Georgios D. Mitsis

Associate Professor
Undergraduate Program Director

Ph.D. University of Southern California, Los Angeles
M.S. (EE) University of Southern California, Los Angeles
M.S. (BME) University of Southern California, Los Angeles
Diploma National Technical University of Athens, Athens, Greece

McConnell Engineering Building, Room 361

514.398.4344
e-mail
website


Research Interests

  • Identification/ modeling of nonlinear and nonstationary systems
  • Biomedical signal and image processing
  • Mathematical modeling of biological systems
  • Quantitative/ systems physiology
  • Cerebral hemodynamics and blood flow autoregulation
  • Functional neuroimaging and resting-state network analysis
  • Glucose metabolism and control
  • Computational oncology: mathematical modeling of tumor growth and optimal therapy design

Courses

  • BIEN 350: Biosystems and Control (3 credits)
  • BIEN 462: Engineering Principles in Physiological Systems (3 credits)
  • BIEN 470: Bioengineering Design Project (6 credits)

Selected Publications

Kostoglou, K., Schondorf, R. and G.D. Mitsis. "Modelling of multiple-input, time-varying systems with recursively estimated basis expansions,"Signal Processing, 2018. DOI: 10.1016/j.sigpro.2018.09.040

Anastasiadou, M., Christodoulakis, M., Papathanasiou, E.S., Papacostas, S.S. and G.D. Mitsis “Unsupervised Detection and Removal of Muscle Artifacts from Scalp EEG Recordings using Canonical Correlation Analysis, Wavelets and Random Forests,” Clinical Neurophysiology 128: 1755-1769, 2017. DOI: 10.1016/j.clinph.2017.06.247

Kostoglou, K. Michmizos, K.P., Stathis, P., Sakas, D., Nikita, K.S. and G.D. Mitsis “Prediction of the Unified Parkinson's Disease Rating Scale Improvement in Deep Brain Stimulation,” IEEE Transactions on Biomedical Engineering, 64 (5): 1123-1130, 2017. DOI: 10.1109/TBME.2016.2591827

Nikolaou, F., Orphanidou, C. Papakyriakou, P., Murphy, K., Wise, R.G. and G.D. Mitsis “Spontaneous Physiological Variability Modulates Dynamic Functional Connectivity in Resting-State fMRI,” Philosophical Transactions of the Royal Society A 374.2067: 20150183, 2016. DOI: 10.1098/rsta.2015.0183

Loizides C.L., Achilleos A.A., Iannetti G.D. and G.D. Mitsis “Assessment of nonlinear interactions in event-related potentials (ERPs) elicited by stimuli presented at short inter-stimulus intervals,” Journal of Neurophysiology 113: 3623-3633, 2015. DOI: 10.1152/jn.00523.2014

Hadjiandreou M.M. and G.D. Mitsis “Mathematical Modeling of Tumor Growth, Drug-Resistance, Toxicity, and Optimal Therapy Design,” IEEE Transactions on Biomedical Engineering 61(2): 415-425, 2014. DOI: 10.1109/TBME.2013.2280189

Visit MEDLINE indexed publications for more.