, Rahul C. Deo (2018)
- A Convolutional Neural Network for Automatic Characterization of Plaque Composition in Carotid UltrasoundDiagnostics
Karim Lekadir, Alfiia Galimzianova, Àngels Betriu, Maria del Mar Vila, Laura Igual, Daniel L. Rubin, Elvira Fernández, Petia Radeva, Sandy Napel (2016)
- A convolutional neural network for ECG annotation as the basis for classification of cardiac rhythmsDiagnostics
Philipp Sodmann, Marcus Vollmer, Neetika Nath, Lars Kaderali (2018)
- Adaptive neuro-fuzzy inference systems for analysis of internal carotid arterial Doppler signalsDiagnostics
Elif Derya Übeyli, İnan Güler (2005)
- A deep learning approach for real-time detection of atrial fibrillationDiagnostics
Rasmus S. Andersen, Abdolrahman Peimankar, Sadasivan Puthusserypady (2018)
Challenges
Code
- ahaque/arrhythmia-nnRepositories
Neural network for detecting cardiac dysrhythmia
- akshaynathr/deep_heart_hackathoRepositories
Anomaly detection system for heart diseases from ECG using machine learning
- Atharvious/Predicting-Heart-DiseaseRepositories
Prediction of heart disease using a deep learning neural network
- awni/ecgRepositories
Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network
- Blood Vessel Geometry Synthesis using Generative Adversarial NetworksDatasets
Jelmer M. Wolterink, Tim Leiner, Ivana Isgum (2018)
- Cardiac segmentation
News, meta resources, and other further reading
- Applications for Artificial Intelligence in Cardiovascular Imaging
Dave Fornell, Diagnostic and Interventional Cardiology (2019)
- Applied Topological Data Analysis to Deep Learning? Hands-on Arrhythmia Classification!
Dindin Meryll (2019)
- Artificial Intelligence and Echocardiography
Akhil Narang, Roberto M. Lang (2019)
- Artificial Intelligence examining ECGs predicts irregular heartbeat, death risk
American Heart Association (2019)
Clinical trials
- Artificial Intelligence With Deep Learning and Genes on Cardiovascular Disease
National Cheng-Kung University Hospital
- Development of a Novel Convolution Neural Network for Arrhythmia Classification (AI-ECG)
Sanjeev Bhavnani MD, Scripps Clinic
Resources
- @cbailes
contact@craigbailes.com)
Showing a sample of 236 resources. View the full list on GitHub →