Skip to main content

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).

Altmetric Attention Stats
Dimensions Citation Stats

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