Concepedia

Aixia Guo

AG

Statistics

Publications

13

Citations

334

H-Index

11

Active since

2011

Affiliations

Washington University in St. Louis(Current)

Barnes-Jewish Hospital

The University of Texas Health Science Center at Houston

American Heart Association

Aixia Guo is an author at Washington University in St. Louis specializing in engineering, heart failure, and cardiology.

ORCID

Top concepts

Publications per year

2011–2024

13

Publications

13

Heart Failure Diagnosis, Readmission, and Mortality Prediction Using Machine Learning and Artificial Intelligence Models

Aixia Guo, Michael K. Pasque, Francis Loh et al. · Current Epidemiology Reports · 2020 · 64 citations · Full text

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Predicting mortality among patients with liver cirrhosis in electronic health records with machine learning

Aixia Guo, Nikhilesh R. Mazumder, Daniela P. Ladner et al. · PLoS ONE · 2021 · 50 citations · Full text

The Use of Synthetic Electronic Health Record Data and Deep Learning to Improve Timing of High-Risk Heart Failure Surgical Intervention by Predicting Proximity to Catastrophic Decompensation

Aixia Guo, Randi E. Foraker, Robert M. MacGregor et al. · Frontiers in Digital Health · 2020 · 36 citations · Full text

Predicting cardiovascular health trajectories in time-series electronic health records with LSTM models

Aixia Guo, Rahmatollah Beheshti, Yosef Khan et al. · BMC Medical Informatics and Decision Making · 2021 · 36 citations · Full text

Electronic Health Record-Based Deep Learning Prediction of Death or Severe Decompensation in Heart Failure Patients

Martha M.O. McGilvray, Jeff Heaton, Aixia Guo et al. · JACC Heart Failure · 2022 · 27 citations

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