Murtadha D. Hssayeni

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 23

Top Topics

Wearable Sensors

Top Venues

Biomed. Signal Process. Control.

Publications

Shay Reardon, Murtadha D. Hssayeni, Imadeldin Mahgoub
Detection of Zero-Day Attacks on IoT. SmartNets (2024)
Murtadha D. Hssayeni, Arash Andalib, Rishabh Singh, Diego Pava, Kan Li, Steven Borzak, Robert Chait, Kaustubh Kale
ECG Fiducial Point Localization Using a Deep Learning Model. ICMLA (2022)
Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Behnaz Ghoraani
Dyskinesia Estimation of Imbalanced Data Using a Deep-Learning Model. EMBC (2022)
Shelly Davidashvilly, Murtadha D. Hssayeni, Christopher Chi, Joohi Jimenez-Shahed, Behnaz Ghoraani
Activity Recognition in Parkinson's Patients from Motion Data Using a CNN Model Trained by Healthy Subjects. EMBC (2022)
Jasmine Chan, Teresa Wilcox, Murtadha D. Hssayeni, Behnaz Ghoraani
Multidimensional Analysis of Functional Near-Infrared Spectroscopy (fNIRS) Signal using Tucker Decomposition. SMC (2022)
Behnaz Ghoraani, Lillian N. Boettcher, Murtadha D. Hssayeni, Amie Rosenfeld, Magdalena I. Tolea, James E. Galvin
Detection of mild cognitive impairment and Alzheimer's disease using dual-task gait assessments and machine learning. Biomed. Signal Process. Control. 64 (2021)
Murtadha D. Hssayeni, Arjuna Chala, Roger Dev, Lili Xu, Jesse Shaw, Borko Furht, Behnaz Ghoraani
The forecast of COVID-19 spread risk at the county level. J. Big Data 8 (1) (2021)
Murtadha D. Hssayeni, Behnaz Ghoraani
Multi-Modal Physiological Data Fusion for Affect Estimation Using Deep Learning. IEEE Access 9 (2021)
Lillian N. Boettcher, Murtadha D. Hssayeni, Amie Rosenfeld, Magdalena I. Tolea, James E. Galvin, Behnaz Ghoraani
Dual-Task Gait Assessment and Machine Learning for Early-detection of Cognitive Decline. EMBC (2020)
Murtadha D. Hssayeni, Muayad Sadik Croock, Aymen Dawood Salman, Hassan Falah Al-khafaji, Zakaria A. Yahya, Behnaz Ghoraani
Intracranial Hemorrhage Segmentation Using a Deep Convolutional Model. Data 5 (1) (2020)
Behnaz Ghoraani, Murtadha D. Hssayeni, Michelle M. Bruack, Joohi Jimenez-Shahed
Multilevel Features for Sensor-Based Assessment of Motor Fluctuation in Parkinson's Disease Subjects. IEEE J. Biomed. Health Informatics 24 (5) (2020)
Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Michelle A. Burack, Behnaz Ghoraani
Dyskinesia Severity Estimation in Patients with Parkinson's Disease Using Wearable Sensors and A Deep LSTM Network. EMBC (2020)
Murtadha D. Hssayeni, Teresa Wilcox, Behnaz Ghoraani
Tensor Decomposition of Functional Near-Infrared Spectroscopy (fNIRS) Signals for Pattern Discovery of Cognitive Response in Infants. EMBC (2020)
Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Michelle A. Burack, Behnaz Ghoraani
Continuous Parkinsonian Tremor Estimation Using Motion Data. GlobalSIP (2019)
Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Behnaz Ghoraani
Hybrid Feature Extraction for Detection of Degree of Motor Fluctuation Severity in Parkinson's Disease Patients. Entropy 21 (2) (2019)
Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Michelle A. Burack, Behnaz Ghoraani
Wearable Sensors for Estimation of Parkinsonian Tremor Severity during Free Body Movements. Sensors 19 (19) (2019)
Murtadha D. Hssayeni, Muayad Sadik Croock, Aymen Al-Ani, Hassan Falah Al-khafaji, Zakaria A. Yahya, Behnaz Ghoraani
Intracranial Hemorrhage Segmentation Using Deep Convolutional Model. CoRR (2019)
Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Michelle A. Burack, Behnaz Ghoraani
Symptom-based, Dual-channel LSTM Network for The Estimation of Unified Parkinson's Disease Rating Scale III. BHI (2019)
Murtadha D. Hssayeni, Jamie L. Adams, Behnaz Ghoraani
Deep Learning for Medication Assessment of Individuals with Parkinson's Disease Using Wearable Sensors. EMBC (2018)
Murtadha D. Hssayeni, Michelle A. Burack, Joohi Jimenez-Shahed, Behnaz Ghoraani
Wearable-based Mediation State Detection in Individuals with Parkinson's Disease. CoRR (2018)
Murtadha D. Hssayeni, Sagar Saxena, Raymond W. Ptucha, Andreas E. Savakis
Distracted Driver Detection: Deep Learning vs Handcrafted Features. IMAWM (2017)
Vignesh Ramji, Murtadha D. Hssayeni, Michelle A. Burack, Behnaz Ghoraani
Parkinson's disease medication state management using data fusion of wearable sensors. BHI (2017)
Murtadha D. Hssayeni, Michelle A. Burack, Behnaz Ghoraani
Automatic assessment of medication states of patients with Parkinson's disease using wearable sensors. EMBC (2016)