Ryan A. Peterson

Assistant Professor

Colorado School of Public Health

United States

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About

Ryan A. Peterson is an Assistant Professor at the Colorado School of Public Health. His research focuses on various aspects of public health, including the impact of type 2 inflammation on asthma exacerbation rates, sedation practices during respiratory distress syndrome, and decision-making tools for dementia caregivers. He has published several articles exploring machine learning algorithms in predictive modeling, cognitive load in clinical settings, and the prevalence of alcohol use among patients with respiratory failure.

Articles (18)

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2025

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2021

Collaborators (7)

Lorraine Ware

Vanderbilt University Medical Center

UNITED STATES

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Lauren Heery

Chief Resident

NYU Langone Health

UNITED STATES

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Joel McNeil

Vanderbilt University Medical Center

UNITED STATES

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Tyree Kiser

Professor

University of Colorado Denver School of Pharmacy

UNITED STATES

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Kristine M. Erlandson

University of Colorado Anschutz Medical Campus

UNITED STATES

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Joseph Cavanaugh

Professor and Head

University of Iowa College of Public Health

UNITED STATES

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Scott Matson

Assistant Professor

University of Kansas Medical Center

UNITED STATES

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Ryan A. Peterson

Research Interests

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About

Articles (18)

Impact of Effect Modification of Type 2 Inflammation and Sex on Asthma Exacerbation Rates

Sedation Practices during Continuous Neuromuscular Blockade for Acute Respiratory Distress Syndrome

Virtual Reality Anatomy Trainer Turns Teaching Endobronchial Ultrasound Inside-Out

Can a Transparent Machine Learning Algorithm Predict Better than Its Black Box Counterparts? A Benchmarking Study Using 110 Data Sets

Extraneous Load, Patient Census, and Patient Acuity Correlate With Cognitive Load During ICU Rounds

Working well with statisticians: Perceptions of practicing statisticians on their most successful collaborations

Prevalence of Alcohol Use Characterized by Phosphatidylethanol in Patients With Respiratory Failure Before and During the COVID-19 Pandemic

The Effect of the “Safety in Dementia” Online Tool to Assist Decision Making for Caregivers of Persons With Dementia and Access to Firearms

A Web-Based Decision Aid for Caregivers of Persons With Dementia With Firearm Access (Safe at Home Study): Protocol for a Randomized Controlled Trial

Alveolar epithelial glycocalyx degradation mediates surfactant dysfunction and contributes to acute respiratory distress syndrome.

Ranked sparsity: a cogent regularization framework for selecting and estimating feature interactions and polynomials

Inference following multiple imputation for generalized additive models: an investigation of the median p-value rule with applications to the Pulmonary Hypertension Association Registry and Colorado COVID-19 hospitalization data

Reaping what you SOW: Guidelines and strategies for writing scopes of work for statistical consulting

Differences in l-arginine metabolism and asthma morbidity among asthma patients with and without obstructive sleep apnea

The Predictive Potential of Elevated Serum Inflammatory Markers in Determining the Need for Intubation in CoVID-19 Patients

The prognostic role of matrix metalloproteinase-7 (MMP-7) in scleroderma associated interstitial lung disease

Significant Variability in Surrogate Informed Consent Rates in ARDS and Prevention and Early Treatment of Acute Lung Injury Network Multicenter Trials

Combinations of Anticyclic Citrullinated Protein Antibody, Rheumatoid Factor, and Serum Calprotectin Positivity Are Associated With the Diagnosis of Rheumatoid Arthritis Within 3 Years

Collaborators (7)

Lorraine Ware

Lauren Heery

Joel McNeil

Tyree Kiser

Kristine M. Erlandson

Joseph Cavanaugh

Scott Matson

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