Fabien Scalzo, Ph.D.

A Short Biography:

Dr. Scalzo develops computational methods to address Neurocritical care problems. His favorite topics include: Medical Imaging, Machine Learning, Biomedical Informatics and Engineering, and Big Data Analysis.

Work Titles
CTSI Member, CTSI
UCLA Assistant Professor In-Residence, Neurology
Education:
Degrees:
Ph.D.
Certifications:
Certification Type:
Neural Systems and Dynamics Lab (NSDL), Assistant Researcher

Contact Information:

Email Address:

fscalzo@mednet.ucla.edu

Work Email Address:

fscalzo@mednet.ucla.edu


Website:

Scalzo Website

Work Phone Number:

310-794-6414

Office Address:

635 Charles E Young Drive South
Suite 116
Los Angeles, CA 90095


Publications:

A selected list of publications:

Scalzo Fabien, Nour May, Liebeskind David S   Data science of stroke imaging and enlightenment of the penumbra Frontiers in neurology, 2015; 6: 8.
Liebeskind David S, Kosinski Andrzej S, Lynn Michael J, Scalzo Fabien, Fong Albert K, Fariborz Pari, Chimowitz Marc I, Feldmann Edward   Noninvasive fractional flow on MRA predicts stroke risk of intracranial stenosis Journal of neuroimaging : official journal of the American Society of Neuroimaging, 2015; 25(1): 87-91.
Yu Songlin, Liebeskind David S, Dua Sumit, Wilhalme Holly, Elashoff David, Qiao Xin J, Alger Jeffry R, Sanossian Nerses, Starkman Sidney, Ali Latisha K, Scalzo Fabien, Lou Xin, Yoo Bryan, Saver Jeffrey L, Salamon Noriko, Wang Danny Jj, Wang Danny Jj   Postischemic hyperperfusion on arterial spin labeled perfusion MRI is linked to hemorrhagic transformation in stroke Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism, 2015; 35: 630-7.
Leng Xinyi, Scalzo Fabien, Ip Hing Lung, Johnson Mark, Fong Albert K, Fan Florence S Y, Chen Xiangyan, Soo Yannie O Y, Miao Zhongrong, Liu Liping, Feldmann Edward, Leung Thomas W H, Liebeskind David S, Wong Ka Sing   Computational fluid dynamics modeling of symptomatic intracranial atherosclerosis may predict risk of stroke recurrence PloS one, 2014; 9(5): e97531.
Sedighian Pouye, Subudhi Andrew W, Scalzo Fabien, Asgari Shadnaz   Pediatric heart sound segmentation using hidden Markov model Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2014; 2014(1): 5490-3.
Nour May, Scalzo Fabien, Liebeskind David S   Ischemia-reperfusion injury in stroke Interventional neurology, 2013; 1(3-4): 185-99.
Scalzo Fabien, Alger Jeffry R, Hu Xiao, Saver Jeffrey L, Dani Krishna A, Muir Keith W, Demchuk Andrew M, Coutts Shelagh B, Luby Marie, Warach Steven, Liebeskind David S, Liebeskind David S   Multi-center prediction of hemorrhagic transformation in acute ischemic stroke using permeability imaging features Magnetic resonance imaging, 2013; 31(6): 961-9.
Scalzo Fabien, Hu Xiao   Semi-supervised detection of intracranial pressure alarms using waveform dynamics Physiological measurement, 2013; 34(4): 465-78.
Scalzo Fabien, Liebeskind David, Hu Xiao   Reducing false intracranial pressure alarms using morphological waveform features IEEE transactions on bio-medical engineering, 2013; 60(1): 235-9.
Scalzo Fabien, Hamilton Robert, Asgari Shadnaz, Kim Sunghan, Hu Xiao   Intracranial hypertension prediction using extremely randomized decision trees Medical engineering & physics, 2012; 34(8): 1058-65.
Scalzo Fabien, Hao Qing, Alger Jeffry R, Hu Xiao, Liebeskind David S   Regional prediction of tissue fate in acute ischemic stroke Annals of biomedical engineering, 2012; 40(10): 2177-87.
Scalzo Fabien, Bergsneider Marvin, Vespa Paul M, Martin Neil A, Hu Xiao   Intracranial pressure signal morphology: real-time tracking IEEE pulse, 2012; 3(2): 49-52.
Kim Sunghan, Scalzo Fabien, Bergsneider Marvin, Vespa Paul, Martin Neil, Hu Xiao   Noninvasive intracranial pressure assessment based on a data-mining approach using a nonlinear mapping function IEEE transactions on bio-medical engineering, 2012; 59(3): 619-26.
Scalzo Fabien, Asgari Shadnaz, Kim Sunghan, Bergsneider Marvin, Hu Xiao   Bayesian tracking of intracranial pressure signal morphology Artificial intelligence in medicine, 2012; 54(2): 115-23.
Hu Xiao, Glenn Thomas, Scalzo Fabien, Bergsneider Marvin, Sarkiss Chris, Martin Neil, Vespa Paul   Intracranial pressure pulse morphological features improved detection of decreased cerebral blood flow Physiological measurement, 2010; 31(5): 679-95.
Li Renjie, Polat Uri, Scalzo Fabien, Bavelier Daphne   Reducing backward masking through action game training Journal of vision, 2010; 10(14): .
Scalzo Fabien, Asgari Shadnaz, Kim Sunghan, Bergsneider Marvin, Hu Xiao   Robust peak recognition in intracranial pressure signals Biomedical engineering online, 2010; 9(14): 61.
Scalzo Fabien, Xu Peng, Asgari Shadnaz, Bergsneider Marvin, Hu Xiao   Regression analysis for peak designation in pulsatile pressure signals Medical & biological engineering & computing, 2009; 47(9): 967-77.
Hu Xiao, Xu Peng, Scalzo Fabien, Vespa Paul, Bergsneider Marvin   Morphological clustering and analysis of continuous intracranial pressure IEEE transactions on bio-medical engineering, 2009; 56(3): 696-705.
Scalzo Fabien, Xu Peng, Bergsneider Marvin, Hu Xiao   Nonlinear regression for sub-peak detection of intracranial pressure signals Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2008; 2008(3): 5411-4.
Xu Peng, Scalzo Fabien, Bergsneider Marvin, Vespa Paul, Chad Miller, Hu Xiao   Wavelet entropy characterization of elevated intracranial pressure Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, 2008; 2008(3): 2924-7.

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