Performance of machine learning methods in diagnosing Parkinson’s disease based on dysphonia measures
Author:
Publisher
Springer Science and Business Media LLC
Subject
Biomedical Engineering
Link
http://link.springer.com/article/10.1007/s13534-017-0051-2/fulltext.html
Reference45 articles.
1. Rojas A, Górriz JM, Ramírez J, Illán IA, Martínez-Murcia FJ, Ortiz A, Gómez Río M, Moreno-Caballero M. Application of empirical mode decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson disease. Expert Syst Appl. 2013;40:2756–66.
2. Lee S-H, Lim JS. Parkinson’s disease classification using gait characteristics and wavelet-based feature extraction. Expert Syst Appl. 2012;39:7338–44.
3. Little MA, McSharry PE, Hunter EJ, Ramig LO. Suitability of dysphonia measurements for telemonitoring of Parkinson’s disease. IEEE Trans Biomed Eng. 2009;56:1015–22.
4. Shabani H, Mikaili M, Noori SMR. Assessment of recurrence quantification analysis (RQA) of EEG for development of a novel drowsiness detection system. Biomed Eng Lett. 2016;6:196–204.
5. Kumari VSR, Rajesh Kumar P. Fuzzy unordered rule induction for evaluating cardiac arrhythmia. Biomed Eng Lett. 2013;3:74–9.
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