Enabling the clinical application of artificial intelligence in genomics: a perspective of the AMIA Genomics and Translational Bioinformatics Workgroup.

Journal: Journal of the American Medical Informatics Association : JAMIA
Published Date:

Abstract

OBJECTIVE: Given the importance AI in genomics and its potential impact on human health, the American Medical Informatics Association-Genomics and Translational Biomedical Informatics (GenTBI) Workgroup developed this assessment of factors that can further enable the clinical application of AI in this space.

Authors

  • Nephi A Walton
    Division of Medical Genetics, University of Utah School of Medicine, Salt Lake City, UT 84112 ,United States.
  • Radha Nagarajan
    Enterprise Information Services, Cedars-Sinai Medical Center, Los Angeles, CA 90025, United States.
  • Chen Wang
    Department of Cardiovascular Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China.
  • Murat Sincan
  • Robert R Freimuth
    Department of Health Sciences Research; Mayo Clinic, 200 First Street SW, Rochester, MN, 55905, USA.
  • David B Everman
    EverMed Genetics and Genomics Consulting LLC, Greenville, SC 29607, United States.
  • Derek C Walton
    Walton Legal PLLC, Murray, UT 84123, United States.
  • Scott P McGrath
    CITRIS Health, University of California Berkeley, Berkeley, CA, USA.
  • Dominick J Lemas
    Department of Health Outcomes and Biomedical Informatics, College of Medicine, University of Florida, Gainesville, FL, United States. Electronic address: djlemas@ufl.edu.
  • Panayiotis V Benos
    Department of Computational and Systems Biology, University of Pittsburgh, Pittsburgh, PA, USA.
  • Alexander V Alekseyenko
    Department of Public Health Sciences, Medical University of South Carolina, Charleston, SC, 29425, USA.
  • Qianqian Song
    Wake Forest School of Medicine.
  • Ece Gamsiz Uzun
    Department of Pathology and Laboratory Medicine, Rhode Island Hospital and Lifespan Medical Center, Providence, RI 02915, United States.
  • Casey Overby Taylor
    Johns Hopkins Malone Center for Engineering in Healthcare, Johns Hopkins University, Baltimore, MD, United States of America.
  • Alper Uzun
    Department of Pediatrics, Warren Alpert Medical School of Brown University, Providence, RI, 02903, USA.
  • Thomas Nate Person
    Pennsylvania State University, Hershey, USA.
  • Nadav Rappoport
    Department of Software and Information Systems Engineering, Faculty of Engineering Sciences, Ben-Gurion University of the Negev, Beer Sheva 8410501, Israel.
  • Zhongming Zhao
    Center for Precision Health, McWilliams School of Biomedical Informatics, The University of Texas Health Science Center at Houston, Houston, TX 77030, United States.
  • Marc S Williams