Ryan J Urbanowicz
University of Pennsylvania
H-index: 24
North America-United States
Top articles of Ryan J Urbanowicz
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Synthetic External Controls in Pulmonary Arterial Hypertension (PAH) Using Individual Participant Clinical Trial Data | J Hsieh R McClelland H-M Pan J Minhas D Appleby | 2024/5 | |
Evolutionary Feature-Binning with Adaptive Burden Thresholding for Biomedical Risk Stratification | Harsh Bandhey Sphia Sadek Malek Kamoun Ryan Urbanowicz | 2024/3/3 | |
A Practical Approach for Targeting Structural Variants Genome-wide in Plasma Cell-free DNA | Hisashi Tanaka Michael Murata Fumie Igari Ryan Urbanowicz Lila Mouakkad | 2024/1/5 | |
Health activism, vaccine, and mpox discourse: BERTopic based mixed-method analyses of tweets from sexual minority men and gender diverse (SMMGD) individuals in the US | medRxiv | Yunwen Wang Karen O'Connor Ivan Flores Carl T Berdahl Ryan J Urbanowicz | 2024 |
Relation Detection to Identify Stroke Assertions from Clinical Notes Using Natural Language Processing | Studies in Health Technology and Informatics | Audrey Yang Sam Kamien Anahita Davoudi Sy Hwang Meet Gandhi | 2024/1/1 |
ChatGPT and large language models in academia: opportunities and challenges | Jesse G Meyer Ryan J Urbanowicz Patrick CN Martin Karen O’Connor Ruowang Li | 2023/7/13 | |
STREAMLINE: An Automated Machine Learning Pipeline for Biomedicine Applied to Examine the Utility of Photography-Based Phenotypes for OSA Prediction Across International Sleep … | arXiv preprint arXiv:2312.05461 | Ryan J Urbanowicz Harsh Bandhey Brendan T Keenan Greg Maislin Sy Hwang | 2023/12/9 |
STREAMLINE: a simple, transparent, end-to-end automated machine learning pipeline facilitating data analysis and algorithm comparison | Ryan Urbanowicz Robert Zhang Yuhan Cui Pranshu Suri | 2023/3/12 | |
Heterogeneity of treatment effects by risk in pulmonary arterial hypertension | European Respiratory Journal | Hao-Min Pan Robyn L McClelland Jude Moutchia Dina H Appleby Jason S Fritz | 2023/7/1 |
Is low-risk status a surrogate outcome in pulmonary arterial hypertension? An analysis of three randomised trials | The Lancet Respiratory Medicine | Bryan S Blette Jude Moutchia Nadine Al-Naamani Corey E Ventetuolo Chao Cheng | 2023/10/1 |
Toward Predicting 30-Day Readmission Among Oncology Patients: Identifying Timely and Actionable Risk Factors | JCO clinical cancer informatics | Sy Hwang Ryan Urbanowicz Selah Lynch Tawnya Vernon Kellie Bresz | 2023/2 |
HLA amino acid Mismatch-Based risk stratification of kidney allograft failure using a novel Machine learning algorithm | Journal of Biomedical Informatics | Satvik Dasariraju Loren Gragert Grace L Wager Keith McCullough Nicholas K Brown | 2023/6/1 |
A Data-Driven Analysis of Ward Capacity Strain Metrics That Predict Clinical Outcomes Among Survivors of Acute Respiratory Failure | Journal of Medical Systems | Rachel Kohn Michael O Harhay Gary E Weissman Ryan Urbanowicz Wei Wang | 2023/8/5 |
Comparing amyloid imaging normalization strategies for Alzheimer’s disease classification using an automated machine learning pipeline | AMIA Summits on Translational Science Proceedings | Boning Tong Shannon L Risacher Jingxuan Bao Yanbo Feng Xinkai Wang | 2023 |
Multivariable Risk Scores as Surrogate Outcomes in Randomized Trials in Pulmonary Arterial Hypertension | MO Harhay N Al-Naamani CE Ventetuolo D Appleby R Urbanowicz | 2023/5 | |
Scikit-FIBERS: An'OR'-Rule Discovery Evolutionary Algorithm for Risk Stratification in Right-Censored Survival Analyses | Ryan Urbanowicz Harsh Bandhey Malek Kamoun Nolan Fogarty Yi-An Hsieh | 2023/7/15 | |
Exploring automated machine learning for cognitive outcome prediction from multimodal brain imaging using streamline | AMIA Summits on Translational Science Proceedings | Xinkai Wang Yanbo Feng Boning Tong Jingxuan Bao Marylyn D Ritchie | 2023 |
Heterogeneity of Treatment Effects by Predicted Risk in Pulmonary Arterial Hypertension: An Individual Participant Data Meta-analysis | H-M Pan R McClelland J Moutchia D Appleby JS Fritz | 2023/5 | |
Modern Applications of Evolutionary Rule-based Machine Learning | Abubakar Siddique Will Browne Ryan Urbanowicz | 2023/7/15 | |
Baseline sex differences in pulmonary arterial hypertension randomized clinical trials | Annals of the American Thoracic Society | Corey E Ventetuolo Jude Moutchia Grayson L Baird Dina H Appleby Robyn L McClelland | 2023/1 |
Co-Authors
