Data mining process for identification of non-spontaneous saccadic movements in clinical electrooculography

RA Becerra-García, RV García-Bermúdez… - Neurocomputing, 2017 - Elsevier
In this paper we evaluate the use of the machine learning algorithms Support Vector
Machines (SVM), K-Nearest Neighbors (KNN) and Classification and Regression Trees …

Technology for processing saccadic electrooculograms in people with Spinocerebellar Ataxia type 2

RA Becerra-García - 2022 - riuma.uma.es
Este trabajo presenta el desarrollo de una tecnología que procesa los registros de
movimiento del ojo humano de forma totalmente automática. También tiene un fuerte …

Evaluation of the differentiation of noisy electrooculographic records using continuous wavelet transform

R Garcia-Bermudez, F Rojas, G Demera… - … : 5th International Work …, 2017 - Springer
The differentiation of signals in presence of noise results complicated, due to the
amplification effect of the traditional methods. In this work we do a preliminary evaluation of …

Automatic glissade determination through a mathematical model in electrooculographic records

C Velázquez-Rodríguez, R García-Bermúdez… - … on Bioinformatics and …, 2017 - Springer
The glissadic overshoot is characterized by an unwanted type of movement known as
glissades. The glissades are a short ocular movement that describe the failure of the neural …