Publications by authors named "Stuart Nelson"

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Flashes of Light: From the Lab and Dermatopathology, to the World With Marty Mihm.
R Rox Anderson, J Stuart Nelson, Thanh Nga Tran, Wenbin Tan

J Cutan Pathol· January 2026

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Single-vessel transcriptome map pathological landscapes and reveal NR2F2-mediated smooth muscle cell phenotype acquisition in capillary malformations.
Vi Nguyen, Irving Mao, Siwuxie He, Isabella Castellanos, Mackenzie Azuero, J Stuart Nelson

bioRxiv· September 2025

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Vascular Organoids Derived from Capillary malformation-induced Pluripotent Stem Cells Exhibit Disease-Relevant Phenotypes.
Vi Nguyen, Anna Harper, Mackenzie Azuero, Isabella Castellanos, Siwuxie He, J Stuart Nelson

Stem Cell Rev Rep· September 2025

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Machine-Learned Codes from EHR Data Predict Hard Outcomes Better than Human-Assigned ICD Codes.
Ying Yin, Yijun Shao, Phillip Ma, Qing Zeng-Treitler, Stuart J Nelson

Mach Learn Knowl Extr· June 2025

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Are ICD codes reliable for observational studies? Assessing coding consistency for data quality.
Stuart J Nelson, Ying Yin, Eduardo A Trujillo Rivera, Yijun Shao, Phillip Ma

Digit Health· October 2024

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Heart Failure Among Asian American Subpopulations.
Yan Cheng, Adrienne N Poon, Youxuan Ling, Wen-Chih Wu, Ali Ahmed, Stuart J Nelson

JAMA Netw Open· September 2024

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A Novel Explainable AI Method to Assess Associations between Temporal Patterns in Patient Trajectories and Adverse Outcome Risks: Analyzing Fitness as a Risk Factor of ADRD.
Yijun Shao, Edward Y Zamrini, Ali Ahmed, Yan Cheng, Stuart J Nelson

medRxiv· May 2024

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Endothelial cells differentiated from patient dermal fibroblast-derived induced pluripotent stem cells resemble vascular malformations of port-wine birthmark.
Vi Nguyen, Chao Gao, Marcelo L Hochman, Jacob Kravitz, Elliott H Chen, J Stuart Nelson

Br J Dermatol· November 2023

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Supporting materials: Endothelial cells differentiated from patient dermal fibroblast-derived induced pluripotent stem cells resemble vascular malformations of Port Wine Birthmark.
Vi Nguyen, Chao Gao, Marcelo L Hochman, Jacob Kravitz, Elliott H Chen, J Stuart Nelson

bioRxiv· August 2023

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Perturbations of Glutathione and Sphingosine Metabolites in Port Wine Birthmark Patient-Derived Induced Pluripotent Stem Cells.
Vi Nguyen, Jacob Kravitz, Chao Gao, Marcelo L Hochman, Dehao Meng, J Stuart Nelson

Metabolites· August 2023

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Perturbations of glutathione and sphingosine metabolites in Port Wine Birthmark patient-derived induced pluripotent stem cells.
Vi Nguyen, Jacob Kravitz, Chao Gao, Marcelo L Hochman, Dehao Meng, J Stuart Nelson

bioRxiv· July 2023

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Hybrid Value-Aware Transformer Architecture for Joint Learning from Longitudinal and Non-Longitudinal Clinical Data.
Yijun Shao, Yan Cheng, Stuart J Nelson, Peter Kokkinos, Edward Y Zamrini

J Pers Med· June 2023

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Recent trends in tranexamic acid use during postpartum hemorrhage in the United States.
Ethan A Litman, Phillip Ma, Seyedeh A Miran, Stuart J Nelson, Homa K Ahmadzia

J Thromb Thrombolysis· May 2023

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Hybrid Value-Aware Transformer Architecture for Joint Learning from Longitudinal and Non-Longitudinal Clinical Data.
Yijun Shao, Yan Cheng, Stuart J Nelson, Peter Kokkinos, Edward Y Zamrini

medRxiv· March 2023

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Identification of colorectal cancer using structured and free text clinical data.
Douglas F Redd, Yijun Shao, Qing Zeng-Treitler, Laura J Myers, Barry C Barker, Stuart J Nelson

Health Informatics J· October 2022

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Adverse perinatal outcomes in a large United States birth cohort during the COVID-19 pandemic.
Ethan A Litman, Ying Yin, Stuart J Nelson, Emily Capbarat, Daniel Kerchner

Am J Obstet Gynecol MFM· May 2022

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The Sacred Sites of Houston: A Novel Experiential Course for Undergraduate Medical Education on Religion and Spirituality.
Nicholas King, Stuart Nelson, Samuel Joseph, Mahveesh Chowdhury, Benjamin Whitfield

J Relig Health· December 2021

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Clinical presentation and outcomes after endovascular management in a mixed pediatric and adult Klippel-Trenaunay syndrome population.
Kari J Nelson, Rebecca Bennett, Alexander Lam, Hanna Javan, Laura Findeiss, J Stuart Nelson

J Vasc Surg Venous Lymphat Disord· November 2021

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Association of prehospital antiplatelet therapy with survival in patients hospitalized with COVID-19: A propensity score-matched analysis.
Jonathan H Chow, Ying Yin, David P Yamane, Danielle Davison, Ryan J Keneally, Stuart J Nelson

J Thromb Haemost· November 2021

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A model-agnostic approach for understanding heart failure risk factors.
Seyed M Miran, Stuart J Nelson, Qing Zeng-Treitler

BMC Res Notes· May 2021

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A bottom-up approach to creating an ontology for medication indications.
Stuart J Nelson, Allen Flynn, Mark S Tuttle

J Am Med Inform Assoc· March 2021

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Understanding Demographic Risk Factors for Adverse Outcomes in COVID-19 Patients: Explanation of a Deep Learning Model.
Yijun Shao, Ali Ahmed, Angelike P Liappis, Charles Faselis, Stuart J Nelson

J Healthc Inform Res· February 2021

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