Stuart J. Nelson - Publications, H-index & Citations

Stuart J. Nelson

George Washington University

23H指数

144论文数

1.0W被引数

收录论文 19

发表时间

Machine-Learned Codes from EHR Data Predict Hard Outcomes Better than Human-Assigned ICD Codes 基于电子健康记录数据学习的机器代码比人工分配的ICD代码更能预测硬性结局

machine learning and knowledge extraction

IF0

2025-07-26

OAAI

Ying Yin; Yijun Shao; Phillip Ma; Qing Zeng-Treitler; Stuart J. Nelson

Hybrid Value-Aware Transformer Architecture for Joint Learning from Longitudinal and Non-Longitudinal Clinical Data 用于从纵向和非纵向临床数据中联合学习的混合价值感知变压器架构

JOURNAL OF PERSONALIZED MEDICINE

IF3

2023-06-29

OAAI

Shao, Yijun; Cheng, Yan; Nelson, Stuart J.; Kokkinos, Peter; Zamrini, Edward Y.; Ahmed, Ali; Zeng-Treitler, Qing

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

AMERICAN JOURNAL OF OBSTETRICS & GYNECOLOGY MFM

IF3.1

2022-05-01

OAAI

Litman, Ethan A.; Yin, Ying; Nelson, Stuart J.; Capbarat, Emily; Kerchner, Daniel; Ahmadzia, Homa K.

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

JOURNAL OF THROMBOSIS AND HAEMOSTASIS

IF5

2021-11-01

OAAI

Chow, Jonathan H.; Yin, Ying; Yamane, David P.; Davison, Danielle; Keneally, Ryan J.; Hawkins, Katrina; Parr, K. Gage; Al-Mashat, Mustafa; Berger, Jeffery S.; Bushardt, Reamer L.; Mazzeffi, Michael A.; Nelson, Stuart J.

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

JMIR MENTAL HEALTH

IF5.8

2021-04-21

OAAI

Nestsiarovich, Anastasiya; Kumar, Praveen; Lauve, Nicolas Raymond; Hurwitz, Nathaniel G.; Mazurie, Aurelien J.; Cannon, Daniel C.; Zhu, Yiliang; Nelson, Stuart James; Crisanti, Annette S.; Kerner, Berit; Tohen, Mauricio; Perkins, Douglas J.; Lambert, Christophe Gerard

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

INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS

IF4.1

2021-03-01

OAAI

Miran, Seyed M.; Nelson, Stuart J.; Redd, Doug; Zeng-Treitler, Qing

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

JOURNAL OF HEALTHCARE INFORMATICS RESEARCH

IF3.7

2021-02-27

OAAI

Shao, Yijun; Ahmed, Ali; Liappis, Angelike P.; Faselis, Charles; Nelson, Stuart J.; Zeng-Treitler, Qing

Diabetes mellitus risk for 102 drugs and drug combinations used in patients with bipolar disorder 双相情感障碍患者使用102药物和药物组合的糖尿病风险

PSYCHONEUROENDOCRINOLOGY

IF3.6

2020-02-01

OAAI

Nestsiarovich, Anastasiya; Kerner, Bent; Mazurie, Aurelien J.; Cannon, Daniel C.; Hurwitz, Nathaniel G.; Zhu, Yiliang; Nelson, Stuart J.; Oprea, Tudor I.; Crisanti, Annette S.; Tohen, Mauricio; Perkins, Douglas J.; Lambert, Christophe G.

LocalControl: An R Package for Comparative Safety and Effectiveness Research

JOURNAL OF STATISTICAL SOFTWARE

IF8.1

2020-01-01

OAAI

Lauve, Nicolas R.; Nelson, Stuart J.; Young, S. Stanley; Obenchain, Robert L.; Lambert, Christophe G.

Will Artificial Intelligence Translate Big Data Into Improved Medical Care or Be a Source of Confusing Intrusion? A Discussion Between a Physician Informatician and a Medical Informatics Researcher 人工智能会将大数据转化为更好的医疗保健，还是会成为令人困惑的入侵源？医师信息学家和医学信息学研究者之间的讨论

JOURNAL OF MEDICAL INTERNET RESEARCH

IF6

2019-11-27

OAAI

Zeng-Treitler, Qing; Nelson, Stuart J.

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

JOURNAL OF AFFECTIVE DISORDERS

IF4.9

2019-06-01

OAAI

Nestsiarovich, Anastasiya; Kerner, Berit; Mazurie, Aurelien J.; Cannon, Daniel C.; Hurwitz, Nathaniel G.; Zhu, Yiliang; Nelson, Stuart J.; Oprea, Tudor, I; Unruh, Mark L.; Crisanti, Annette S.; Tohen, Mauricio; Perkins, Douglas J.; Lamberet, Christophe G.

Comprehensive comparison of monotherapies for psychiatric hospitalization risk in bipolar disorders

BIPOLAR DISORDERS

IF4.5

2018-06-19

OAAI

Nestsiarovich, Anastasiya; Mazurie, Aurelien J.; Hurwitz, Nathaniel G.; Kerner, Berit; Nelson, Stuart J.; Crisanti, Annette S.; Tohen, Mauricio; Krall, Ronald L.; Perkins, Douglas J.; Lambert, Christophe G.

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

BIPOLAR DISORDERS

IF4.5

2017-09-13

OAAI

Nestsiarovich, Anastasiya; Hurwitz, Nathaniel G.; Nelson, Stuart J.; Crisanti, Annette S.; Kerner, Berit; Kuntz, Matt J.; Smith, Alicia N.; Volesky, Emma; Schroeter, Quentin L.; DeShaw, Jason L.; Young, S. Stanley; Obenchain, Robert L.; Krall, Ronald L.; Jordan, Kimmie; Fawcett, Jan; Tohen, Mauricio; Perkins, Douglas J.; Lambert, Christophe G.

DrugCentral: online drug compendium 药物中心: 在线药物概要

NUCLEIC ACIDS RESEARCH

IF13.1

2016-10-26

194

OAAI

Ursu, Oleg; Holmes, Jayme; Knockel, Jeffrey; Bologa, Cristian G.; Yang, Jeremy J.; Mathias, Stephen L.; Nelson, Stuart J.; Oprea, Tudor I.

The Impact of Team-Based Learning on Medical Students' Academic Performance

ACADEMIC MEDICINE

IF5.2

2010-11-01

306