Michael William Sjoding, MD, MSc
Associate Professor of Internal Medicine
[email protected]

Available to mentor
Michael William Sjoding, MD, MSc
Associate Professor
  • Center Memberships
  • Recent Publications
    • Center Memberships
    • Center Member
      Institute for Healthcare Policy and Innovation
    • Center Member
      Center for Integrative Research in Critical Care
    • Center Member
      Center for Computational Medicine and Bioinformatics
    • Center Member
      e-Health and Artificial Intelligence Initiative
    • Center Member
      Precision Health Initiative
    Recent Publications See All Publications
    • Chapter
      DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks
      Jabbour S, Kondas G, Kazerooni E, Sjoding M, Fouhey D, Wiens J. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2025 Jan 1; 15122 LNCS: 35 - 51. DOI:10.1007/978-3-031-73039-9_3
    • Journal Article
      Estimating the Population-Level Impact of Empiric Anti-Anaerobic Antibiotics among US Adults Hospitalized with Sepsis.
      Admon AJ, Sjoding MW, Prescott HC, Chanderraj R, Dickson RP. Am J Respir Crit Care Med, 2024 Nov 12; DOI:10.1164/rccm.202405-0955RL
      PMID: 39531631
    • Journal Article
      Racial differences in laboratory testing as a potential mechanism for bias in AI: A matched cohort analysis in emergency department visits.
      Chang T, Nuppnau M, He Y, Kocher KE, Valley TS, Sjoding MW, Wiens J. PLOS Glob Public Health, 2024 4 (10): e0003555 DOI:10.1371/journal.pgph.0003555
      PMID: 39475953
    • Journal Article
      Reevaluating Piperacillin-Tazobactam Mortality-Reply.
      Chanderraj R, Dickson RP, Sjoding MW. JAMA Intern Med, 2024 Oct 1; 184 (10): 1269 DOI:10.1001/jamainternmed.2024.4120
      PMID: 39186296
    • Journal Article
      Shift-Level Team Familiarity Is Associated with Improved Outcomes in Mechanically Ventilated Adults.
      Costa DK, Yakusheva O, Khadr L, Ratliff HC, Lee KA, Sjoding M, Jimenez JV, Marriott DJ. Am J Respir Crit Care Med, 2024 Aug 1; 210 (3): 311 - 317. DOI:10.1164/rccm.202310-1971OC
      PMID: 38358858
    • Preprint
      DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks
      Jabbour S, Kondas G, Kazerooni E, Sjoding M, Fouhey D, Wiens J. 2024 Jul 19; arXiv, DOI:10.48550/arxiv.2407.14509
    • Journal Article
      Early Deep Sedation Practices Worsened During the Pandemic Among Adult Patients Without COVID-19: A Retrospective Cohort Study.
      Barker AK, Valley TS, Kenes MT, Sjoding MW. Chest, 2024 Jul; 166 (1): 118 - 126. DOI:10.1016/j.chest.2024.01.019
      PMID: 38218219
    • Journal Article
      Mortality of Patients With Sepsis Administered Piperacillin-Tazobactam vs Cefepime.
      Chanderraj R, Admon AJ, He Y, Nuppnau M, Albin OR, Prescott HC, Dickson RP, Sjoding MW. JAMA Intern Med, 2024 Jul 1; 184 (7): 769 - 777. DOI:10.1001/jamainternmed.2024.0581
      PMID: 38739397
    Featured News & Stories floating AI-type images in red and blues and yellow on blue background
    Health Lab
    Racial differences in medical testing could introduce bias to AI models
    Black patients are less likely than white patients to receive certain medical tests that doctors use to diagnose severe disease, impacting artificial intelligence data. But researchers have found a way to correct the bias in these data sets.
         A close-up image of an oximeter
    Department News
    Behind the research: Racial disparities in pulse oximeter accuracy
    A research interest and a key mentor lead to work highlighting persistent problems with pulse oximeter accuracy in some patients.