The reproducibility crisis in the age of digital medicine

If anyone doubts the explosive growth of interest in digital medicine, consider a recent conference and workshop in Beijing, jointly organized by the People’s Liberation Army General Hospital and MIT Critical Data to showcase the opportunities and challenges of applying machine learning to the kind...

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Main Authors: Stupple, Aaron, Singerman, David, Celi, Leo Anthony G.
Other Authors: Massachusetts Institute of Technology. Institute for Medical Engineering & Science
Format: Article
Published: Springer Nature 2020
Online Access:https://hdl.handle.net/1721.1/124903
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author Stupple, Aaron
Singerman, David
Celi, Leo Anthony G.
author2 Massachusetts Institute of Technology. Institute for Medical Engineering & Science
author_facet Massachusetts Institute of Technology. Institute for Medical Engineering & Science
Stupple, Aaron
Singerman, David
Celi, Leo Anthony G.
author_sort Stupple, Aaron
collection MIT
description If anyone doubts the explosive growth of interest in digital medicine, consider a recent conference and workshop in Beijing, jointly organized by the People’s Liberation Army General Hospital and MIT Critical Data to showcase the opportunities and challenges of applying machine learning to the kind of data routinely collected during the provision of care.1 In person, 500 attendees heard a keynote and panels and participated in a health data hackathon. Online, however, the event was streamed to more than one million unique viewers. ©2020 [First paragraph]
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spelling mit-1721.1/1249032022-10-03T10:23:00Z The reproducibility crisis in the age of digital medicine Stupple, Aaron Singerman, David Celi, Leo Anthony G. Massachusetts Institute of Technology. Institute for Medical Engineering & Science If anyone doubts the explosive growth of interest in digital medicine, consider a recent conference and workshop in Beijing, jointly organized by the People’s Liberation Army General Hospital and MIT Critical Data to showcase the opportunities and challenges of applying machine learning to the kind of data routinely collected during the provision of care.1 In person, 500 attendees heard a keynote and panels and participated in a health data hackathon. Online, however, the event was streamed to more than one million unique viewers. ©2020 [First paragraph] National Institute of Health NIBIB R01 (grant no. EB017205) 2020-04-28T18:40:23Z 2020-04-28T18:40:23Z 2019-01-29 Article http://purl.org/eprint/type/JournalArticle 2398-6352 https://hdl.handle.net/1721.1/124903 Stupple, Aaron, David Singerman, and Leo Anthony Celi, "The reproducibility crisis in the age of digital medicine." npj Digital Medicine 2, 1 (Jan. 2019): no. 2 doi 10.1038/s41746-019-0079-z ©2019 Author(s) 10.1038/s41746-019-0079-z npj Digital Medicine Creative Commons Attribution 4.0 International license https://creativecommons.org/licenses/by/4.0/ application/pdf Springer Nature Nature
spellingShingle Stupple, Aaron
Singerman, David
Celi, Leo Anthony G.
The reproducibility crisis in the age of digital medicine
title The reproducibility crisis in the age of digital medicine
title_full The reproducibility crisis in the age of digital medicine
title_fullStr The reproducibility crisis in the age of digital medicine
title_full_unstemmed The reproducibility crisis in the age of digital medicine
title_short The reproducibility crisis in the age of digital medicine
title_sort reproducibility crisis in the age of digital medicine
url https://hdl.handle.net/1721.1/124903
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