VA
Vida Abedi
Penn State College of Medicine, Virginia Polytechnic Institute and State University College of Engineering, Geisinger Health System
Research areas: Medicine · Neurology · Acute Ischemic Stroke Management · Artificial Intelligence in Healthcare · Machine Learning in Healthcare
0000-0001-7689-933X
Employment
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Penn State College of Medicine Associate Professor2021 - Present
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Virginia Polytechnic Institute and State University College of Engineering Adjunct Professor2016 - Present
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Geisinger Health System Research Scientist II (Associate Professor)2016 - 2021
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Virginia Polytechnic Institute and State University Assistant Professor2014 - 2016
Education
Education history is unavailable.
Projects & Funding
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Machine Learning Prediction of 1-Year Mortality and Recurrence after Ischemic Stroke Using Enriched EHR data Penn State College of Medicine2023 - Present
Publications (150)
- AI-Enabled Digital Twins in Healthcare: Epistemic Foundations, Principles, Progress, and Future Directions Save
- Effectiveness of Physical Activity Interventions Using Wearables and Smartphone Applications for Individuals With Cardiovascular Diseases and Stroke: A Systematic Review and Meta‐Analysis Save
- Evaluating and Mitigating Carbon Dioxide Equivalent Emissions in Stroke Management: A Modeling Study Save
- Machine learning models for predicting new-onset diabetes following acute pancreatitis using real-world data Save
- A Heterogeneous Graph Neural Network Framework for Multi-Horizon Stroke Mortality Prediction Save
- Translating AI to the Bedside with Physician Buy-In: Recommendations from a Meta-Analysis and Systematic Review of the Literature Save
- Effectiveness of Physical Activity Interventions Utilizing Wearables and Smartphone Applications for Individuals with Cardiovascular Diseases and Stroke: A Systematic Review and Meta-analysis Save
- Area‐Level Income Disparities and the Timing of First Ischemic Stroke: Insights From the 2019 National Inpatient Sample Save
- Risk of Ischemic Stroke After Transient Ischemic Attack in Patients Receiving Comprehensive Versus Noncomprehensive Diagnostic Workup: A Systematic Review and Meta‐Analysis Save
- Factors associated with post-stroke readmission: a systematic review and meta analysis. Save
- Integration of EHR and ECG Data for Predicting Paroxysmal Atrial Fibrillation in Stroke Patients Save
- Association Between Physical Activity Dose and Mental Health Among Stroke Survivors Save
- Large-Language-Model Mortality Risk Stratification in the Intensive Care Unit: A Benchmark Against APACHE II Save
- Flexible imputation toolkit for electronic health records Save
- Adherence to Physical Activity Recommendations Among Stroke Survivors in the United States Save
- The Health-Related Quality of Life Among Stroke Survivors With Post-COVID Conditions Living in the United States Save
- Care settings of transient ischemic attack in the United States: A cohort study from the TriNetX health research network Save
- Prevalence and Determinant of Long-term Post-COVID Conditions Among Stroke Survivors in the United States Save
- Self-Management among Stroke Survivors in the United States, 2016 to 2021 Save
- Enhancing Sepsis prognosis: Integrating social determinants and demographic variables into a comprehensive model for critically ill patients. Save