Physiology as a Lingua Franca for Clinical Machine Learning

The intersection of medicine and machine learning (ML) has the potential to transform healthcare. We describe how physiology, a foundational discipline of medical training and practice with a rich quantitative history, could serve as a starting point for the development of a common language between...

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Detalles Bibliográficos
Autores principales: Sarma, Gopal P., Reinertsen, Erik
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Opinion
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7660423/
https://www.ncbi.nlm.nih.gov/pubmed/33205094
http://dx.doi.org/10.1016/j.patter.2020.100017
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author Sarma, Gopal P.
Reinertsen, Erik
author_facet Sarma, Gopal P.
Reinertsen, Erik
author_sort Sarma, Gopal P.
collection PubMed
description The intersection of medicine and machine learning (ML) has the potential to transform healthcare. We describe how physiology, a foundational discipline of medical training and practice with a rich quantitative history, could serve as a starting point for the development of a common language between clinicians and ML experts, thereby accelerating real-world impact.
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spelling pubmed-76604232020-11-16 Physiology as a Lingua Franca for Clinical Machine Learning Sarma, Gopal P. Reinertsen, Erik Patterns (N Y) Opinion The intersection of medicine and machine learning (ML) has the potential to transform healthcare. We describe how physiology, a foundational discipline of medical training and practice with a rich quantitative history, could serve as a starting point for the development of a common language between clinicians and ML experts, thereby accelerating real-world impact. Elsevier 2020-05-08 /pmc/articles/PMC7660423/ /pubmed/33205094 http://dx.doi.org/10.1016/j.patter.2020.100017 Text en © 2020 The Authors http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Opinion
Sarma, Gopal P.
Reinertsen, Erik
Physiology as a Lingua Franca for Clinical Machine Learning
title Physiology as a Lingua Franca for Clinical Machine Learning
title_full Physiology as a Lingua Franca for Clinical Machine Learning
title_fullStr Physiology as a Lingua Franca for Clinical Machine Learning
title_full_unstemmed Physiology as a Lingua Franca for Clinical Machine Learning
title_short Physiology as a Lingua Franca for Clinical Machine Learning
title_sort physiology as a lingua franca for clinical machine learning
topic Opinion
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7660423/
https://www.ncbi.nlm.nih.gov/pubmed/33205094
http://dx.doi.org/10.1016/j.patter.2020.100017
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