Do no harm: a roadmap for responsible machine learning for health care.
Publication
, Journal Article
Wiens, J; Saria, S; Sendak, M; Ghassemi, M; Liu, VX; Doshi-Velez, F; Jung, K; Heller, K; Kale, D; Saeed, M; Ossorio, PN; Thadaney-Israni, S ...
Published in: Nature medicine
September 2019
Interest in machine-learning applications within medicine has been growing, but few studies have progressed to deployment in patient care. We present a framework, context and ultimately guidelines for accelerating the translation of machine-learning-based interventions in health care. To be successful, translation will require a team of engaged stakeholders and a systematic process from beginning (problem formulation) to end (widespread deployment).
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Published In
Nature medicine
DOI
EISSN
1546-170X
ISSN
1078-8956
Publication Date
September 2019
Volume
25
Issue
9
Start / End Page
1337 / 1340
Related Subject Headings
- Machine Learning
- Immunology
- Humans
- Delivery of Health Care
- Clinical Decision-Making
- 42 Health sciences
- 32 Biomedical and clinical sciences
- 11 Medical and Health Sciences
Citation
APA
Chicago
ICMJE
MLA
NLM
Wiens, J., Saria, S., Sendak, M., Ghassemi, M., Liu, V. X., Doshi-Velez, F., … Goldenberg, A. (2019). Do no harm: a roadmap for responsible machine learning for health care. Nature Medicine, 25(9), 1337–1340. https://doi.org/10.1038/s41591-019-0548-6
Wiens, Jenna, Suchi Saria, Mark Sendak, Marzyeh Ghassemi, Vincent X. Liu, Finale Doshi-Velez, Kenneth Jung, et al. “Do no harm: a roadmap for responsible machine learning for health care.” Nature Medicine 25, no. 9 (September 2019): 1337–40. https://doi.org/10.1038/s41591-019-0548-6.
Wiens J, Saria S, Sendak M, Ghassemi M, Liu VX, Doshi-Velez F, et al. Do no harm: a roadmap for responsible machine learning for health care. Nature medicine. 2019 Sep;25(9):1337–40.
Wiens, Jenna, et al. “Do no harm: a roadmap for responsible machine learning for health care.” Nature Medicine, vol. 25, no. 9, Sept. 2019, pp. 1337–40. Epmc, doi:10.1038/s41591-019-0548-6.
Wiens J, Saria S, Sendak M, Ghassemi M, Liu VX, Doshi-Velez F, Jung K, Heller K, Kale D, Saeed M, Ossorio PN, Thadaney-Israni S, Goldenberg A. Do no harm: a roadmap for responsible machine learning for health care. Nature medicine. 2019 Sep;25(9):1337–1340.
Published In
Nature medicine
DOI
EISSN
1546-170X
ISSN
1078-8956
Publication Date
September 2019
Volume
25
Issue
9
Start / End Page
1337 / 1340
Related Subject Headings
- Machine Learning
- Immunology
- Humans
- Delivery of Health Care
- Clinical Decision-Making
- 42 Health sciences
- 32 Biomedical and clinical sciences
- 11 Medical and Health Sciences