Directory Profile
.jpg?sfvrsn=cd9909bb_0 "Porras_Headshot")
Antonio Porras PhD
Assistant Professor
- Department of Biostatistics & Informatics
Email Address:antonio.porras@cuanschutz.edu
Dr. Antonio Porras is an Assistant Professor at the Department of Biostatistics and Informatics, where he teaches courses on machine learning and biomedical image analysis. He also directs the Medical Image Phenotyping lab and serves as Director of Research in the Department of Pediatric Plastic and Reconstructive Surgery at Children’s Hospital Colorado. His research interest is the development of computational and machine learning methods and tools to improve the understanding, diagnosis and treatment of pathology.
Dr. Porras holds two undergraduate degrees in Computer Science and Engineering, a MS degree in Biomedical Engineering and a PhD in Medical Image Computing. Before moving to Colorado, he worked for five years as a scientist at Children’s National Hospital in Washington, DC, where he developed several technologies to improve the diagnosis and treatment of diverse pediatric diseases. During that time, he also received postdoctoral training in embryology, developmental biology and human malformations by the Foundation for Advanced Education in the Sciences at the National Institutes of Health, which complemented his mentored clinical training in the Neurosurgery department of Children’s National.
Areas of Expertise
- Medical image computing: computer aided diagnosis, segmentation, registration, discovery of image biomarkers, etc.
- Machine learning methods with biomedical applications (e.g., diagnosis, phenotyping, risk estimation) including both traditional modeling approaches and modern convolutional and Bayesian deep learning methods
Education, Licensure & Certifications
- PhD, Medical Image Computing, Pompeu Fabra University (Spain), 2015
- MSc, Biomedical Engineering, University of Barcelona and Polytechnique University of Catalonia (Spain), 2010
- BSc, Computer Engineering, University of Cordoba (Spain), 2008
- BSc, Technical Engineering in Computer Systems, University of Cordoba (Spain), 2006