Sokratis Makrogiannis, PhD

Professor, Division of Physics, Engineering, Mathematics and Computer Science

He is currently a Professor in the Division of Physics, Engineering, Mathematics, and Computer Science in Delaware State University. He is also a member of DIST and OSCAR. Before joining DSU, he was a member of the Translational Gerontology Branch at the National Institute on Aging of the NIH. His research and development work emphasizes on the areas of medical image computing, machine learning, and visualization.

His previous experience includes academic training via post-doctoral fellowships at Wright State University and the University of Pennsylvania, and work in the industrial research sector of GlaxoSmithKline and General Electric’s Global Research organization.

Education and Training

Postdoctoral research fellowship 08/2005-08/2006
Biomedical Postdoctoral Program, Section of Biomedical Image Analysis, Department of Radiology, University of Pennsylvania, Philadelphia, PA
Research Areas: Brain Imaging, Computational Neuroanatomy
Advisor: Dr. C. Davatzikos

Postdoctoral research fellowship 05/2003-07/2005
ITRI/Computer Science and Engineering Department, Wright State University, Dayton, OH
Research Areas: Image Analysis and Computer Vision Algorithms
Advisor: Dr. N. G. Bourbakis

PhD in Electronics and Informatics 02/1998-01/2002
University of Patras, Patras, Greece
PhD thesis title: Color Image Segmentation Methods using: Fuzzy Logic, Watershed Analysis, Graph Theory, and Scale Space
Advisor: Dr. S. Fotopoulos

Doctoral Visiting Research Scholarship (Electronics and Informatics) 09/2000-04/2001
Vrije Universiteit Brussel, Brussels, Belgium
Research Areas: Mathematical Image Analysis, Machine Vision
Advisor: Dr. J. Cornelis, Dr. H. Sahli

MS in Electronics and Informatics 10/1995-01/1998
University of Patras, Patras, Greece
MS thesis title: Very Low Bit Rate Image and Video Compression Algorithms
Advisor: Dr. A. N. Skodras

BS in Physics (Electronics Concentration) 09/1991-09/1995
University of Patras, Patras, Greece
BS thesis title: Digital Image Compression using Quadtree Decomposition
Advisor: Dr. A. N. Skodras

Research Interests

• Image Analysis
• Machine Learning
• Biomedical Imaging
• Computer Vision

Publications

Google scholar

RESEARCH FUNDING

Funded by the following agencies:

NIH, NSF, DoD, State of Delaware

Teaching

• MTSC 887 - Image Processing
• MTSC 852 - Pattern Recognition
• MTSC 822 - Scientific Computation II
• MTSC 821 - Scientific Computation I
• MTSC 498 - Topics in Math (Intro to Data Science)
• MTSC 341 - Probability
• MTSC 319 - Combinatorics
• MTSC 317 - Number Theory
• MTSC 313 - Linear Algebra
• ENGR 309 - Electronic Circuit Analysis
• MTSC 252 - Calculus II
• MTSC 251 - Calculus I
• MTSC 213/513 - Discrete Math

Professional Activities

• Associate Editor: BioMedical Engineering OnLine (Springer Nature), Frontiers in Computer Science (Computer Vision), Quantitative Imaging in Medicine and Surgery (AME), Optics (MDPI)
• Associate Editor-in-Chief, International Journal on Artificial Intelligence Tools (2010-2015).
• International Program Committee: International Symposium on Visual Computing (ISVC 2012 - ).
• Program Committee, International Conference on Information, Intelligence, Systems and Applications (IISA 2013 - ).

Collaborators

• Chandra Kambhamettu, Department of Computer and Information Sciences, University of Delaware, Newark, DE.
• Predrag Bakic, Department of Radiology, University of Lund, Lund, Sweden.
• Rick Spencer, Head, Magnetic Resonance Imaging and Spectroscopy Unit, National Institute on Aging, National Institutes of Health, Baltimore, MD.
• Luigi Ferrucci, Scientific Director, National Institute on Aging, National Institutes of Health, Baltimore, MD.
• Christos Davatzikos, Director, Center for Biomedical Image Computing and Analytics (CBICA), Department of Radiology, University of Pennsylvania, Philadelphia, PA.