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This paper is in the following e-collection/theme issue:

Formative Evaluation of Digital Health Interventions (3627) Clinical Informatics (1521) Clinical Information and Decision Making (2177) Decision Support for Health Professionals (1721) Continuing Medical Education (CME) for Doctors (166) Machine Learning (2337)

Published on in Vol 10 (2026)

This is a member publication of Michigan State University

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/82424, first published .
Woman uses phone app for "Transfusion Prediction.

Evaluating Postpartum Hemorrhage Transfusion Risk With a Machine Learning Model for Informed Consent: Retrospective Cohort Study

Evaluating Postpartum Hemorrhage Transfusion Risk With a Machine Learning Model for Informed Consent: Retrospective Cohort Study

Authors of this article:

Jennifer Glance1, 2 Author Orcid Image ;   Jeffrey Arthur Nielson1, 3 Author Orcid Image ;   Albert Bonnema1, 3 Author Orcid Image
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Jennifer Glance   1, 2 , DO ;   Jeffrey Arthur Nielson   1, 3 , MD, MS ;   Albert Bonnema   1, 3 , MD, MPH

1 Clinical Informatics, Kettering Medical Center, Kettering, OH, United States

2 Boonshoft School of Medicine, Wright State University, Fairborn, OH, United States

3 Heritage College of Osteopathic Medicine, Ohio University, Athens, OH, United States

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