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Do no harm: a roadmap for responsible machine learning for health care

J. Wiens, S. Saria, M. Sendak, M. Ghassemi, V. Liu, F. Doshi-Velez, K. Jung, K. Heller, D. Kale, M. Saeed, P. Ossorio, S. Thadaney-Israni, and A. Goldenberg. Nature Medicine, 25 (9): 1337--1340 (2019)
DOI: 10.1038/s41591-019-0548-6

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Liu Liu

Other publications of authors with the same name

Assessing clinical heterogeneity in sepsis through treatment patterns and machine learning.A. Fohner, J. Greene, B. Lawson, J. Chen, P. Kipnis, G. Escobar, and V. Liu. J. Am. Medical Informatics Assoc., 26 (12): 1466-1477 (2019)Unsupervised probabilistic models for sequential Electronic Health Records.A. Kaplan, J. Greene, V. Liu, and P. Ray. J. Biomed. Informatics, (2022)Nonstationary multivariate Gaussian processes for electronic health records.R. Meng, B. Soper, H. Lee, V. Liu, J. Greene, and P. Ray. J. Biomed. Informatics, (2021)Leveraging EHR Audit Log Data to Unlock New Insights into Care Processes and Outcomes.C. Rose, R. Thombley, M. Noshad, R. Li, W. Lu, H. Clancy, D. Schlessinger, V. Liu, J. Chen, and J. Adler-Milstein. AMIA, AMIA, (2022)Context is Key: Using the Audit Log to Capture Contextual Factors Affecting Stroke Care Processes.M. Noshad, C. Rose, R. Thombley, J. Chiang, C. Corbin, M. Nguyen, V. Liu, J. Adler-Milstein, and J. Chen. AMIA, AMIA, (2020)A novel propensity modeling approach to estimate the causal impact of acute organ dysfunction on long-term survival in sepsis.A. Schuler, D. Wulf, Y. Lu, J. Baker, G. Escobar, N. Shah, and V. Liu. CRI, AMIA, (2017)The number needed to benefit: estimating the value of predictive analytics in healthcare.V. Liu, D. Bates, J. Wiens, and N. Shah. J. Am. Medical Informatics Assoc., 26 (12): 1655-1659 (2019)Developing a shared sepsis data infrastructure: a systematic review and concept map to FHIR.E. Brant, J. Kennedy, A. King, L. Gerstley, P. Mishra, D. Schlessinger, J. Shalaby, G. Escobar, D. Angus, C. Seymour and 1 other author(s). npj Digit. Medicine, (2022)Flexible, cluster-based analysis of the electronic medical record of sepsis with composite mixture models.M. Mayhew, B. Petersen, A. Sales, J. Greene, V. Liu, and T. Wasson. J. Biomed. Informatics, (2018)Automated identification of pneumonia in chest radiograph reports in critically ill patients.V. Liu, M. Clark, M. Mendoza, R. Saket, M. Gardner, B. Turk, and G. Escobar. BMC Medical Informatics Decis. Mak., (2013)

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Disambiguation of "Liu, Vincent X."

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Do no harm: a roadmap for responsible machine learning for health care

Please choose a person to relate this publication to

X Schmid

X Cheng

X Roth

X Lin

Liu Liu

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Liu, Vincent X."

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Do no harm: a roadmap for responsible machine learning for health care

Please choose a person to relate this publication to

X Schmid

X Cheng

X Roth

X Lin

Liu Liu

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
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URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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Do no harm: a roadmap for responsible machine learning for health care