Aristeidis Sotiras

Aristeidis Sotiras

Assistant Professor
Department of Radiology
Institute for Informatics, Data Science & Biostatistics

Washington University in St. Louis

I am an Assistant Professor at the Department of Radiology, Washington University in St. Louis, affiliated with the Informatics, Data Science & Biostatistics. My research is in the area of medical image analysis and machine learning, with applications to brain development and aging. I focus on developing novel computational methods to extract information from imaging data and delineate patterns in large heterogeneous data sets, towards improving patient-specific diagnosis and advancing our understanding of brain structure and function in health and disease.

Before joining WashU, I was a Research Associate at the Section of Biomedical Image Analysis, University of Pennsylvania, working with Prof. Christos Davatzikos on unsupervised and semi-supervised machine learning techniques to analyze high-dimensional heterogeneous neuroimaging data.

I did my PhD in the Center of Visual Computing at Ecole Centrale Paris, under the supervision of Prof. Nikos Paragios. There, I developed novel deformable image registration methods based on discrete optimization and probabilistic graphical models.

Prior to that, I obtained my Bachelor’s degree from the School of Electrical and Computer Engineering of the National Technical University of Athens (ECE-NTUA).

Interests
  • Image Registration
  • Image Segmentation
  • Machine Learning
  • Deep Learning
  • Computational Anatomy
Education
  • PhD in Applied Mathematics, 2011

    Ecole Centrale Paris, France

  • MSc in Mathematics, Vision and Machine Learning, 2007

    Ecole Polytechnique - Ecole Normale Superieur de Cachan, France

  • BSc in Electrical and Computer Engineering, 2006

    National Technical University of Athens, Greece

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