基本信息
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Bio
He is a nephrologist with a background in biomedical informatics who uses machine learning methods to model electronic health record and registry data in support of a learning health system. He directs the Machine Learning for Learning Health Systems lab which focuses on using machine learning and biomedical informatics methods to understand and improve health at scale. His research spans multiple clinical domains including nephrology, urology, emergency medicine, obstetrics, and ophthalmology. He is the associate workgroup director for the University's Precision Health Implementation Workgroup, which supports the implementation of campus-wide scientific discoveries into patient care. He chairs the Michigan Medicine Clinical Intelligence Committee, which focuses on implementation of machine learning models across the health system. He teaches a graduate-level health data science course.
Research Interests
Papers共 172 篇Author StatisticsCo-AuthorSimilar Experts
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Faris Gulamali,Ashwin Sawant,Lora Liharska,Carol Horowitz, Lili Chan,Ira Hofer,Karandeep Singh, Lynne Richardson,Emmanuel Mensah,Alexander Charney,David Reich, Jianying Hu, Girish Nadkarni
crossref(2025)
Jui-En Lo,Christopher N Schmickl,Florin Vaida,Shamim Nemati,Karandeep Singh,Scott A Sands, Robert L Owens,Atul Malhotra,Jeremy E Orr
Journal of clinical sleep medicine JCSM official publication of the American Academy of Sleep Medicineno. 5 (2025): 775-782
Lillian Rountree, Yi-Ting Lin, Chuyu Liu,Maxwell Salvatore,Andrew Admon,Brahmajee Nallamothu,Karandeep Singh, Anirban Basu, Fan Bu,Bhramar Mukherjee
Online journal of public health informatics (2025): e66598-e66598
NEJM AIno. 2 (2025)
Melissa D. McCradden,Alex John London,Judy Wawira Gichoya,Mark Sendak,Lauren Erdman,Ian Stedman,Lauren Oakden-Rayner,Ismail Akrout, James A. Anderson, Lesley-Anne Farmer,Robert Greer,Anna Goldenberg, Yvonne Ho,Shalmali Joshi, Jennie Louise,Muhammad Mamdani,Mjaye L. Mazwi, Abdullahi Mohamud,Lyle J. Palmer, Antonios Peperidis,Stephen R. Pfohl,Mandy Rickard,Carolyn Semmler,Karandeep Singh,Devin Singh, Seyi Soremekun, Lana Tikhomirov,Anton H. van der Vegt,Karin Verspoor,Xiaoxuan Liu
Nature medicineno. 1 (2025): 9-11
Supreeth P Shashikumar, Sina Mohammadi, Rishivardhan Krishnamoorthy, Avi Patel,Gabriel Wardi, Joseph C Ahn,Karandeep Singh, Eliah Aronoff-Spencer,Shamim Nemati
medRxiv the preprint server for health sciences (2025)
Indian Heart Journal (2025)
Esra Adiyeke, Tianqi Liu, Venkata Sai Dheeraj Naganaboina, Han Li,Tyler J Loftus,Yuanfang Ren,Benjamin Shickel, Matthew M Ruppert,Karandeep Singh,Ruogu Fang,Parisa Rashidi,Azra Bihorac,Tezcan Ozrazgat-Baslanti
ArXiv (2025)
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Suhana Bedi, Yutong Liu, Lucy Orr-Ewing,Dev Dash,Sanmi Koyejo,Alison Callahan,Jason A. Fries,Michael Wornow,Akshay Swaminathan,Lisa Soleymani Lehmann,Hyo Jung Hong,Mehr Kashyap, Akash R. Chaurasia,Nirav R. Shah,Karandeep Singh,Troy Tazbaz,Arnold Milstein,Michael A. Pfeffer,Nigam H. Shah
JAMA (2024)
Annals of internal medicineno. 10 (2024): 1428-1430
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Author Statistics
#Papers: 172
#Citation: 4312
H-Index: 28
G-Index: 64
Sociability: 7
Diversity: 3
Activity: 87
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