Evaluation of train and test performance of machine learning algorithms and Parkinson diagnosis with statistical measurements

Nearest neighbor pattern classification

Thomas M. Cover, Peter E. Hart · IEEE Transactions on Information Theory · 1967 · 15.4K citations

Bayesian Decision Theory, Engineering, Machine Learning +23

Differential Diagnostic Patterns of Dysarthria

Frederic L. Darley, Arnold Aronson, Joe R. Brown · Journal of Speech and Hearing Research · 1969 · 1.3K citations

Voice Disorders, Diagnosis, Pathology +19

Suitability of Dysphonia Measurements for Telemonitoring of Parkinson's Disease

Max A. Little, Patrick McSharry, Eric J. Hunter et al. · IEEE Transactions on Biomedical Engineering · 2008 · 995 citations · Full text

Engineering, New Measure, Practical Value +20

Gender differences in Parkinson's disease

Charlotte A. Haaxma, Bastiaan R. Bloem, George F. Borm et al. · Journal of Neurology Neurosurgery & Psychiatry · 2006 · 738 citations · Full text

Novel Speech Signal Processing Algorithms for High-Accuracy Classification of Parkinson's Disease

Athanasios Tsanas, Max A. Little, Patrick McSharry et al. · IEEE Transactions on Biomedical Engineering · 2012 · 699 citations · Full text