Publications by authors named "Jason Roy"

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Leveraging Machine Learning and Real-World Data to Predict Chronic Obstructive Pulmonary Disease Exacerbations.
Reynold A Panettieri, Jason Roy, Natalia Gontarczyk Uczkowski, Allison Tyler, Jason Attanucci

Int J Chron Obstruct Pulmon Dis· November 2025

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Analysis of categorical data from biological experiments with logistic regression and CMH tests.
Rebecca J Androwski, Tatiana Popovitchenko, Anna J Smart, Sho Ogino, Guoqiang Wang, Jason Roy

PLoS One· November 2025

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Live microbials to boost Anti-SARS-CoV-2 immunity clinical trial (Live BASIC trial): a triple-blind randomized controlled trial.
Daniel B Horton, Rahul Ukey, Abhilasha Madhvi, Tracy Andrews, Veenat Parmar, Jason Roy

Infection· November 2025

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Mass spectrometry combined with machine learning identifies novel protein signatures as demonstrated with multisystem inflammatory syndrome in children.
Jeisac Guzmán Rivera, Haiyan Zheng, Benjamin Richlin, Christian Suarez, Sunanda Gaur, Jason Roy

Sci Rep· October 2025

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Early Childhood Antibiotics and Chronic Pediatric Conditions: A Retrospective Cohort Study.
Matthew A Beier, Soko Setoguchi, Tobias Gerhard, Jason Roy, Dawn Koffman

J Infect Dis· September 2025

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Prescription opioid use and opioid use disorder among older adults with HIV in the USA from 2008 to 2021: a retrospective repeated cross-sectional study.
Stephanie Shiau, Fabrizio Drago, Carolyn W Kinkade, Kylie Getz, Greta Bushnell, Jason A Roy

Lancet Prim Care· September 2025

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A cross-sectional assessment of the individual- and fire department-level factors affecting volunteer firefighter cardiorespiratory fitness.
Nimit N Shah, Sara A Jahnke, Brittany S Hollerbach, Derrick L Edwards, Jason Roy

Fire (Basel)· August 2025

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Combining Mass Spectrometry with Machine Learning to Identify Novel Protein Signatures: The Example of Multisystem Inflammatory Syndrome in Children.
Jeisac Guzmán Rivera, Haiyan Zheng, Benjamin Richlin, Christian Suarez, Sunanda Gaur, Jason Roy

medRxiv· April 2025

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A genetically modulated Toll-like receptor-tolerant phenotype in peripheral blood cells of children with multisystem inflammatory syndrome.
Rehan Khan, Weizhen Ji, Jeisac Guzman Rivera, Abhilasha Madhvi, Tracy Andrews, Jason Roy

J Immunol· March 2025

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Firefighter- and Fire Department-Level Barriers and Promoters of Physical Activity and Fitness Among Volunteer Firefighters: A Qualitative Study Using Semistructured Interviews.
Nimit N Shah, Olivia A Wackowski, Sara A Jahnke, Jason Roy, Brittany S Hollerbach

J Occup Environ Med· December 2024

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Hepatotoxicity Score: A New Method to Adjust for Use of Potentially Hepatotoxic Medications by Chronic Liver Disease Status.
Vincent Lo Re, Craig W Newcomb, Dean M Carbonari, Alyssa K Mezochow, Sean Hennessy, Jason A Roy

Pharmacoepidemiol Drug Saf· December 2024

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Bayesian semiparametric model for sequential treatment decisions with informative timing.
Arman Oganisian, Kelly D Getz, Todd A Alonzo, Richard Aplenc, Jason A Roy

Biostatistics· October 2024

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Effects of antimicrobial exposure on the risk of Parkinson's disease.
Gian Pal, Laura Bennett, Jason Roy, Abner Nyandege, M Maral Mouradian

Parkinsonism Relat Disord· October 2024

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Self-Reported PrEP Use and Risk of Bacterial STIs Among Ontarian Men Who Are Gay or Bisexual or Have Sex With Men.
Nguyen K Tran, Seth L Welles, Jason A Roy, David J Brennan, Esther Chernak

Ann Fam Med· September 2024

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Severe Acute Liver Injury After Hepatotoxic Medication Initiation in Real-World Data.
Jessie Torgersen, Alyssa K Mezochow, Craig W Newcomb, Dean M Carbonari, Sean Hennessy, Jason A Roy

JAMA Intern Med· August 2024

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A Bayesian nonparametric approach for multiple mediators with applications in mental health studies.
Samrat Roy, Michael J Daniels, Jason Roy

Biostatistics· July 2024

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Leveraging machine learning: Covariate-adjusted Bayesian adaptive randomization and subgroup discovery in multi-arm survival trials.
Wenxuan Xiong, Jason Roy, Hao Liu, Liangyuan Hu

Contemp Clin Trials· July 2024

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Hierarchical Bayesian bootstrap for heterogeneous treatment effect estimation.
Arman Oganisian, Nandita Mitra, Jason A Roy

Int J Biostat· May 2024

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Marshall Joffe's Contributions to Causal Inference, Biostatistics, and Epidemiology.
Dane Isenberg, Edward H Kennedy, J Richard Landis, Nandita Mitra, James M Robins, Jason Roy

Am J Epidemiol· April 2024

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A genetically modulated Toll-like-receptor-tolerant phenotype in peripheral blood cells of children with multisystem inflammatory syndrome.
Rehan Khan, Weizhen Ji, Jeisac Guzman-Rivera, Abhilasha Madhvi, Tracy Andrews, Jason Roy

medRxiv· February 2024

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Place of care in the last three years of life for Medicare beneficiaries.
Haiqun Lin, Irina B Grafova, Anum Zafar, Soko Setoguchi, Jason Roy

BMC Geriatr· January 2024

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Decreased Emergency Cholecystectomy and Case Fatality Rate, Not Explained by Expansion of Medicaid.
Gregory L Peck, Yen-Hong Kuo, Shawna V Hudson, Vicente H Gracias, Jason A Roy

J Surg Res· August 2023

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Saliva microbiome in relation to SARS-CoV-2 infection in a prospective cohort of healthy US adults.
Abigail J S Armstrong, Daniel B Horton, Tracy Andrews, Patricia Greenberg, Jason Roy

EBioMedicine· August 2023

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Pneumonitis in advanced non-small cell lung cancer: no interaction between immune checkpoint inhibition and radiation therapy.
Shane S Neibart, Jyoti Malhotra, Jason A Roy, Brian L Strom, Salma K Jabbour

J Thorac Dis· May 2023

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Ten-Year Trends of Persistent Mortality With Gallstone Disease: A Retrospective Cohort Study in New Jersey.
Gregory L Peck, Yen-Hong Kuo, Edward Nonnenmacher, Vicente H Gracias, Shawna V Hudson, Jason A Roy

Gastro Hep Adv· April 2023

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