Celi, Leo A and Citi, Luca and Ghassemi, Marzyeh and Pollard, Tom J (2019) The PLOS ONE collection on machine learning in health and biomedicine: Towards open code and open data. PLoS ONE, 14 (1). e0210232-e0210232. DOI https://doi.org/10.1371/journal.pone.0210232
Celi, Leo A and Citi, Luca and Ghassemi, Marzyeh and Pollard, Tom J (2019) The PLOS ONE collection on machine learning in health and biomedicine: Towards open code and open data. PLoS ONE, 14 (1). e0210232-e0210232. DOI https://doi.org/10.1371/journal.pone.0210232
Celi, Leo A and Citi, Luca and Ghassemi, Marzyeh and Pollard, Tom J (2019) The PLOS ONE collection on machine learning in health and biomedicine: Towards open code and open data. PLoS ONE, 14 (1). e0210232-e0210232. DOI https://doi.org/10.1371/journal.pone.0210232
Abstract
Recent years have seen a surge of studies in machine learning in health and biomedicine, driven by digitalization of healthcare environments and increasingly accessible computer systems for conducting analyses. Many of us believe that these developments will lead to significant improvements in patient care. Like many academic disciplines, however, progress is hampered by lack of code and data sharing. In bringing together this PLOS ONE collection on machine learning in health and biomedicine, we sought to focus on the importance of reproducibility, making it a requirement, as far as possible, for authors to share data and code alongside their papers.
Item Type: | Article |
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Uncontrolled Keywords: | Humans; Information Dissemination; Peer Review, Research; Algorithms; Biomedical Research; Delivery of Health Care; Machine Learning |
Subjects: | Q Science > QA Mathematics > QA75 Electronic computers. Computer science R Medicine > R Medicine (General) |
Divisions: | Faculty of Science and Health Faculty of Science and Health > Computer Science and Electronic Engineering, School of |
SWORD Depositor: | Unnamed user with email elements@essex.ac.uk |
Depositing User: | Unnamed user with email elements@essex.ac.uk |
Date Deposited: | 28 Jan 2019 13:26 |
Last Modified: | 30 Oct 2024 17:00 |
URI: | http://repository.essex.ac.uk/id/eprint/23908 |
Available files
Filename: journal.pone.0210232.pdf
Licence: Creative Commons: Attribution 3.0