Lucas R. Trambaiolli

Improving Alzheimer's Disease Diagnosis with Machine Learning Techniques

Lucas R. Trambaiolli, Ana Carolina Lorena, Francisco J. Fraga et al. · Clinical EEG and Neuroscience · 2011 · 140 citations

Engineering, Machine Learning, Intelligent Diagnostics +16

Feature selection before EEG classification supports the diagnosis of Alzheimer’s disease

Lucas R. Trambaiolli, Newton Spolaôr, Ana Carolina Lorena et al. · Clinical Neurophysiology · 2017 · 77 citations

Neuroimaging Biomarkers, Neurodegenerative Diseases, Alzheimer's Disease +13

A prefrontal network integrates preferences for advance information about uncertain rewards and punishments

Ahmad Jezzini, Ethan S. Bromberg-Martin, Lucas R. Trambaiolli et al. · Neuron · 2021 · 73 citations · Full text

Cognitive Science, Behavioral Sciences, Behavioral Decision Making +13

EEG amplitude modulation analysis for semi-automated diagnosis of Alzheimer’s disease

Tiago H. Falk, Francisco J. Fraga, Lucas R. Trambaiolli et al. · EURASIP Journal on Advances in Signal Processing · 2012 · 60 citations · Full text

EEG spectro-temporal modulation energy: A new feature for automated diagnosis of Alzheimer's disease

Lucas R. Trambaiolli, Tiago H. Falk, Francisco J. Fraga et al. · 2011 · 42 citations

Modulation Energy Features, Neurophysiological Biomarkers, Neural Network Classifier +21