Michael E. Matheny on Muck Rack

Michael E. Matheny

Nashville
As seen in: Nature, Wiley Online Library, BMJ Open, JAMA (The Journal of the American Medical Association), JAMA Network, JAMA: Journal of the American Medical Association, National Academies of Sciences, medRxiv, Journal of Interventional Radiology (JVIR), WRUU 107.5 FM (Savannah, GA)
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Articles

Avoiding Label Leakage in AI Risk Models

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By Michael E. Matheny
| JAMA Network Verified
Ramadan et al1 provide a compelling narrative about the prevalence of label leakage in artificial intelligence (AI) and machine learning (ML) prediction modeling delivered in 2 complementary analyses.
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An Artificial Intelligence Code of Conduct for Health and Medicine: Essential Guidance for Aligned Action

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By Laura Adams, Elaine Fontaine, Michael E. Matheny
| National Academies of Sciences
What is an eBook? An ebook is one of two file formats that are intended to be used with e-reader devices and apps such as Amazon Kindle or Apple iBooks. Why is an eBook better than a PDF? A PDF is a digital representation of the print book, so while it can be loaded into most e-reader programs, it doesn't allow for resizable text or advanced, interactive functionality.
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Scalable Identification of Clinically Relevant COPD Documents: A Lightweight NLP Model for Large-Scale EHR Datasets

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By Mohammed Ali Al-Garadi, Sharon Davis, Michael E. Matheny, Dax Westerman
| medRxiv
The authors have declared no competing interest. This study was funded by NIH I confirm all relevant ethical guidelines have been followed, and any necessary IRB and/or ethics committee approvals have been obtained. Yes The details of the IRB/oversight body that provided approval or exemption for the research described are given below: This study was approved by the Vanderbilt University Medical Center (VUMC) Institutional Review Board.
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