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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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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. |
format | Online Article Text |
id | pubmed-7877825 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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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