Karandeep Singh
Adjunct Associate Professor of Learning Health Sciences
Associate Chief Medical Information Officer of Artificial Intelligence
[email protected]

Available to mentor
Karandeep Singh
Adjunct Associate Professor
  • Center Memberships
  • Recent Publications
    • Center Memberships
    • Center Member
      Center for Computational Medicine and Bioinformatics
    • Center Member
      Precision Health Initiative
    • Center Member
      e-Health and Artificial Intelligence Initiative
    Recent Publications See All Publications
    • Journal Article
      Development and Validation of a Deep Learning Model for Prediction of Adult Physiological Deterioration.
      Shashikumar SP, Le JP, Yung N, Ford J, Singh K, Malhotra A, Nemati S, Wardi G. Crit Care Explor, 2024 Sep 1; 6 (9): e1151 DOI:10.1097/CCE.0000000000001151
      PMID: 39258951
    • Journal Article
      Predicting Persistent Opioid Use after Hand Surgery: A Machine Learning Approach.
      Baxter NB, Ho AZ, Byrd JN, Fernandez AC, Singh K, Chung KC. Plast Reconstr Surg, 2024 Sep 1; 154 (3): 573 - 580. DOI:10.1097/PRS.0000000000011099
      PMID: 37772891
    • Journal Article
      Meeting the Artificial Intelligence Needs of U.S. Health Systems.
      Lyons PG, Dorr DA, Melton GB, Singh K, Payne PRO. Ann Intern Med, 2024 Aug 27; DOI:10.7326/ANNALS-24-00396
      PMID: 39186786
    • Journal Article
      Development and validation of a multicenter Cox regression model to predict all-cause mortality in patients with renal masses suspicious for renal cancer.
      Lane BR, Cheaib JG, Boynton D, Pierorazio P, Noyes SL, Peabody H, Singla N, Johnson A, Ghani KR, Krumm A, Singh K. Urol Oncol, 2024 Aug; 42 (8): 248.e11 - 248.e18. DOI:10.1016/j.urolonc.2024.04.007
      PMID: 38704319
    • Preprint
      Reporting of Fairness Metrics in Clinical Risk Prediction Models: A Call for Change
      Rountree L, Lin Y-T, Liu C, Salvatore M, Admon A, Nallamothu BK, Singh K, Basu A, Mukherjee B. medRxiv, DOI:10.1101/2024.03.16.24304390
    • Journal Article
      Simplified cardiovascular index may be the best comorbidity index for clinical use in prediction of mortality for renal cancer patients.
      Boynton D, Noyes SL, Murali A, Peabody H, Krumm A, Singh K, Lane BR. Urol Oncol, 2024 Mar; 42 (3): 72.e1 - 72.e8. DOI:10.1016/j.urolonc.2024.01.004
      PMID: 38242826
    • Journal Article
      Evaluation of Sepsis Prediction Models before Onset of Treatment
      Kamran F, Tjandra D, Heiler A, Virzi J, Singh K, King JE, Valley TS, Wiens J. NEJM AI, 2024 Feb 22; 1 (3): DOI:10.1056/aioa2300032
    • Journal Article
      How Academic Medical Centers Govern AI Prediction Tools in the Context of Uncertainty and Evolving Regulation
      Nong P, Hamasha R, Singh K, Adler-Milstein J, Platt J. NEJM AI, 2024 Feb 22; 1 (3): DOI:10.1056/aip2300048