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A. Guo · SciRah

Researcher profile · Semantic Scholar

A. Guo

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A. Guo — researcher profile on SciRah

h-index: 13
Works: 28
Citations: 4,241

Most-cited papers

Gene Selection for Cancer Classification using Support Vector Machines
A. Guo
20143,881 citations
Semantic Scholar
Predicting mortality among patients with liver cirrhosis in electronic health records with machine learning
A. Guo, N. Mazumder, D. Ladner, R. Foraker
2021PLoS ONE55 citations Open access
Semantic Scholar
Heart Failure Diagnosis, Readmission, and Mortality Prediction Using Machine Learning and Artificial Intelligence Models
A. Guo, M. Pasque, Francis Loh, D. Mann +1 more
2020Current Epidemiology Reports53 citations Open access
Semantic Scholar
Predicting cardiovascular health trajectories in time-series electronic health records with LSTM models
A. Guo, Rahmatollah Beheshti, Y. Khan, J. Langabeer +1 more
2021BMC Medical Informatics and Decision Making40 citations Open access
Semantic Scholar
Electronic Health Record-Based Deep Learning Prediction of Death or Severe Decompensation in Heart Failure Patients.
M. McGilvray, J. Heaton, A. Guo, M. Masood +4 more
2022JACC. Heart failure39 citations Open access
Semantic Scholar
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
A. Guo, R. Foraker, Robert M. MacGregor, Faraz M. Masood +2 more
2020Frontiers in Digital Health35 citations Open access
Semantic Scholar
Salvianolic acid B protects against sepsis-induced liver injury via activation of SIRT1/PGC-1α signaling
Hong-Ling Su, Zhisheng Ma, A. Guo, Hong Wu +1 more
2020Experimental and Therapeutic Medicine24 citations Open access
Semantic Scholar
Using electronic health records and claims data to identify high-risk patients likely to benefit from palliative care.
A. Guo, R. Foraker, P. White, C. Chivers +2 more
2021American Journal of Managed Care21 citations
Semantic Scholar
The National COVID Cohort Collaborative: Analyses of Original and Computationally Derived Electronic Health Record Data
R. Foraker, A. Guo, Jason A. Thomas, N. Zamstein +2 more
2021Journal of Medical Internet Research19 citations Open access
Semantic Scholar
Application of a time-series deep learning model to predict cardiac dysrhythmias in electronic health records
A. Guo, Sakima A. Smith, Y. Khan, James R. Langabeer Ii +1 more
2021PLoS ONE17 citations Open access
Semantic Scholar
Development and Structure of an Accurate Machine Learning Algorithm to Predict Inpatient Mortality and Hospice Outcomes in the Coronavirus Disease 2019 Era
Stephen Chi, A. Guo, Kevin M. Heard, Seunghwan Kim +3 more
2022Medical Care15 citations Open access
Semantic Scholar
Coronary heart disease and mortality following a breast cancer diagnosis
A. Guo, Kathleen W. Zhang, K. Reynolds, R. Foraker
2020BMC Medical Informatics and Decision Making14 citations Open access
Semantic Scholar
Machine Learning Outcome Prediction in Dilated Cardiomyopathy Using Regional Left Ventricular Multiparametric Strain
Robert M. MacGregor, A. Guo, M. Masood, B. Cupps +3 more
2020Annals of Biomedical Engineering13 citations Open access
Semantic Scholar
Molecular-Guided Off-Label Targeted Therapy in a Large-Scale Precision Oncology Program
V. Vashistha, E. Katsoulakis, A. Guo, Meghan Price +2 more
2023JCO Precision Oncology9 citations Open access
Semantic Scholar
Real-world Experience With Neurotrophic Tyrosine Receptor Kinase Fusion–positive Tumors and Tropomyosin Receptor Kinase Inhibitors in Veterans
K. I. Zhou, V. Vashistha, A. Guo, S. Ahmed +1 more
2023JCO Precision Oncology5 citations
Semantic Scholar
Analysis of actionable genetic alterations in lung carcinoma from the VA National Precision Oncology Program.
S. Jalal, A. Guo, S. Ahmed, M. Kelley
2022Seminars in Oncology5 citations Open access
Semantic Scholar
Analyses of Original and Computationally-Derived Electronic Health Record Data: The National COVID Cohort Collaborative (Preprint)
Randi Foraker, A. Guo, Jason Thomas, N. Zamstein +2 more
20215 citations Open access
Semantic Scholar
Association of STS database variables with repair durability in ischemic mitral regurgitation using machine learning
Puja Kachroo, A. Guo, Robert M. MacGregor, B. Cupps +6 more
2021Journal of cardiac surgery4 citations Open access
Semantic Scholar
Time-series cardiovascular risk factors and receipt of screening for breast, cervical, and colon cancer: The Guideline Advantage
A. Guo, Bettina F. Drake, Y. Khan, James R. Langabeer Ii +1 more
2020PLoS ONE4 citations Open access
Semantic Scholar
One-step incomplete multi-view clustering based on joint consistent representation learning
Mei Chen, Jie Wang, A. Guo, Huan Wang +2 more
2026Neurocomputing3 citations
Semantic Scholar
Discovering disease–disease associations using electronic health records in The Guideline Advantage (TGA) dataset
A. Guo, Y. Khan, J. Langabeer, R. Foraker
2021Scientific Reports3 citations Open access
Semantic Scholar
Clinical markers of successful liquid biopsy-based genomic profiling in veterans with prostate cancer.
A. Guo, Sara Ahmed, K. Rowe, C. Pritchard +3 more
2022Journal of Clinical Oncology1 citations
Semantic Scholar
[Retracted] Salvianolic acid B protects against sepsis-induced liver injury via activation of SIRT1/PGC-1α signaling
Hong-Ling Su, Zhi-Sheng Ma, A. Guo, Hong Wu +1 more
2025Experimental and Therapeutic Medicine0 citations
Semantic Scholar
Clinical factors associated with successful liquid tumor biopsy in men with prostate cancer.
A. Guo, L. Valle, S. Ahmed, K. Rowe +7 more
2023Journal of Clinical Oncology0 citations Open access
Semantic Scholar
Developing a machine learning model using isolated Society of Thoracic Surgeons database variables to predict the presence of clinically-significant ischemic mitral regurgitation
Robert M. MacGregor, Puja Kachroo, A. Guo, Linda J. Schulte +12 more
2021Journal of Medical Artificial Intelligence0 citations Open access
Semantic Scholar
Women and ethnoracial minorities with poor cardiovascular health measures associated with a higher risk of developing mood disorder
A. Guo, K. Stephens, Y. Khan, J. Langabeer +1 more
2021BMC Medical Informatics and Decision Making0 citations Open access
Semantic Scholar
Recipients of Public Insurance Have Increased Mortality Post-LVAD.
M. Derbala, A. Guo, J. Ferrall, P. Dib +2 more
2020The Journal of Heart and Lung Transplantation0 citations
Semantic Scholar
Abstract P369: Coronary Heart Disease and Mortality Following a Breast Cancer Diagnosis
A. Guo, Kathleen W. Zhang, R. Foraker
2019Circulation0 citations
Semantic Scholar

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