Daniel Ehrmann MD, MS
Assistant Professor
[email protected]

Available to mentor
Daniel Ehrmann MD, MS
Assistant Professor
  • Qualifications
  • Research Overview
  • Recent Publications
    • Qualifications
    • Pediatric Critical Care - Fellowship
      Hospital for Sick Children, Toronto, 2022
    • Pediatric Cardiology - Fellowship
      University of Colorado School of Medicine/Children’s Hospital Colorado, United States, 2020
    • Internship and Residency
      University of Colorado School of Medicine/Children’s Hospital Colorado, General Pediatrics, 2017
    • Doctor of Medicine (MD)
      University of Michigan Medical School, Ann Arbor, 2014
    • Master of Science in Clinical Research (MSCR)
      University of Michigan School of Public Health, Ann Arbor, 2013
    • Bachelor of Science - Psychology Major/Science, Technology, and Society Minor
      University of Michigan Medical School, Ann Arbor, 2009
    Research Overview

    Using transformative technologies to gain insights from “big” datasets

    Building collaborative intelligence through effective integration of these insights into clinical workflows

    Recent Publications See All Publications
    • Journal Article
      Making machine learning matter to clinicians: model actionability in medical decision-making.
      Ehrmann DE, Joshi S, Goodfellow SD, Mazwi ML, Eytan D. NPJ Digit Med, 2023 Jan 24; 6 (1): 7 DOI:10.1038/s41746-023-00753-7
      PMID: 36690689
    • Journal Article
      Take a Load Off: Understanding, Measuring, and Reducing Cognitive Load for Cardiologists in High-Stakes Care Environments
      Schaffer C, Goldart E, Ligsay A, Mazwi M, Gallant S, Ehrmann D. Current Treatment Options in Pediatrics, 2023 Sep 1; 9 (3): 122 - 135. DOI:10.1007/s40746-023-00272-3
    • Chapter
      The Future of Patient Monitoring
      Ehrmann DE, Assadi A, Eytan D, Goodfellow SD, Goodwin A, Greer R, Schwartz SM, Mazwi ML. 2023 Pediatric and Congenital Cardiology, Cardiac Surgery and Intensive Care, 1 - 15. DOI:10.1007/978-1-4471-4999-6_108-2
    • Journal Article
      Evaluating and reducing cognitive load should be a priority for machine learning in healthcare.
      Ehrmann DE, Gallant SN, Nagaraj S, Goodfellow SD, Eytan D, Goldenberg A, Mazwi ML. Nat Med, 2022 Jul; 28 (7): 1331 - 1333. DOI:10.1038/s41591-022-01833-z
      PMID: 35641825
    • Journal Article
      Ignorance Isn't Bliss: We Must Close the Machine Learning Knowledge Gap in Pediatric Critical Care.
      Ehrmann D, Harish V, Morgado F, Rosella L, Johnson A, Mema B, Mazwi M. Front Pediatr, 2022 10: 864755 DOI:10.3389/fped.2022.864755
      PMID: 35620143
    • Proceeding / Abstract / Poster
      Get To The Point! Problem-Based Curated Data Views To Augment Care For Critically Ill Patients
      Zhang M, Ehrmann D, Mazwi M, Eytan D, Ghassemi M, Chevalier F. Conference on Human Factors in Computing Systems - Proceedings, 2022 Apr 29; DOI:10.1145/3491102.3501887
    • Journal Article
      A preliminary study on the relationship between sleep, depression and cardiovascular dysfunction in a 4 sample population.
      Bilbao A-DV, Goldschmied J, Jang A, Ehrmann D, Kaplish N, Pitt B, Arnedt T, Sen S, Dalack G, Deldin PJ. Int J Cardiol Heart Vasc, 2021 Aug; 35: 100814 DOI:10.1016/j.ijcha.2021.100814
      PMID: 34258381
    • Journal Article
      Development of Care Curves Following the Stage 1 Palliation: A Comparison of Intensive Care Among 5 Centers.
      Sperotto F, Davidson JA, Smith-Parrish MN, Elhoff JJ, Sinha A, Blinder JJ, Ehrmann DE, Marino BS, Kheir JN. J Am Heart Assoc, 2021 Jun; 10 (11): e019396 DOI:10.1161/JAHA.120.019396
      PMID: 34013742