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Bio
Diego Martinez is an Assistant Professor of Industrial Engineering at Pontificia Universidad Católica de Valparaíso. He is also an Associate Editor of IISE Transactions on Healthcare Systems Engineering. Prior joining PUCV, he was an Assistant Professor of Emergency Medicine and Health Sciences Informatics at Johns Hopkins University. His research interests are in applications of machine learning and optimization, particularly to medicine and health policy, and to the challenges of human-centered artificial intelligence: How data- and model-driven decision support systems perform in clinical practice and how they should communicate with decision-makers. He has published over 50 papers in various disciplines, including engineering, medicine, and public health. Prof. Martinez received a BS in industrial engineering from the Universidad de La Frontera, and a MSc and PhD in industrial engineering from the University of South Florida. He completed postdoctoral training at the Johns Hopkins Center for Systems Engineering in Health. In 2017, Prof. Martínez joined the Johns Hopkins faculty with the School of Medicine and the Whiting School of Engineering. In 2021, he returns to Chile as an as a professor at PUCV Engineering and an external professor at Johns Hopkins Medicine. Prof. Martinez is actively working on projects with the National Institutes of Health (NIH), the Agency for Healthcare Research and Quality (AHRQ), the Centers for Disease Control and Prevention (CDC), and the Johns Hopkins Health System (JHHS). He is a member of the Institute for Operations Research and the Management Sciences (INFORMS). He lectures and teaches clinical machine learning at PUCV Engineering and Johns Hopkins Medicine. Bio (Spanish version) Diego A. Martínez, ingeniero industrial UFRO, obtuvo una maestría y un doctorado en ingeniería industrial en la University of South Florida, y realizó estudios de post-doctorado en informática médica en Johns Hopkins University. Actualmente es académico de Ingeniería Industrial en la Pontificia Universidad Católica de Valparaíso, Chile. Trabajó como académico en las escuela de medicina y la escuela de ingeniería de Johns Hopkins University. Formó parte del Centro de Data Science en Medicina de Urgencia y del Centro Malone de Ingeniería en Salud, donde actualmente es un Visiting Scholar. Ha recibido premios de la Society for Healthcare Epidemiology of America (SHEA), el Institute for Operations Research and the Management Sciences (INFORMS) e Impact Awards de empresas privadas. Su investigación está enfocada en la intersección de data science y medicina de urgencias. Usa diversos métodos matemáticos y estadísticos para cuantificar riesgo y desarrolla software de apoyo a la toma de decisiones clínicas que implementa y evalúa en condiciones de operación real – el hospital. Diego esta activamente trabajando (director e investigador) en proyectos con el National Institutes of Health (NIH), la Agency for Healthcare Research and Quality (AHRQ), el Centers for Disease Control and Prevention (CDC), la red hospitalaria de Johns Hopkins Medicine en Washington, DC-Baltimore y la red hospitalaria UC Christus en Santiago, Chile. El profesor Martínez es miembro del Institute for Operations Research and the Management Sciences (INFORMS) y enseña machine learning (EII 7446-01) y probabilidades (EII 301) en pregrado de PUCV e informática biomédica (ME 250.860.0) en postgrado de Johns Hopkins University. Personal
Diego Martinez lives in Concón, Chile, with his wife, Diana Prieto, and his children Javier and Juliana. Diana is an engineering professor at PUCV and leads a group working in operations management in public health. Education & Training
Employment History
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