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AI and Machine Learning in Healthcare for the Clueless: No Coding Required
Manage episode 360342138 series 3082824
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?
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
63 episodes
Manage episode 360342138 series 3082824
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?
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
63 episodes
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