Automatic assessment of medication states of patients with Parkinson's disease using wearable sensors. - Murtadha D. Hssayeni; Michelle A. Burack; Behnaz Ghoraani (EMBC, 2016)

Parkinson's disease medication state management using data fusion of wearable sensors. - Vignesh Ramji; Murtadha D. Hssayeni; Michelle A. Burack; Behnaz Ghoraani (BHI, 2017)

Distracted Driver Detection: Deep Learning vs Handcrafted Features. - Murtadha D. Hssayeni; Sagar Saxena; Raymond W. Ptucha; Andreas E. Savakis (IMAWM, 2017)

Deep Learning for Medication Assessment of Individuals with Parkinson's Disease Using Wearable Sensors. - Murtadha D. Hssayeni; Jamie L. Adams; Behnaz Ghoraani (EMBC, 2018)

Wearable-based Mediation State Detection in Individuals with Parkinson's Disease. - Murtadha D. Hssayeni; Michelle A. Burack; Joohi Jimenez-Shahed; Behnaz Ghoraani (CoRR, 2018)

Symptom-based, Dual-channel LSTM Network for The Estimation of Unified Parkinson's Disease Rating Scale III. - Murtadha D. Hssayeni; Joohi Jimenez-Shahed; Michelle A. Burack; Behnaz Ghoraani (BHI, 2019)

Continuous Parkinsonian Tremor Estimation Using Motion Data. - Murtadha D. Hssayeni; Joohi Jimenez-Shahed; Michelle A. Burack; Behnaz Ghoraani (GlobalSIP, 2019)

Intracranial Hemorrhage Segmentation Using Deep Convolutional Model. - Murtadha D. Hssayeni; Muayad Sadik Croock; Aymen Al-Ani; Hassan Falah Al-khafaji; Zakaria A. Yahya; Behnaz Ghoraani (CoRR, 2019)

Hybrid Feature Extraction for Detection of Degree of Motor Fluctuation Severity in Parkinson's Disease Patients. - Murtadha D. Hssayeni; Joohi Jimenez-Shahed; Behnaz Ghoraani (Entropy, 2019)

Wearable Sensors for Estimation of Parkinsonian Tremor Severity during Free Body Movements. - Murtadha D. Hssayeni; Joohi Jimenez-Shahed; Michelle A. Burack; Behnaz Ghoraani (Sensors, 2019)

Dual-Task Gait Assessment and Machine Learning for Early-detection of Cognitive Decline. - Lillian N. Boettcher; Murtadha D. Hssayeni; Amie Rosenfeld; Magdalena I. Tolea; James E. Galvin; Behnaz Ghoraani (EMBC, 2020)

Dyskinesia Severity Estimation in Patients with Parkinson's Disease Using Wearable Sensors and A Deep LSTM Network. - Murtadha D. Hssayeni; Joohi Jimenez-Shahed; Michelle A. Burack; Behnaz Ghoraani (EMBC, 2020)

Tensor Decomposition of Functional Near-Infrared Spectroscopy (fNIRS) Signals for Pattern Discovery of Cognitive Response in Infants. - Murtadha D. Hssayeni; Teresa Wilcox; Behnaz Ghoraani (EMBC, 2020)

Intracranial Hemorrhage Segmentation Using a Deep Convolutional Model. - Murtadha D. Hssayeni; Muayad Sadik Croock; Aymen Dawood Salman; Hassan Falah Al-khafaji; Zakaria A. Yahya; Behnaz Ghoraani (Data, 2020)

Multilevel Features for Sensor-Based Assessment of Motor Fluctuation in Parkinson's Disease Subjects. - Behnaz Ghoraani; Murtadha D. Hssayeni; Michelle A. Burack; Joohi Jimenez-Shahed (IEEE J. Biomed. Health Informatics, 2020)

Multi-Modal Physiological Data Fusion for Affect Estimation Using Deep Learning. - Murtadha D. Hssayeni; Behnaz Ghoraani (IEEE Access, 2021)

Detection of mild cognitive impairment and Alzheimer's disease using dual-task gait assessments and machine learning. - Behnaz Ghoraani; Lillian N. Boettcher; Murtadha D. Hssayeni; Amie Rosenfeld; Magdalena I. Tolea; James E. Galvin (Biomed. Signal Process. Control., 2021)

The forecast of COVID-19 spread risk at the county level. - Murtadha D. Hssayeni; Arjuna Chala; Roger Dev; Lili Xu; Jesse Shaw; Borko Furht; Behnaz Ghoraani (J. Big Data, 2021)

Activity Recognition in Parkinson's Patients from Motion Data Using a CNN Model Trained by Healthy Subjects. - Shelly Davidashvilly; Murtadha D. Hssayeni; Christopher Chi; Joohi Jimenez-Shahed; Behnaz Ghoraani (EMBC, 2022)

Dyskinesia Estimation of Imbalanced Data Using a Deep-Learning Model. - Murtadha D. Hssayeni; Joohi Jimenez-Shahed; Behnaz Ghoraani (EMBC, 2022)

ECG Fiducial Point Localization Using a Deep Learning Model. - Murtadha D. Hssayeni; Arash Andalib; Rishabh Singh; Diego Pava; Kan Li; Steven Borzak; Robert Chait; Kaustubh Kale (ICMLA, 2022)

Multidimensional Analysis of Functional Near-Infrared Spectroscopy (fNIRS) Signal using Tucker Decomposition. - Jasmine Y. Chan; Teresa Wilcox; Murtadha D. Hssayeni; Behnaz Ghoraani (SMC, 2022)

Game-Theoretic Method for Optimal Initial Allocation of Honeypots for Enhanced Network Security. - Hamidreza Asefi-Ghamari; Murtadha D. Hssayeni; Imad Mahgoub (SmartNets, 2024)

Detection of Zero-Day Attacks on IoT. - Shay Reardon; Murtadha D. Hssayeni; Imadeldin Mahgoub (SmartNets, 2024)

Deep Regression Modeling for Imbalanced and Incomplete Time-Series Data. - Murtadha D. Hssayeni; Behnaz Ghoraani (IEEE Trans. Emerg. Top. Comput. Intell., 2024)