Hedyeh Mobahi, Phd

Hedyeh Mobahi is an assistant professor in the Department of Health Administration and Policy at George Mason University. She has research expertise that includes Machine Learning and Health Informatics in Clinical Decision Support and Knowledge Discovery in Medical Data, and Health Data Analytics. Hedyeh received her PhD in Health Services Research with concentration in Knowledge Mining and Health Informatics from George Mason University in 2024. 

Research Interests

• Machine Learning 

• Data Mining 

• Health Informatics 

Select Publications

• Durbha, S., Mobahi, H. and Wojtusiak, J., "Data Integration for Enhanced Movement Behavior Analysis," AMIA Annual Symposium Proceedings, 2024, San Francisco, CA, November 2024. 

• Min, H., Mobahi, H. and Wojtusiak, J., "Application of Synthetic Datasets across Courses in Health Informatics Education," International Conference on Healthcare Informatics (ICHI), Houston, Texas, 2023. 

• Wojtusiak, J., Bagchi, P., Durbha, S., Mobahi, H., Mogharab Nia, R. and Roess, A., "COVID-19 Symptom Monitoring and Social Distancing in a University Population," Journal of Health Informatics Research, 2021. 

• Wojtusiak, J., Min, H., Elashkar, E. and Mobahi, H., "Guiding Supervised Learning by Bio-Ontologies in Medical Data Analysis," Artificial Intelligence for Knowledge Management. AI4KM, 518, Springer, 2018. 

• Min, H., Mobahi, H., Irvin, K., Avramovic, S. and Wojtusiak, J., "Predicting activities of daily living for cancer patients using an ontology-guided machine learning methodology," Journal of Biomedical Semantics, 8(1), 39, 2017. 

• Min, H., Mobahi, H., Vukomanovic, S., Irvin, K., Krasniqi, I., Avramovic, S. and Wojtusiak, J., "Applying an Ontology-guided Machine Learning Methodology to SEER-MHOS Dataset,"  Orlando,FL, Bio-Ontologies SIG, 2016. 

Professional Affiliations/Memberships 

• Member, AMIA 

• Member, HIMSS 

Degrees

• PhD, Health Services Research, George Mason University, 2024 

• MS, Health Informatics, George Mason University, 2018