Concepedia

Early diagnosis of Parkinson’s disease using EEG, machine learning and partial directed coherence

Ana Paula S. Oliveira, Maí­ra Araújo de Santana, Maria Karoline S. Andrade, Juliana Carneiro Gomes, Marcelo Cairrão Araújo Rodrigues, Wellington Pinheiro dos Santos

Research on Biomedical Engineering · 2020 · 66 citations · 74 references

DOI

Concepts

References

74

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis

Arnaud Delorme, Scott Makeig · Journal of Neuroscience Methods · 2004 · 25K citations

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Parkinsonism

Margaret M. Hoehn, Melvin D. Yahr · Neurology · 1967 · 12K citations · Full text

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Extremely randomized trees

Pierre Geurts, Damien Ernst, Louis Wehenkel · Machine Learning · 2006 · 8.7K citations · Full text

Extreme Learning Machine for Regression and Multiclass Classification

Guang-Bin Huang, Hongming Zhou, Xiaojian Ding et al. · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2011 · 5.5K citations

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