AI and Machine Learning in Healthcare for the Clueless: No Coding Required
Robert Harrington, MD and Jenine John, a cardiologist and machine learning research fellow discuss what you need to know about AI and ML in healthcare and where to find some helpful resources. This podcast is intended for healthcare professionals only. To read a transcript or to comment, visit: https://www.medscape.com/author/bob-harrington 'One Brave Idea' Recipient on Predicting Who Will Develop CAD https://www.medscape.com/viewarticle/874536 Multinational Federated Learning Approach to Train ECG and Echocardiogram Models for Hypertrophic Cardiomyopathy Detection https://doi.org/10.1161/circulationaha.121.058696 Application of Artificial Intelligence to the Electrocardiogram https://doi.org/10.1093/eurheartj/ehab649 Using Machine Learning to Detect Problems in ECG Data Collection https://www.cinc.org/archives/2011/pdf/0437.pdf Age and Sex Estimation Using Artificial Intelligence From Standard 12-Lead ECGs https://doi.org/10.1161/CIRCEP.119.007284 External Validation of a Widely Implemented Proprietary Sepsis Prediction Model in Hospitalized Patients http://jamanetwork.com/article.aspx?doi=10.1001/jamainternmed.2021.2626 Sepsis Predictor Tool Falls Short in Emergency Setting https://www.medscape.com/viewarticle/982534 Dissecting Racial Bias in an Algorithm Used to Manage the Health of Populations https://doi.org/10.1126/science.aax2342 Geographic Distribution of US Cohorts Used to Train Deep Learning Algorithms https://jamanetwork.com/journals/jama/fullarticle/2770833 Can Medical Algorithms Be Fair? Three Ethical Quandaries and One Dilemma https://doi.org/10.1136/bmjhci-2021-100445 Healthcare Machine Learning: Getting Started https://medium.com/@jeninej/healthcare-machine-learning-getting-started-761a7dbb63a2 What Clinicians Should Know About Healthcare AI, Part 1: Why Care About AI? https://medium.com/@jeninej/what-clinicians-should-know-about-healthcare-ai-part-1-why-care-about-ai-aba6a06f696d AI in Healthcare Specialization https://www.coursera.org/specializations/ai-healthcare You may also like: Medscape editor-in-chief Eric Topol, MD, and master storyteller and clinician Abraham Verghese, MD, on Medicine and the Machine: https://www.medscape.com/features/public/machine Hear John Mandrola, MD's, summary and perspective on the top cardiology news each week, on This Week in Cardiology: https://www.medscape.com/twic Questions or feedback, please contact: news@medscape.net