Joohi Jimenez-Shahed

According to our database, Joohi Jimenez-Shahed authored at least 14 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

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, October, 2024

Shared-task Self-supervised Learning for Estimating Free Movement Unified Parkinson's Disease Rating Scale III.

Mustafa Shuqair, Joohi Jimenez-Shahed, Behnaz Ghoraani

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

Wearable Sensor Configurations for Effective Tremor Assessment in Parkinson's Disease.

Shay Reardon, Mustafa Shuqair, Joohi Jimenez-Shahed, Behnaz Ghoraani

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024

2022

Incremental Learning in Time-series Data using Reinforcement Learning.

Mustafa Shuqair, Joohi Jimenez-Shahed, Behnaz Ghoraani

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Dyskinesia Estimation of Imbalanced Data Using a Deep-Learning Model.

Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Behnaz Ghoraani

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

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

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

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

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

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

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

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

Continuous Parkinsonian Tremor Estimation Using Motion Data.

Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Michelle A. Burack, Behnaz Ghoraani

Proceedings of the 2019 IEEE Global Conference on Signal and Information Processing, 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

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

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

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

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