Ideal algorithms in healthcare: Explainable, dynamic, precise, autonomous, fair, and reproducible.

Ideal algorithms in healthcare: Explainable, dynamic, precise, autonomous, fair, and reproducible.

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Established guidelines describe minimum requirements for reporting algorithms in healthcare; it is equally important to objectify the characteristics of ideal algorithms that confer maximum potential benefits to patients, clinicians, and investigators. We propose a framework for ideal algorithms, in...

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Bibliographic Details
Main Authors: Tyler J Loftus, Patrick J Tighe, Tezcan Ozrazgat-Baslanti, John P Davis, Matthew M Ruppert, Yuanfang Ren, Benjamin Shickel, Rishikesan Kamaleswaran, William R Hogan, J Randall Moorman, Gilbert R Upchurch, Parisa Rashidi, Azra Bihorac
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2022-01-01
Series:PLOS Digital Health
Online Access:https://doi.org/10.1371/journal.pdig.0000006

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https://doi.org/10.1371/journal.pdig.0000006

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