Advanced voice signal analysis: Detecting Parkinson's disease using signal processing techniques and artificial intelligence
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Accurate diagnosis is essential in the medical field, as it represents a crucial step towards recovery. To achieve this accuracy, the book is based on understanding the properties of the speech signal, extracting its features and analyzing them from multiple voice samples.
A vector of features is then tested by a supervised classifier, selecting the most significant features to improve the Parkinson's disease diagnostic system. The results show that this method is effective in improving the quality of diagnosis in Parkinson's patients.
Keywords: Parkinson's disease, voice signal processing, voice processing, wraparound methods, Machine learning. .
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£27.18
£28.33 -
£10.58
£12.58 -
£16.71
£17.13
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