Joohi Jimenez-Shahed

16 papers Journal 5Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Multi-channel Time-series Transformer for Wearable Monitoring of Rigidity in Parkinson's Disease. COINS John Forde, Mustafa Shuqair, Joohi Jimenez-Shahed, Behnaz Ghoraani
2024	—	`conf`	Advancing Parkinson's Disease Management Through Multi-Shared-Task Self-Supervised Signal Processing. IEEECONF Mustafa Shuqair, Joohi Jimenez-Shahed, Behnaz Ghoraani
2024	J	`jnl`	Reinforcement Learning-Based Adaptive Classification for Medication State Monitoring in Parkinson's Disease. IEEE J. Biomed. Health Informatics Mustafa Shuqair, Joohi Jimenez-Shahed, Behnaz Ghoraani
2024	—	`conf`	Shared-task Self-supervised Learning for Estimating Free Movement Unified Parkinson's Disease Rating Scale III. EMBC Mustafa Shuqair, Joohi Jimenez-Shahed, Behnaz Ghoraani
2024	—	`conf`	Wearable Sensor Configurations for Effective Tremor Assessment in Parkinson's Disease. EMBC Shay Reardon, Mustafa Shuqair, Joohi Jimenez-Shahed, Behnaz Ghoraani
2022	—	`conf`	Activity Recognition in Parkinson's Patients from Motion Data Using a CNN Model Trained by Healthy Subjects. EMBC Shelly Davidashvilly, Murtadha D. Hssayeni, Christopher Chi, Joohi Jimenez-Shahed, Behnaz Ghoraani
2022	—	`conf`	Dyskinesia Estimation of Imbalanced Data Using a Deep-Learning Model. EMBC Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Behnaz Ghoraani
2022	—	`conf`	Incremental Learning in Time-series Data using Reinforcement Learning. ICDM (Workshops) Mustafa Shuqair, Joohi Jimenez-Shahed, Behnaz Ghoraani
2020	—	`conf`	Dyskinesia Severity Estimation in Patients with Parkinson's Disease Using Wearable Sensors and A Deep LSTM Network. EMBC Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Michelle A. Burack, Behnaz Ghoraani
2020	J	`jnl`	Multilevel Features for Sensor-Based Assessment of Motor Fluctuation in Parkinson's Disease Subjects. IEEE J. Biomed. Health Informatics Behnaz Ghoraani, Murtadha D. Hssayeni, Michelle A. Burack, Joohi Jimenez-Shahed
2019	—	`conf`	Continuous Parkinsonian Tremor Estimation Using Motion Data. GlobalSIP Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Michelle A. Burack, Behnaz Ghoraani
2019	—	`conf`	Grouping Neuronal Spiking Patterns in the Subthalamic Nucleus of Parkinsonian Patients. EMBC Heet Kaku, Musa Ozturk, Ashwin Viswanathan, Joohi Jimenez-Shahed, Sameer Sheth, Nuri F. Ince
2019	J	`jnl`	Hybrid Feature Extraction for Detection of Degree of Motor Fluctuation Severity in Parkinson's Disease Patients. Entropy Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Behnaz Ghoraani
2019	—	`conf`	Symptom-based, Dual-channel LSTM Network for The Estimation of Unified Parkinson's Disease Rating Scale III. BHI Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Michelle A. Burack, Behnaz Ghoraani
2019	J	`jnl`	Wearable Sensors for Estimation of Parkinsonian Tremor Severity during Free Body Movements. Sensors Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Michelle A. Burack, Behnaz Ghoraani
2018	J	`jnl`	Wearable-based Mediation State Detection in Individuals with Parkinson's Disease. CoRR Murtadha D. Hssayeni, Michelle A. Burack, Joohi Jimenez-Shahed, Behnaz Ghoraani