Novel speech signal processing Algorithms for high-accuracy classification of Parkinson"s disease, IEEE Transactions on Biomedical Engineering, vol.59, issue.5, pp.1264-1271, 2012. ,
Voice analysis for Telediagnosis of Parkinson disease using artificial neural networks and support vector machines, International Journal of Intelligent Systems and Applications, vol.7, issue.6, pp.41-47, 2015. ,
Segment-dependent dynamics in predicting Parkinson"s disease, 2015. ,
Contribution of different handwriting modalities to differential diagnosis of Parkinson's Disease, 2015 IEEE International Symposium on Medical Measurements and Applications (MeMeA) Proceedings, 2015. ,
Improving Parkinson's disease identification through evolutionary-based feature selection, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011. ,
Decision support framework for Parkinson"s disease based on novel handwriting markers, IEEE Transactions on Neural Systems and Rehabilitation Engineering, pp.1-1, 2015. ,
Standardized handwriting to assess Bradykinesia, Micrographia and tremor in Parkinson"s disease, PLoS ONE, vol.9, issue.5, p.97614, 2014. ,
Robust smoothing of gridded data in one and higher dimensions with missing values, Computational Statistics & Data Analysis, vol.54, issue.4, pp.1167-1178, 2010. ,
URL : https://hal.archives-ouvertes.fr/hal-01826117
Noise Corruption Of Empirical Mode Decomposition And Its Effect On Instantaneous Frequency, Advances in Adaptive Data Analysis, vol.02, issue.03, pp.373-396, 2010. ,
A new modality for quantitative evaluation of Parkinson's disease: In-air movement, 13th IEEE International Conference on BioInformatics and BioEngineering, 2013. ,
A Practical Guide to Support Vector Classification, 2003. ,
Unified Parkinson"s disease rating scale, 2006. ,
the mini mental state examination (MMSE), 1999. ,
Parkinson"S Disease: Hoehn And Yahr Scale, Movement Disorders: A Video Atlas, pp.4-5, 2012. ,
kernel density estimation, 2012. ,
An Approximate Analysis of Variance Test for Normality, Journal of the American Statistical Association, vol.67, issue.337, pp.215-216, 1972. ,
The T-Test, 2006. ,
Statistics: 2.3 The Mann-Whitney U Test, 2004. ,
Alphas, P-Values, and Confidence Intervals, Oh My! | Minitab, 1970. ,
GEDI-A Groundtruthing environment for document images, 2010. ,
Support Vector Machines and Area Under ROC curve, 2004. ,
Evaluation of handwriting kinematics and pressure for differential diagnosis of Parkinson"s disease, Artificial Intelligence in Medicine, vol.67, issue.23, pp.39-46, 2016. ,
, The shapiro-wilk and related tests for normality, 2015.
ROC Analysis with Matlab ,