Exploring the feasibility of tensor decomposition for analysis of fNIRS signals: a comparative study with grand averaging method.

Autor: Chan JY; Department of Psychology, Florida Atlantic University, Boca Raton, FL, United States., Hssayeni MD; Department of Computer and Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL, United States.; Department of Computer Engineering, University of Technology, Baghdad, Iraq., Wilcox T; Department of Psychology, Florida Atlantic University, Boca Raton, FL, United States., Ghoraani B; Department of Computer and Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL, United States.

Publikováno v: Frontiers in neuroscience [Front Neurosci] 2023 Aug 10; Vol. 17, pp. 1180293. Date of Electronic Publication: 2023 Aug 10 (Print Publication: 2023).

Dyskinesia estimation during activities of daily living using wearable motion sensors and deep recurrent networks.

Autor: Hssayeni MD; Department of Computer and Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL, 33431, USA., Jimenez-Shahed J; Icahn School of Medicine at Mount Sinai, New York, NY, USA., Burack MA; Department of Neurology, University of Rochester Medical Center, Rochester, NY, USA., Ghoraani B; Department of Computer and Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL, 33431, USA. bghoraani@fau.edu.

Publikováno v: Scientific reports [Sci Rep] 2021 Apr 12; Vol. 11 (1), pp. 7865. Date of Electronic Publication: 2021 Apr 12.

Detection of Mild Cognitive Impairment and Alzheimer's Disease using Dual-task Gait Assessments and Machine Learning.

Autor: Ghoraani B; Department of Computer and Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL 33431 US., Boettcher LN; Department of Computer and Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL 33431 US., Hssayeni MD; Department of Computer and Electrical Engineering and Computer Science, Florida Atlantic University, Boca Raton, FL 33431 US., Rosenfeld A; Comprehensive Center for Brain Health, Department of Neurology, University of Miami, Miami, FL 33136 US., Tolea MI; Comprehensive Center for Brain Health, Department of Neurology, University of Miami, Miami, FL 33136 US., Galvin JE; Comprehensive Center for Brain Health, Department of Neurology, University of Miami, Miami, FL 33136 US.

Publikováno v: Biomedical signal processing and control [Biomed Signal Process Control] 2021 Feb; Vol. 64. Date of Electronic Publication: 2020 Oct 16.

Dyskinesia Severity Estimation in Patients with Parkinson's Disease Using Wearable Sensors and A Deep LSTM Network.

Autor: Hssayeni MD, Jimenez-Shahed J, Burack MA, Ghoraani B

Publikováno v: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference [Annu Int Conf IEEE Eng Med Biol Soc] 2020 Jul; Vol. 2020, pp. 6001-6004.

Multilevel Features for Sensor-Based Assessment of Motor Fluctuation in Parkinson's Disease Subjects.

Autor: Ghoraani B, Hssayeni MD, Bruack MM, Jimenez-Shahed J

Publikováno v: IEEE journal of biomedical and health informatics [IEEE J Biomed Health Inform] 2020 May; Vol. 24 (5), pp. 1284-1295. Date of Electronic Publication: 2019 Sep 26.