Cargando…

Problems in the deployment of machine-learned models in health care

Detalles Bibliográficos
Autores principales: Cohen, Joseph Paul, Cao, Tianshi, Viviano, Joseph D., Huang, Chin-Wei, Fralick, Michael, Ghassemi, Marzyeh, Mamdani, Muhammad, Greiner, Russell, Bengio, Yoshua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: CMA Joule Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8443295/
https://www.ncbi.nlm.nih.gov/pubmed/34462316
http://dx.doi.org/10.1503/cmaj.202066
_version_ 1783753156190011392
author Cohen, Joseph Paul
Cao, Tianshi
Viviano, Joseph D.
Huang, Chin-Wei
Fralick, Michael
Ghassemi, Marzyeh
Mamdani, Muhammad
Greiner, Russell
Bengio, Yoshua
author_facet Cohen, Joseph Paul
Cao, Tianshi
Viviano, Joseph D.
Huang, Chin-Wei
Fralick, Michael
Ghassemi, Marzyeh
Mamdani, Muhammad
Greiner, Russell
Bengio, Yoshua
author_sort Cohen, Joseph Paul
collection PubMed
description
format Online
Article
Text
id pubmed-8443295
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher CMA Joule Inc.
record_format MEDLINE/PubMed
spelling pubmed-84432952021-09-17 Problems in the deployment of machine-learned models in health care Cohen, Joseph Paul Cao, Tianshi Viviano, Joseph D. Huang, Chin-Wei Fralick, Michael Ghassemi, Marzyeh Mamdani, Muhammad Greiner, Russell Bengio, Yoshua CMAJ Analysis CMA Joule Inc. 2021-09-07 /pmc/articles/PMC8443295/ /pubmed/34462316 http://dx.doi.org/10.1503/cmaj.202066 Text en © 2021 CMA Joule Inc. or its licensors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an Open Access article distributed in accordance with the terms of the Creative Commons Attribution (CC BY-NC-ND 4.0) licence, which permits use, distribution and reproduction in any medium, provided that the original publication is properly cited, the use is noncommercial (i.e., research or educational use), and no modifications or adaptations are made. See: https://creativecommons.org/licenses/by-nc-nd/4.0/
spellingShingle Analysis
Cohen, Joseph Paul
Cao, Tianshi
Viviano, Joseph D.
Huang, Chin-Wei
Fralick, Michael
Ghassemi, Marzyeh
Mamdani, Muhammad
Greiner, Russell
Bengio, Yoshua
Problems in the deployment of machine-learned models in health care
title Problems in the deployment of machine-learned models in health care
title_full Problems in the deployment of machine-learned models in health care
title_fullStr Problems in the deployment of machine-learned models in health care
title_full_unstemmed Problems in the deployment of machine-learned models in health care
title_short Problems in the deployment of machine-learned models in health care
title_sort problems in the deployment of machine-learned models in health care
topic Analysis
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8443295/
https://www.ncbi.nlm.nih.gov/pubmed/34462316
http://dx.doi.org/10.1503/cmaj.202066
work_keys_str_mv AT cohenjosephpaul problemsinthedeploymentofmachinelearnedmodelsinhealthcare
AT caotianshi problemsinthedeploymentofmachinelearnedmodelsinhealthcare
AT vivianojosephd problemsinthedeploymentofmachinelearnedmodelsinhealthcare
AT huangchinwei problemsinthedeploymentofmachinelearnedmodelsinhealthcare
AT fralickmichael problemsinthedeploymentofmachinelearnedmodelsinhealthcare
AT ghassemimarzyeh problemsinthedeploymentofmachinelearnedmodelsinhealthcare
AT mamdanimuhammad problemsinthedeploymentofmachinelearnedmodelsinhealthcare
AT greinerrussell problemsinthedeploymentofmachinelearnedmodelsinhealthcare
AT bengioyoshua problemsinthedeploymentofmachinelearnedmodelsinhealthcare