Georgios Mitsis
Associate Professor, William Dawson Scholar
Graduate Program Director (Biological and Biomedical Engineering)
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.