Publications by authors named "Ryan Urbanowicz"

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Ensuring Fairness in Detecting Mild Cognitive Impairment with MRI.
Boning Tong, Travyse Edwards, Shu Yang, Bojian Hou, Davoud Ataee Tarzanagh, Ryan J Urbanowicz

AMIA Annu Symp Proc· May 2025

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Social risk factors and cardiovascular risk in obstructive sleep apnea: a systematic assessment of clinical predictors in community health centers.
Diego R Mazzotti, Ryan Urbanowicz, Marta Jankowska

Pac Symp Biocomput· December 2024

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Assessing the limitations of relief-based algorithms in detecting higher-order interactions.
Philip J Freda, Suyu Ye, Robert Zhang, Jason H Moore, Ryan J Urbanowicz

BioData Min· October 2024

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Assessing the Limitations of Relief-Based Algorithms in Detecting Higher-Order Interactions.
Philip J Freda, Suyu Ye, Robert Zhang, Jason H Moore, Ryan J Urbanowicz

Res Sq· September 2024

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Mpox Discourse on Twitter by Sexual Minority Men and Gender-Diverse Individuals: Infodemiological Study Using BERTopic.
Yunwen Wang, Karen O'Connor, Ivan Flores, Carl T Berdahl, Ryan J Urbanowicz

JMIR Public Health Surveill· August 2024

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Advancing LGBTQ+ inclusion in STEM education and AI research.
Emily Wong, Ryan J Urbanowicz, Tiffani J Bright, Nicholas P Tatonetti, Yi-Wen Hsiao

Patterns (N Y)· June 2024

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Health activism, vaccine, and mpox discourse: BERTopic based mixed-method analyses of tweets from sexual minority men and gender diverse (SMMGD) individuals in the U.S.
Yunwen Wang, Karen O'Connor, Ivan Flores, Carl T Berdahl, Ryan J Urbanowicz

medRxiv· March 2024

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A Practical Approach for Targeting Structural Variants Genome-wide in Plasma Cell-free DNA.
Michael M Murata, Fumie Igari, Ryan Urbanowicz, Lila Mouakkad, Sungjin Kim

bioRxiv· January 2024

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A Practical Approach for Targeting Structural Variants Genome-wide in Plasma Cell-free DNA.
Hisashi Tanaka, Michael Murata, Fumie Igari, Ryan Urbanowicz, Lila Mouakkad

Res Sq· January 2024

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Relation Detection to Identify Stroke Assertions from Clinical Notes Using Natural Language Processing.
Audrey Yang, Sam Kamien, Anahita Davoudi, Sy Hwang, Meet Gandhi, Ryan Urbanowicz

Stud Health Technol Inform· January 2024

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Is low-risk status a surrogate outcome in pulmonary arterial hypertension? An analysis of three randomised trials.
Bryan S Blette, Jude Moutchia, Nadine Al-Naamani, Corey E Ventetuolo, Chao Cheng, Ryan J Urbanowicz

Lancet Respir Med· October 2023

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A Data-Driven Analysis of Ward Capacity Strain Metrics That Predict Clinical Outcomes Among Survivors of Acute Respiratory Failure.
Rachel Kohn, Michael O Harhay, Gary E Weissman, Ryan Urbanowicz, Wei Wang

J Med Syst· August 2023

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Heterogeneity of treatment effects by risk in pulmonary arterial hypertension.
Hao-Min Pan, Robyn L McClelland, Jude Moutchia, Dina H Appleby, Jason S Fritz, Ryan J Urbanowicz

Eur Respir J· July 2023

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ChatGPT and large language models in academia: opportunities and challenges.
Jesse G Meyer, Ryan J Urbanowicz, Patrick C N Martin, Karen O'Connor, Ruowang Li

BioData Min· July 2023

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HLA amino acid Mismatch-Based risk stratification of kidney allograft failure using a novel Machine learning algorithm.
Satvik Dasariraju, Loren Gragert, Grace L Wager, Keith McCullough, Nicholas K Brown, Ryan J Urbanowicz

J Biomed Inform· June 2023

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Comparing Amyloid Imaging Normalization Strategies for Alzheimer's Disease Classification using an Automated Machine Learning Pipeline.
Boning Tong, Shannon L Risacher, Jingxuan Bao, Yanbo Feng, Xinkai Wang, Ryan Urbanowicz

AMIA Jt Summits Transl Sci Proc· June 2023

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Exploring Automated Machine Learning for Cognitive Outcome Prediction from Multimodal Brain Imaging using STREAMLINE.
Xinkai Wang, Yanbo Feng, Boning Tong, Jingxuan Bao, Marylyn D Ritchie, Ryan Urbanowicz

AMIA Jt Summits Transl Sci Proc· June 2023

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Identifying Barriers to Post-Acute Care Referral and Characterizing Negative Patient Preferences Among Hospitalized Older Adults Using Natural Language Processing.
Erin E Kennedy, Anahita Davoudi, Sy Hwang, Philip J Freda, Ryan Urbanowicz

AMIA Annu Symp Proc· May 2023

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Toward Predicting 30-Day Readmission Among Oncology Patients: Identifying Timely and Actionable Risk Factors.
Sy Hwang, Ryan Urbanowicz, Selah Lynch, Tawnya Vernon, Kellie Bresz

JCO Clin Cancer Inform· February 2023

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Baseline Sex Differences in Pulmonary Arterial Hypertension Randomized Clinical Trials.
Corey E Ventetuolo, Jude Moutchia, Grayson L Baird, Dina H Appleby, Robyn L McClelland, Ryan J Urbanowicz

Ann Am Thorac Soc· January 2023

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Genetic heterogeneity: Challenges, impacts, and methods through an associative lens.
Alexa A Woodward, Ryan J Urbanowicz, Adam C Naj, Jason H Moore

Genet Epidemiol· December 2022

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BMI and Treatment Response in Patients With Pulmonary Arterial Hypertension: A Meta-analysis.
Breanne E McCarthy, Robyn L McClelland, Dina H Appleby, Jude S Moutchia, Jasleen K Minhas, Ryan J Urbanowicz

Chest· August 2022

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Secular and Regional Trends among Pulmonary Arterial Hypertension Clinical Trial Participants.
Jeff Min, Dina H Appleby, Robyn L McClelland, Jasleen Minhas, John H Holmes, Ryan J Urbanowicz

Ann Am Thorac Soc· June 2022

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A Semi-Automated Term Harmonization Pipeline Applied to Pulmonary Arterial Hypertension Clinical Trials.
Ryan J Urbanowicz, John H Holmes, Dina Appleby, Vanamala Narasimhan, Stephen Durborow

Methods Inf Med· May 2022

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Gene-Interaction-Sensitive enrichment analysis in congenital heart disease.
Alexa A Woodward, Deanne M Taylor, Elizabeth Goldmuntz, Laura E Mitchell, A J Agopian, Ryan J Urbanowicz

BioData Min· February 2022

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