Ryan Godwin

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Core Components

Health Care Services

Convolutional Neural Networks

Top Venues

Frontiers Digit. Health

J. Medical Syst.

Publications

Andrew B. Barker, Ryan L. Melvin, Ryan Godwin, David Benz, Brant M. Wagener
Machine Learning Predicts Unplanned Care Escalations for Post-Anesthesia Care Unit Patients during the Perioperative Period: A Single-Center Retrospective Study. J. Medical Syst. 48 (1) (2024)
Ryan Godwin, Ayesha S. Bryant, Brant M. Wagener, Timothy J. Ness, Jennifer J. DeBerry, LaShun L. Horn, Shanna H. Graves, Ashley C. Archer, Ryan L. Melvin
IRB-draft-generator: A generative AI tool to streamline the creation of institutional review board applications. SoftwareX 25 (2024)
Ryan Godwin, Jennifer J. DeBerry, Brant M. Wagener, Dan E. Berkowitz, Ryan L. Melvin
Grant drafting support with guided generative AI software. SoftwareX 27 (2024)
Ryan Godwin, Ryan L. Melvin
Toward efficient data science: A comprehensive MLOps template for collaborative code development and automation. SoftwareX 26 (2024)
Henry J. Paiste, Ryan Godwin, Andrew D. Smith, Dan E. Berkowitz, Ryan L. Melvin
Strengths-weaknesses-opportunities-threats analysis of artificial intelligence in anesthesiology and perioperative medicine. Frontiers Digit. Health 6 (2024)
Alex Treacher, Prabhat Garg, Elizabeth M. Davenport, Ryan Godwin, Amy Proskovec, Leonardo Guimaraes Bezerra, Gowtham Murugesan, Benjamin C. Wagner, Christopher T. Whitlow, Joel D. Stitzel, Joseph A. Maldjian, Albert Montillo
MEGnet: Automatic ICA-based artifact removal for MEG using spatiotemporal convolutional neural networks. NeuroImage 241 (2021)