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| Machine Learning Smart System for Parkinson Disease Classification Using the Voice as a Biomarker |
| Ilias Tougui, Abdelilah Jilbab, Jamal El Mhamdi |
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Healthc Inform Res. 2022;28(3):210-221. Published online July 31, 2022 DOI: https://doi.org/10.4258/hir.2022.28.3.210 |
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Machine Learning Smart System for Parkinson Disease Classification Using the Voice as a Biomarker Healthcare Informatics Research. 2022;28(3):210-221  Classification of Parkinson Disease Based on Patient’s Voice Signal Using Machine Learning Intelligent Automation & Soft Computing. 2022;32(2):705-722 Prediction of Voice Sentiment using Machine Learning Technique 2021 10th International Conference on System Modeling & Advancement in Research Trends (SMART). 2021; A Machine Learning Approach to Automating Bengali Voice Based Gender Classification 2019 8th International Conference System Modeling and Advancement in Research Trends (SMART). 2019; Artificial Intelligence Model for Parkinson Disease Detection using Machine Learning Algorithms . 2022; Skin Disease Classification using Dermoscopy Images through Deep Feature Learning Models and Machine Learning Classifiers IEEE EUROCON 2021 - 19th International Conference on Smart Technologies. 2021; Pomegranate Leaf Disease Classification using Feature Extraction and Machine Learning 2022 3rd International Conference on Smart Electronics and Communication (ICOSEC). 2022; Machine learning approach for classification of Parkinson disease using acoustic features Journal of Reliable Intelligent Environments. 2021;7(3):233-239 Parkinson Disease Detection Based On Speech Using Various Machine Learning Models and Deep Learning Models 2021 International Conference on System, Computation, Automation and Networking (ICSCAN). 2021; A Parkinson Disease Classification Using Stacking Ensemble Machine Learning Methodology 2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE). 2022; |
