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Precision Medicine, AI, and the Future of Personalized Health Care

The convergence of artificial intelligence (AI) and precision medicine promises to revolutionize health care. Precision medicine methods identify phenotypes of patients with less‐common responses to treatment or unique healthcare needs. AI leverages sophisticated computation and inference to generat...

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Detalles Bibliográficos
Autores principales: Johnson, Kevin B., Wei, Wei‐Qi, Weeraratne, Dilhan, Frisse, Mark E., Misulis, Karl, Rhee, Kyu, Zhao, Juan, Snowdon, Jane L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7877825/
https://www.ncbi.nlm.nih.gov/pubmed/32961010
http://dx.doi.org/10.1111/cts.12884
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author Johnson, Kevin B.
Wei, Wei‐Qi
Weeraratne, Dilhan
Frisse, Mark E.
Misulis, Karl
Rhee, Kyu
Zhao, Juan
Snowdon, Jane L.
author_facet Johnson, Kevin B.
Wei, Wei‐Qi
Weeraratne, Dilhan
Frisse, Mark E.
Misulis, Karl
Rhee, Kyu
Zhao, Juan
Snowdon, Jane L.
author_sort Johnson, Kevin B.
collection PubMed
description The convergence of artificial intelligence (AI) and precision medicine promises to revolutionize health care. Precision medicine methods identify phenotypes of patients with less‐common responses to treatment or unique healthcare needs. AI leverages sophisticated computation and inference to generate insights, enables the system to reason and learn, and empowers clinician decision making through augmented intelligence. Recent literature suggests that translational research exploring this convergence will help solve the most difficult challenges facing precision medicine, especially those in which nongenomic and genomic determinants, combined with information from patient symptoms, clinical history, and lifestyles, will facilitate personalized diagnosis and prognostication.
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spelling pubmed-78778252021-02-18 Precision Medicine, AI, and the Future of Personalized Health Care Johnson, Kevin B. Wei, Wei‐Qi Weeraratne, Dilhan Frisse, Mark E. Misulis, Karl Rhee, Kyu Zhao, Juan Snowdon, Jane L. Clin Transl Sci Reviews The convergence of artificial intelligence (AI) and precision medicine promises to revolutionize health care. Precision medicine methods identify phenotypes of patients with less‐common responses to treatment or unique healthcare needs. AI leverages sophisticated computation and inference to generate insights, enables the system to reason and learn, and empowers clinician decision making through augmented intelligence. Recent literature suggests that translational research exploring this convergence will help solve the most difficult challenges facing precision medicine, especially those in which nongenomic and genomic determinants, combined with information from patient symptoms, clinical history, and lifestyles, will facilitate personalized diagnosis and prognostication. John Wiley and Sons Inc. 2020-10-12 2021-01 /pmc/articles/PMC7877825/ /pubmed/32961010 http://dx.doi.org/10.1111/cts.12884 Text en © 2020 The Authors. Clinical and Translational Science published by Wiley Periodicals LLC on behalf of the American Society for Clinical Pharmacology and Therapeutics. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Reviews
Johnson, Kevin B.
Wei, Wei‐Qi
Weeraratne, Dilhan
Frisse, Mark E.
Misulis, Karl
Rhee, Kyu
Zhao, Juan
Snowdon, Jane L.
Precision Medicine, AI, and the Future of Personalized Health Care
title Precision Medicine, AI, and the Future of Personalized Health Care
title_full Precision Medicine, AI, and the Future of Personalized Health Care
title_fullStr Precision Medicine, AI, and the Future of Personalized Health Care
title_full_unstemmed Precision Medicine, AI, and the Future of Personalized Health Care
title_short Precision Medicine, AI, and the Future of Personalized Health Care
title_sort precision medicine, ai, and the future of personalized health care
topic Reviews
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7877825/
https://www.ncbi.nlm.nih.gov/pubmed/32961010
http://dx.doi.org/10.1111/cts.12884
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