Georgios Mitsis
Associate Professor, William Dawson Scholar
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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
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Nonlinear and nonstationary systems
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Biomedical signal processing
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Quantitative/ systems physiology
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Cerebral hemodynamics and blood flow autoregulation
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Multimodal functional neuroimaging
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Functional connectivity and resting-state networks
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Computational oncology: mathematical modeling of tumor growth and optimal therapy design
- BIEN 350: Biosignals, Systems and Control
- BIEN 462: Engineering Principles in Physiological Systems
Mitsis, G.D., Christodoulakis, M., Anastasiadou, M., Papathanasiou, E.S., Papacostas, S.S., and A. Hadjipapas 鈥淢ulti-scale periodicities in the functional brain networks of patients with epilepsy and their effect on seizure detection,鈥� Human Brain Mapping 41(8): 2059-2076, 2020.
Kassinopoulos, M. and G.D. Mitsis 鈥淚dentification of Physiological Response Functions to Correct for Fluctuations in Resting-State fMRI related to Heart Rate and Respiration,鈥� Neuroimage 202, 116150, 2019.
Kostoglou, K., Robertson, A.D., Macintosh, B.J. and G.D. Mitsis 鈥淎 novel framework for estimating time-varying multivariate autoregressive models and application to cardiovascular responses to acute exercise,鈥� IEEE Transactions on Biomedical Engineering 66 (11), 3257-3266, 2019.
Prokopiou, P., Pattinson K.T.S., Wise, R.G. and G.D. Mitsis 鈥淢odeling of dynamic cerebrovascular reactivity to spontaneous and externally induced CO2 fluctuations in the human brain using BOLD-fMRI,鈥� Neuroimage 186 (2): 533-548, 2019.
Kostoglou, K., Schondorf, R. and G.D. Mitsis 鈥淓stimation of time-varying, multiple-input nonlinear systems using basis expansions,鈥� Signal Processing 155: 287-300, 2019.