Aaron Masino, PhD

Aaron Masino, PhD
Assistant Professor, Anesthesiology & Critical Care Medicine
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Aaron joined the Department of Biomedical and Health Informatics (DBHi) at The Children's Hospital of Philadelphia in 2011. His research interests include: precision medicine applications that incorporate patient specific, data driven mathematical models to provide clinical decision support; real-time population health applications that continuously integrate and analyze data to identify current population health trends; and fundamental data science methods in unsupervised learning over unstructured data, extensions of deep-learning methods, and development of uncertainty measures for non-linear models. His most recent research includes machine learning model development for sepsis prediction, natural language processing applications for information extraction from clinical text, and deep learning methods to detect adverse drug events described in social media. Previously, Aaron served as a senior scientist at MZA Associates Corporation where he developed advanced optics control algorithms. He received his PhD in applied mathematics from the University of Central Florida. He also holds a master's in aerospace engineering from the University of Colorado and a bachelor's in mathematics from Rutgers University.