Subhi J. Al'Aref

High Impact

Researcher

University of Arkansas for Medical Sciences

faculty

34 h-index 180 pubs 4,509 cited

Research Areas

Artificial Intelligence Cardiovascular Function and Risk Factors Heart Failure Treatment and Management Medical Imaging Techniques and Applications Meta-analysis and systematic reviews Pharmacological Effects and Toxicity Studies Mobile Health and mHealth Applications Advanced Neural Network Applications

Links

ORCID Google Scholar Lab Website

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OverviewAI-generated summary

Subhi J. Al'Aref's research focuses on the application of artificial intelligence and advanced technologies in cardiovascular disease and heart failure management. His work investigates the efficacy of artificial intelligence, wearables, and remote monitoring for patients with heart failure, exploring current and future applications in this domain. Al'Aref also examines the role of sodium-glucose cotransporter 2 (SGLT2) inhibitors in treating heart failure, with and without type 2 diabetes, including their impact on cardiac remodeling. His research also delves into the use of coronary computed tomographic angiography for assessing atherosclerosis progression and predicting major adverse cardiovascular events.

Furthermore, Al'Aref's work addresses the challenges of mining heterogeneous medical data using distributed synthetic learning. He has also contributed to understanding the potential of multimodal AI models, such as GPT-4 vision, in medical applications, critically assessing their accuracy and limitations. His scholarship metrics include an h-index of 34, 180 total publications, and 4,509 total citations, designating him as a highly cited researcher. He collaborates with several researchers at the University of Arkansas for Medical Sciences, including Nitesh Gautam, Buthainah Alhwarat, and Abdallah Malkawi.

Metrics

h-index: 34
Publications: 180
Citations: 4,509

Selected Publications

Drug-coated balloon angioplasty with a focus on solid organ transplantation: a promising paradigm shift in cardiovascular interventions (2026) DOI
TCT-200 Association between the Occurrence of Coronary In-Stent Restenosis in Post-Renal Transplant Recipients and Adverse Cardiovascular Events (2025) DOI
TCT-415 Cardiovascular Outcomes in Individuals Undergoing Percutaneous Coronary Intervention with or without a Preceding Coronary CT Angiogram: A Comparison Using Real World Data (2025) DOI
TCT-262 Five-Year Mortality Comparison of Left Ventricular Unloading Devices for Individuals with Cardiogenic Shock on VA-ECMO (2025) DOI
Contemporary Practices for Management of Subclinical Atrial Fibrillation (2025) DOI
Pericoronary Adipose Tissue Attenuation in Patients with Future Acute Coronary Syndromes: The ICONIC Study (2025) DOI
Racial and Ethnic Differences in the Association Between Statin Use and the Risk of Ocular Hypertension and Open-Angle Glaucoma (2025) DOI
No-Show Rates in a Cardiology Clinic During the COVID-19 Pandemic: A Retrospective Analysis From a Safety-Net Hospital (2025) DOI
Rapid Formation and Testing of Self-expanding NiTi Frames with a Small Form Factor Suitable for Minimally Invasive Implants (2025) DOI
Applications of ChatGPT in Heart Failure Prevention, Diagnosis, Management, and Research: A Narrative Review (2024) DOI
Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine (2024) DOI
COVID-19 in the Initiation and Progression of Atherosclerosis (2024) DOI
Hidden flaws behind expert-level accuracy of multimodal GPT-4 vision in medicine (2024) DOI
Renal Biomarkers in Heart Failure (2024) DOI
Machine Learning in Cardiovascular Risk Prediction and Precision Preventive Approaches (2023) DOI