S. J. Nelson

发表

Systemic challenges in bipolar disorder management: A patient‐centered approach

Nathaniel G. Hurwitz, J. Fawcett, C. Lambert, 2017, Bipolar disorders.

LocalControl: An R Package for Comparative Safety and Effectiveness Research

C. Lambert, R. Obenchain, S. Young, 2020, J. Stat. Softw..

Diabetes mellitus risk for 102 drugs and drug combinations used in patients with bipolar disorder

Tudor I. Oprea, Daniel C. Cannon, Aurélien J. Mazurie, 2019, Psychoneuroendocrinology.

Using Machine Learning Imputed Outcomes to Assess Drug-Dependent Risk of Self-Harm in Patients with Bipolar Disorder: A Comparative Effectiveness Study

Daniel C. Cannon, Aurélien J. Mazurie, Nathaniel G. Hurwitz, 2021, JMIR Mental Health.

Comparison of 71 bipolar disorder pharmacotherapies for kidney disorder risk: The potential hazards of polypharmacy.

Tudor I. Oprea, Daniel C. Cannon, Aurélien J. Mazurie, 2019, Journal of affective disorders.

Using Machine Learning Imputed Outcomes to Assess Drug-Dependent Risk of Self-Harm in Patients with Bipolar Disorder: A Comparative Effectiveness Study (Preprint)

Daniel C. Cannon, Aurélien J. Mazurie, Nathaniel G. Hurwitz, 2020 .

Nonparametric Methods for Generating High Quality Comparative Effectiveness Evidence [R package LocalControl version 1.1.2.1]

Stuart J. Nelson, Robert L. Obenchain, S. Stanley Young, 2020 .

USE OF TWO TOPIC MODELING METHODS TO INVESTIGATE COVID VACCINE HESITANCY

Q. Zeng-Treitler, S. J. Nelson, P. Ma, 2021, Proceedings 14th International Conference on ICT, Society and Human Beings (ICT 2021), the 18th International Conference Web Based Communities and Social Media (WBC 2021).

Association of prehospital antiplatelet therapy with survival in patients hospitalized with COVID‐19: A propensity score‐matched analysis

Reamer L. Bushardt, M. Mazzeffi, S. J. Nelson, 2021, Journal of Thrombosis and Haemostasis.

Visit level machine learning imputation of uncoded self-harm in major mental illness and characterization of incidence of self-harm

B. Kerner, D. J. Perkins, A. Nestsiarovich, 2019 .

Healthy Lifestyle and Mood: A Biomedical Informatics Citizen Science Project in a High School Classroom.

Q. Zeng-Treitler, E. Trujillo-Rivera, Doug Redd, 2021, AMIA ... Annual Symposium proceedings. AMIA Symposium.

Identification of colorectal cancer using structured and free text clinical data

Douglas F. Redd, Q. Zeng-Treitler, T. Imperiale, 2022, Health Informatics J..

Imputation and characterization of uncoded self-harm in major mental illness using machine learning

Praveen Kumar, Christophe G Lambert, Anastasiya Nestsiarovich, 2019, J. Am. Medical Informatics Assoc..

A model-agnostic approach for understanding heart failure risk factors

Q. Zeng-Treitler, S. J. Nelson, S. Miran, 2021, BMC Research Notes.

Adverse perinatal outcomes in a large United States birth cohort during the COVID-19 pandemic

S. J. Nelson, H. Ahmadzia, Ying-xian Yin, 2022, American Journal of Obstetrics & Gynecology MFM.

Modeling the Impact of Social Determinants of Health on COVID Behaviors in Older Adults using the All of Us Dataset

Q. Zeng-Treitler, Y. Shao, S. J. Nelson, 2022, 2022 IEEE 10th International Conference on Healthcare Informatics (ICHI).

Comprehensive comparison of monotherapies for psychiatric hospitalization risk in bipolar disorders

Aurélien J. Mazurie, Nathaniel G. Hurwitz, B. Kerner, 2018, Bipolar disorders.

Understanding Demographic Risk Factors for Adverse Outcomes in COVID-19 Patients: Explanation of a Deep Learning Model

Q. Zeng-Treitler, A. Liappis, Y. Shao, 2021, Journal of Healthcare Informatics Research.

Using multivariate long short-term memory neural network to detect aberrant signals in health data for quality assurance

Qing Zeng-Treitler, Doug Redd, Seyed M. Miran, 2020, Int. J. Medical Informatics.