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Machine Learning- and Statistical-based Voice Analysis of Parkinson’s Disease Patients: A Survey |
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| Federica Amato, Giovanni Saggio, Valerio Cesarini, Gabriella Olmo, Giovanni Costantini |
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| Expert Systems with Applications. 2023; : 119651 |
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Comparative Analysis of Machine Learning Algorithms for Early Prediction of Parkinson’s Disorder based on Voice Features |
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| C. D. Anisha, N. Arulanand |
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| Journal of Artificial Intelligence and Capsule Networks. 2023; 4(4): 312 |
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An ensemble classification and binomial cumulative based PCA for diagnosis of parkinson’s disease and autism spectrum disorder |
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| A. Syed Haroon, T. Padma |
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| International Journal of System Assurance Engineering and Management. 2022; |
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Deep learning and machine learning-based voice analysis for the detection of COVID-19: A proposal and comparison of architectures |
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| Giovanni Costantini, Valerio Cesarini, Carlo Robotti, Marco Benazzo, Filomena Pietrantonio, Stefano Di Girolamo, Antonio Pisani, Pietro Canzi, Simone Mauramati, Giulia Bertino, Irene Cassaniti, Fausto Baldanti, Giovanni Saggio |
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A Novel Ensemble Stacking Learning Algorithm for Parkinson’s Disease Prediction |
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| T. Velmurugan, J. Dhinakaran, Sanghyuk Lee |
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| Mathematical Problems in Engineering. 2022; 2022: 1 |
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Classification of Dysphonic Voices in Parkinson’s Disease with Semi-Supervised Competitive Learning Algorithm |
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| Guidong Bao, Mengchen Lin, Xiaoqian Sang, Yangcan Hou, Yixuan Liu, Yunfeng Wu |
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| Biosensors. 2022; 12(7): 502 |
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Imperative Role of Machine Learning Algorithm for Detection of Parkinson’s Disease: Review, Challenges and Recommendations |
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| Arti Rana, Ankur Dumka, Rajesh Singh, Manoj Kumar Panda, Neeraj Priyadarshi, Bhekisipho Twala |
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| Diagnostics. 2022; 12(8): 2003 |
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A Computerized Analysis with Machine Learning Techniques for the Diagnosis of Parkinson’s Disease: Past Studies and Future Perspectives |
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| Arti Rana, Ankur Dumka, Rajesh Singh, Manoj Kumar Panda, Neeraj Priyadarshi |
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| Diagnostics. 2022; 12(11): 2708 |
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An Efficient Machine Learning Approach for Diagnosing Parkinson’s Disease by Utilizing Voice Features |
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| Arti Rana, Ankur Dumka, Rajesh Singh, Mamoon Rashid, Nazir Ahmad, Manoj Kumar Panda |
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| Electronics. 2022; 11(22): 3782 |
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Machine Learning for the Diagnosis of Parkinsonæs Disease: A Review of Literature |
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| Jie Mei,Christian Desrosiers,Johannes Frasnelli |
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| Frontiers in Aging Neuroscience. 2021; 13 |
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