Ryan L. Melvin

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Machine Learning

Health Care Services

Cognitive Psychology

Top Venues

Frontiers Digit. Health

Frontiers Big Data

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)
Ryan L. Melvin, Matthew G. Broyles, Elizabeth W. Duggan, Sonia John, Andrew D. Smith, Dan E. Berkowitz
Artificial Intelligence in Perioperative Medicine: A Proposed Common Language With Applications to FDA-Approved Devices. Frontiers Digit. Health 4 (2022)
Tarun Karthik Kumar Mamidi, Thi K. Tran-Nguyen, Ryan L. Melvin, Elizabeth A. Worthey
Development of An Individualized Risk Prediction Model for COVID-19 Using Electronic Health Record Data. Frontiers Big Data 4 (2021)