Machine Learning to Predict Cognitive Decline of Patients with Alzheimer’s Disease Using EEG Markers: A Preliminary Study

Author:

Fontanella Francesco,Pinelli Sonia,Babiloni Claudio,Lizio Roberta,Del Percio Claudio,Lopez Susanna,Noce Giuseppe,Giubilei Franco,Stocchi Fabrizio,Frisoni Giovanni B.,Nobili Flavio,Ferri Raffaele,D’Alessandro Tiziana,Cilia Nicole Dalia,De Stefano Claudio

Publisher

Springer International Publishing

Reference17 articles.

1. Bishop, C.M.: Pattern Recognition and Machine Learning (Information Science and Statistics). Springer, Heidelberg (2006)

2. Breiman, L.: Random forests. Mach. Learn. 45(1), 5–32 (2001)

3. Breiman, L., Friedman, J., Stone, C.J., Olshen, R.A.: Classification and Regression Trees. CRC Press, Boca Raton (1984)

4. le Cessie, S., van Houwelingen, J.C.: Ridge estimators in logistic regression. J. Roy. Stat. Soc.: Ser. C (Appl. Stat.) 41(1), 191–201 (1992)

5. Chang, C.C., Lin, C.J.: LIBSVM: a library for support vector machines. ACM Trans. Intell. Syst. Technol. 2, 27:1-27:27 (2011)

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