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How to Avoid Incorrect Clinical Machine Learning Model Performance Estimates When Class Labels Are Only Partially Observed.

C. Corbin, M. Baiocchi, and J. Chen. AMIA, AMIA, (2022)

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Chen Chen

H -H Kaatz

Shih Chen Chen

Yi-Chen Chen

Other publications of authors with the same name

Automated Organization of Electronic Health Record Data by Probabilistic Topic Modeling to Inform Clinical Decision Making.J. Chen, M. Goldstein, S. Asch, L. Mackey, and R. Altman. CRI, AMIA, (2016)Problem based charting: a method for improving problem list utilization and completeness.R. Li, L. Shieh, G. Krishnan, D. Fang, and J. Chen. CRI, AMIA, (2017)Session Introduction.R. Daneshjou, L. Kidzinski, O. Afanasiev, and J. Chen. PSB, page 1-6. (2020)Deep learning interpretation of echocardiograms.A. Ghorbani, D. Ouyang, A. Abid, B. He, J. Chen, R. Harrington, D. Liang, E. Ashley, and J. Zou. npj Digit. Medicine, (2020)An evaluation of clinical order patterns machine-learned from clinician cohorts stratified by patient mortality outcomes.J. Wang, J. Hom, S. Balasubramanian, A. Schuler, N. Shah, M. Goldstein, M. Baiocchi, and J. Chen. J. Biomed. Informatics, (2018)Learning to Predict Chemical Reactions.M. Kayala, C. Azencott, J. Chen, and P. Baldi. J. Chem. Inf. Model., 51 (9): 2209-2222 (2011)Developing machine learning models to personalize care levels among emergency room patients for hospital admission.M. Nguyen, C. Corbin, T. Eulalio, N. Ostberg, G. Machiraju, B. Marafino, M. Baiocchi, C. Rose, and J. Chen. J. Am. Medical Informatics Assoc., 28 (11): 2423-2432 (2021)It's not just a last mile problem: Partnering with process improvement and human factors to integrate machine learning into healthcare delivery.R. Li, N. Muthu, M. Smith, S. Kandaswamy, and J. Chen. AMIA, AMIA, (2020)Predicting Level of Care for Emergency Hospital Admissions to Optimize Triage.M. Nguyen, N. Ostberg, C. Corbin, T. Eulalio, G. Machiraju, B. Marafino, M. Baiocchi, C. Rose, and J. Chen. AMIA, AMIA, (2021)Usability of an Automated Recommender System for Clinical Order Entry.J. Chen, M. Goldstein, S. Asch, and R. Altman. AMIA, AMIA, (2016)

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Disambiguation of "Chen, Jonathan H."

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URL
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How to Avoid Incorrect Clinical Machine Learning Model Performance Estimates When Class Labels Are Only Partially Observed.

Please choose a person to relate this publication to

Chen Chen

Chen Chen

H -H Kaatz

Shih Chen Chen

Yi-Chen Chen

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Chen, Jonathan H."

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML How to Avoid Incorrect Clinical Machine Learning Model Performance Estimates When Class Labels Are Only Partially Observed.

Please choose a person to relate this publication to

Chen Chen

Chen Chen

H -H Kaatz

Shih Chen Chen

Yi-Chen Chen

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

How to Avoid Incorrect Clinical Machine Learning Model Performance Estimates When Class Labels Are Only Partially Observed.