Regular biography
Ahmed Alaa is a Below The Line Assistant Professor in the Department of Computer Science at the University of California, Berkeley. His research interests are not explicitly detailed in the provided information. Alaa's academic profile includes a PhD in EECS from UCLA, awarded in 2020. His contact information is amalaa@berkeley.edu, and his personal homepage can be accessed at https://www2.eecs.berkeley.edu/Faculty/Homepages/amalaa.html.
Scholar-generated biography
Ahmed M. Alaa is an Assistant Professor at UC Berkeley and UCSF, specializing in Artificial Intelligence, Machine Learning, Statistics, and Healthcare. His research focuses on developing advanced machine learning methods to address complex challenges in healthcare, including cardiovascular disease risk prediction, individualized treatment effects, and causal inference. Alaa's work emphasizes the application of Bayesian inference, generative models, and time-series analysis to improve clinical decision-making and patient outcomes. His publications explore topics such as synthetic data evaluation, counterfactual treatment outcomes, and automated clinical prognostic modeling. Alaa's research bridges theoretical advancements in AI with practical applications in healthcare systems.