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
      TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods.
      Collins GS, Moons KGM, Dhiman P, Riley RD, Beam AL, Van Calster B, Ghassemi M, Liu X, Reitsma JB, van Smeden M, Boulesteix A-L, Camaradou JC, Celi LA, Denaxas S, Denniston AK, Glocker B, Golub RM, Harvey H, Heinze G, Hoffman MM, Kengne AP, Lam E, Lee N, Loder EW, Maier-Hein L, Mateen BA, McCradden MD, Oakden-Rayner L, Ordish J, Parnell R, Rose S, Singh K, Wynants L, Logullo P. BMJ, 2024 Apr 16; 385: e078378 DOI:10.1136/bmj-2023-078378
      PMID: 38626948
    • 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
    • Journal Article
      Digital health and acute kidney injury: consensus report of the 27th Acute Disease Quality Initiative workgroup.
      Kashani KB, Awdishu L, Bagshaw SM, Barreto EF, Claure-Del Granado R, Evans BJ, Forni LG, Ghosh E, Goldstein SL, Kane-Gill SL, Koola J, Koyner JL, Liu M, Murugan R, Nadkarni GN, Neyra JA, Ninan J, Ostermann M, Pannu N, Rashidi P, Ronco C, Rosner MH, Selby NM, Shickel B, Singh K, Soranno DE, Sutherland SM, Bihorac A, Mehta RL. Nat Rev Nephrol, 2023 Dec; 19 (12): 807 - 818. DOI:10.1038/s41581-023-00744-7
      PMID: 37580570
    • Preprint
      An AI-Guided Data Centric Strategy to Detect and Mitigate Biases in Healthcare Datasets
      Gulamali FF, Sawant AS, Liharska L, Horowitz CR, Chan L, Kovatch PH, Hofer I, Singh K, Richardson LD, Mensah E, Charney AW, Reich DL, Hu J, Nadkarni GN. medRxiv, DOI:10.1101/2023.11.06.23298164
    • Preprint
      An AI-Guided Data Centric Strategy to Detect and Mitigate Biases in Healthcare Datasets
      Gulamali FF, Sawant AS, Liharska L, Horowitz CR, Chan L, Kovatch PH, Hofer I, Singh K, Richardson LD, Mensah E, Charney AW, Reich DL, Hu J, Nadkarni GN. 2023 Nov 6; arXiv, DOI:10.48550/arxiv.2311.03425