Mentor: Carla Mazefsky, PhD
Dr. Eldeeb graduated in 2022 with her PhD in Electrical and Computer Engineering from the University of Pittsburgh. Her primary field of research interest resides between Artificial Intelligence (AI) and biomedical sciences. Within AI, she is interested in problems related to probabilistic modeling, machine and deep learning, and their interdisciplinary applications to biomedical sciences. Her research work focus on developing machine learning techniques to investigate the common factors between emotion dysregulation and aggressive behavior. Also, explore how machine learning algorithms could predict biomarkers related to aggressive behavior in youth with Autism Spectrum Disorder using physiological data collected through imaging modalities and wearable biosensors.