Environment scan of generative AI infrastructure for clinical and translational science. Academic Article uri icon

Overview

abstract

  • This study reports a comprehensive environmental scan of the generative AI (GenAI) infrastructure in the national network for clinical and translational science across 36 institutions supported by the CTSA Program led by the National Center for Advancing Translational Sciences (NCATS) of the National Institutes of Health (NIH) at the United States. Key findings indicate a diverse range of institutional strategies, with most organizations in the experimental phase of GenAI deployment. The results underscore the need for a more coordinated approach to GenAI governance, emphasizing collaboration among senior leaders, clinicians, information technology staff, and researchers. Our analysis reveals that 53% of institutions identified data security as a primary concern, followed by lack of clinician trust (50%) and AI bias (44%), which must be addressed to ensure the ethical and effective implementation of GenAI technologies.

authors

  • Idnay, Betina
  • Xu, Zihan
  • Adams, William G
  • Adibuzzaman, Mohammad
  • Anderson, Nicholas R
  • Bahroos, Neil
  • Bell, Douglas S
  • Bumgardner, Cody
  • Campion, Thomas
  • Castro, Mario
  • Cimino, James J
  • Cohen, I Glenn
  • Dorr, David
  • Elkin, Peter L
  • Fan, Jungwei W
  • Ferris, Todd
  • Foran, David J
  • Hanauer, David
  • Hogarth, Mike
  • Huang, Kun
  • Kalpathy-Cramer, Jayashree
  • Kandpal, Manoj
  • Karnik, Niranjan S
  • Katoch, Avnish
  • Lai, Albert M
  • Lambert, Christophe G
  • Li, Lang
  • Lindsell, Christopher
  • Liu, Jinze
  • Lu, Zhiyong
  • Luo, Yuan
  • McGarvey, Peter
  • Mendonca, Eneida A
  • Mirhaji, Parsa
  • Murphy, Shawn
  • Osborne, John D
  • Paschalidis, Ioannis C
  • Harris, Paul A
  • Prior, Fred
  • Shaheen, Nicholas J
  • Shara, Nawar
  • Sim, Ida
  • Tachinardi, Umberto
  • Waitman, Lemuel R
  • Wright, Rosalind J
  • Zai, Adrian H
  • Zheng, Kai
  • Lee, Sandra Soo-Jin
  • Malin, Bradley A
  • Natarajan, Karthik
  • Price Ii, W Nicholson
  • Zhang, Rui
  • Zhang, Yiye
  • Xu, Hua
  • Bian, Jiang
  • Weng, Chunhua
  • Peng, Yifan

publication date

  • January 25, 2025

Identity

PubMed Central ID

  • PMC11762411

Digital Object Identifier (DOI)

  • 10.1038/s44401-024-00009-w

PubMed ID

  • 39872195

Additional Document Info

volume

  • 2

issue

  • 1