Publications by authors named "Ryan Godwin"

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Machine Learning Algorithms Exceed Comorbidity Indices in Prediction of Short-Term Complications After Hip Fracture Surgery.
Anirudh K Gowd, Edward C Beck, Avinesh Agarwalla, Dev M Patel, Ryan C Godwin

J Am Acad Orthop Surg· June 2025

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Transforming Physiology and Healthcare through Foundation Models.
Ryan C Godwin, Avery Tung, Dan E Berkowitz, Ryan L Melvin

Physiology (Bethesda)· May 2025

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The Impact of Blood Pressure Below Personalized Lower Cerebral Autoregulation Limit on Outcomes After Cardiac Surgery: A Retrospective Study.
Domagoj Mladinov, Ryan C Godwin, David Benz, Ibukun Mary Folorunso, Dan E Berkowitz

J Cardiothorac Vasc Anesth· March 2025

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Use of machine learning models to identify National Institutes of Health-funded cardiac arrest research.
Ryan A Coute, Kameshwari Soundararajan, Michael C Kurz, Ryan L Melvin, Ryan C Godwin

Resuscitation· March 2025

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Use of machine learning models to predict neurologically intact survival for advanced age adults following out-of-hospital cardiac arrest.
Kameshwari Soundararajan, Dylana J Adams, Brian H Nathanson, Timothy J Mader, Ryan C Godwin

Acad Emerg Med· February 2025

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Measurement of Pulse Arrival Time and Arterial Stiffness in Patients Undergoing Cardiac Surgery.
Ryan Godwin, Ryan L Melvin, Dan E Berkowitz, Andre F Gosling

J Cardiothorac Vasc Anesth· October 2024

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Assessing the Performance of Artificial Intelligence Models: Insights from the American Society of Functional Neuroradiology Artificial Intelligence Competition.
Bin Jiang, Burak B Ozkara, Guangming Zhu, Derek Boothroyd, Jason W Allen, Ryan Godwin

AJNR Am J Neuroradiol· September 2024

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Machine Learning Predicts Unplanned Care Escalations for Post-Anesthesia Care Unit Patients during the Perioperative Period: A Single-Center Retrospective Study.
Andrew B Barker, Ryan L Melvin, Ryan C Godwin, David Benz, Brant M Wagener

J Med Syst· July 2024

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Automated extraction of heart rate variability from magnetoencephalography signals.
Ryan C Godwin, William C Flood, Jeremy P Hudson, Marc D Benayoun, Michael E Zapadka

Heliyon· March 2024

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Beyond the : Applying Screening Algorithms (Artificially) Intelligently.
Ryan C Godwin, Srini Tridandapani

AJR Am J Roentgenol· February 2024

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Strengths-weaknesses-opportunities-threats analysis of artificial intelligence in anesthesiology and perioperative medicine.
Henry J Paiste, Ryan C Godwin, Andrew D Smith, Dan E Berkowitz, Ryan L Melvin

Front Digit Health· February 2024

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The role of quality metrics in the evolution of AI in health care and implications for generative AI.
Ryan C Godwin, Ryan L Melvin

Physiol Rev· October 2023

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Radiomics Outperforms Clinical and Radiologic Signs in Predicting Spontaneous Basal Ganglia Hematoma Expansion: A Pilot Study.
Ali Rezaei, Houman Sotoudeh, Ryan Godwin, Veeranjaneyulu Prattipati, Aparna Singhal

Cureus· April 2023

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MEGnet: Automatic ICA-based artifact removal for MEG using spatiotemporal convolutional neural networks.
Alex H Treacher, Prabhat Garg, Elizabeth Davenport, Ryan Godwin, Amy Proskovec

Neuroimage· November 2021

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The one-inflated positive Poisson mixture model for use in population size estimation.
Ryan T Godwin

Biom J· November 2019

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Structure and Dynamics of tRNA Containing Core Substitutions.
Ryan C Godwin, Lindsay M Macnamara, Rebecca W Alexander, Freddie R Salsbury

ACS Omega· September 2018

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All-atom molecular dynamics comparison of disease-associated zinc fingers.
Ryan C Godwin, William H Gmeiner, Freddie R Salsbury

J Biomol Struct Dyn· August 2018

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Using correlated motions to determine sufficient sampling times for molecular dynamics.
Ryan L Melvin, Jiajie Xiao, Kenneth S Berenhaut, Ryan C Godwin, Freddie R Salsbury

Phys Rev E· August 2018

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Visualizing correlated motion with HDBSCAN clustering.
Ryan L Melvin, Jiajie Xiao, Ryan C Godwin, Kenneth S Berenhaut, Freddie R Salsbury

Protein Sci· January 2018

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MutS's Multi-Domain Allosteric Response to Three DNA Damage Types Revealed by Machine Learning.
Ryan L Melvin, William G Thompson, Ryan C Godwin, William H Gmeiner, Freddie R Salsbury

Front Phys· March 2017

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One-inflation and unobserved heterogeneity in population size estimation.
Ryan T Godwin

Biom J· January 2017

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Binding Site Configurations Probe the Structure and Dynamics of the Zinc Finger of NEMO (NF-κB Essential Modulator).
Ryan C Godwin, Ryan L Melvin, William H Gmeiner, Freddie R Salsbury

Biochemistry· January 2017

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Uncovering Large-Scale Conformational Change in Molecular Dynamics without Prior Knowledge.
Ryan L Melvin, Ryan C Godwin, Jiajie Xiao, William G Thompson, Kenneth S Berenhaut

J Chem Theory Comput· December 2016

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Importance of long-time simulations for rare event sampling in zinc finger proteins.
Ryan Godwin, William Gmeiner, Freddie R Salsbury

J Biomol Struct Dyn· October 2016

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