Biography

Karandeep Singh, MD, MMSc, is an Assistant Professor of Learning Health Sciences, Internal Medicine, Urology, and Information at the University of Michigan. He directs the Machine Learning for Learning Health Systems (ML4LHS) Lab, which focuses on the development, evaluation, and implementation of machine learning models within electronic health record systems in support of a learning health system. He serves as an Associate Chief Medical Information Officer for Artificial Intelligence for Michigan Medicine and is the Associate Director for Implementation for U-M Precision Health, a Presidential Initiative focused on bringing research discoveries to the bedside, with a focus on prediction models and genomics data. He chairs the Michigan Medicine Clinical Intelligence Committee, which oversees the governance of machine learning models across the health system. He teaches a health data science course for graduate and doctoral students, and provides clinical care for people with kidney disease. He completed his internal medicine residency at UCLA Medical Center, where he served as chief resident, and a nephrology fellowship in the combined Brigham and Women’s Hospital/Massachusetts General Hospital program in Boston, MA. He completed his medical education at the University of Michigan Medical School and holds a master’s degree in medical sciences in Biomedical Informatics from Harvard Medical School. He is board certified in internal medicine, nephrology, and clinical informatics.

His work in machine learning and digital health has been published in leading journals in their respective fields, including the New England Journal of Medicine, Lancet, British Medical Journal, JAMA Internal Medicine, Nature Machine Intelligence, Health Affairs, Clinical Journal of the American Society of Nephrology, Ophthalmology, Radiology, and European Urology.

Students

Lab Alumni