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)

Grouping Neuronal Spiking Patterns in the Subthalamic Nucleus of Parkinsonian Patients. - Heet Kaku; Musa Ozturk; Ashwin Viswanathan; Joohi Jimenez-Shahed; Sameer Sheth; Nuri F. Ince (EMBC, 2019)

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

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)

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)

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)

Incremental Learning in Time-series Data using Reinforcement Learning. - Mustafa Shuqair; Joohi Jimenez-Shahed; Behnaz Ghoraani (ICDM (Workshops), 2022)

Advancing Parkinson's Disease Management Through Multi-Shared-Task Self-Supervised Signal Processing. - Mustafa Shuqair; Joohi Jimenez-Shahed; Behnaz Ghoraani (IEEECONF, 2024)

Wearable Sensor Configurations for Effective Tremor Assessment in Parkinson's Disease. - Shay Reardon; Mustafa Shuqair; Joohi Jimenez-Shahed; Behnaz Ghoraani (EMBC, 2024)

Shared-task Self-supervised Learning for Estimating Free Movement Unified Parkinson's Disease Rating Scale III. - Mustafa Shuqair; Joohi Jimenez-Shahed; Behnaz Ghoraani (EMBC, 2024)

Reinforcement Learning-Based Adaptive Classification for Medication State Monitoring in Parkinson's Disease. - Mustafa Shuqair; Joohi Jimenez-Shahed; Behnaz Ghoraani (IEEE J. Biomed. Health Informatics, 2024)