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Journal Articles
- 2024
[j4]Mustafa Shuqair
, Joohi Jimenez-Shahed, Behnaz Ghoraani:
Reinforcement Learning-Based Adaptive Classification for Medication State Monitoring in Parkinson's Disease. IEEE J. Biomed. Health Informatics 28(10): 6168-6179 (2024)- 2020
- [j3]Behnaz Ghoraani, Murtadha D. Hssayeni, Michelle A. Burack, Joohi Jimenez-Shahed:
Multilevel Features for Sensor-Based Assessment of Motor Fluctuation in Parkinson's Disease Subjects. IEEE J. Biomed. Health Informatics 24(5): 1284-1295 (2020) - 2019
- [j2]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): 137 (2019) - [j1]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): 4215 (2019)
Conference and Workshop Papers
- 2022
- [c7]Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Behnaz Ghoraani:
Dyskinesia Estimation of Imbalanced Data Using a Deep-Learning Model. EMBC 2022: 3195-3198 - [c6]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: 3199-3202 - [c5]Mustafa Shuqair, Joohi Jimenez-Shahed, Behnaz Ghoraani:
Incremental Learning in Time-series Data using Reinforcement Learning. ICDM (Workshops) 2022: 868-875 - 2020
- [c4]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: 6001-6004 - 2019
- [c3]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: 1-4 - [c2]Heet Kaku, Musa Ozturk, Ashwin Viswanathan, Joohi Jimenez-Shahed, Sameer Sheth, Nuri F. Ince:
Grouping Neuronal Spiking Patterns in the Subthalamic Nucleus of Parkinsonian Patients. EMBC 2019: 4221-4224 - [c1]Murtadha D. Hssayeni, Joohi Jimenez-Shahed, Michelle A. Burack, Behnaz Ghoraani:
Continuous Parkinsonian Tremor Estimation Using Motion Data. GlobalSIP 2019: 1-5
Informal and Other Publications
- 2018
- [i1]Murtadha D. Hssayeni, Michelle A. Burack, Joohi Jimenez-Shahed, Behnaz Ghoraani:
Wearable-based Mediation State Detection in Individuals with Parkinson's Disease. CoRR abs/1809.06973 (2018)
Coauthor Index
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