Karandeep Singh
Adjunct Associate Professor of Learning Health Sciences
[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
      Comparison of Auscultation Quality Using Contemporary Digital Stethoscopes.
      Saraya N, McBride J, Singh K, Sohail O, Das PJ. JMIR Cardio, 2024 Nov 8; 8: e54746 DOI:10.2196/54746
      PMID: 39514245
    • Journal Article
      Large Language Models for More Efficient Reporting of Hospital Quality Measures.
      Boussina A, Krishnamoorthy R, Quintero K, Joshi S, Wardi G, Pour H, Hilbert N, Malhotra A, Hogarth M, Sitapati AM, VanDenBerg C, Singh K, Longhurst CA, Nemati S. NEJM AI, 2024 Oct 24; 1 (11): DOI:10.1056/aics2400420
      PMID: 39703686
    • Journal Article
      Development and validation of a deep learning algorithm for the prediction of serum creatinine in critically ill patients.
      Ghanbari G, Lam JY, Shashikumar SP, Awdishu L, Singh K, Malhotra A, Nemati S, Yousif Z. JAMIA Open, 2024 Oct; 7 (3): ooae097 DOI:10.1093/jamiaopen/ooae097
      PMID: 39318762
    • 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 Oct; 177 (10): 1428 - 1430. DOI:10.7326/ANNALS-24-00396
      PMID: 39186786
    • 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
      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