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Home > VIII Latin American Conference on Biomedical Engineering and XLII National Conference on Biomedical Engineering: Proceedings of CLAIB-CNIB 2019, October 2-5, 2019, Cancún, México > Hand Movement Detection from Surface Electromyography Signals by Machine Learning Techniques
VIII Latin American Conference on Biomedical Engineering and XLII National Conference on Biomedical Engineering: Proceedings of CLAIB-CNIB 2019, October 2-5, 2019, Cancún, México |
César A. González Díaz; Christian Chapa González; Eric Laciar Leber; Hugo A. Vélez; Norma P. Puente; Dora-Luz Flores; Adriano O. Andrade; Héctor A. Galván; Fabiola Martínez; Renato García; Citlalli J. Trujillo; Aldo R. Mejía
Springer International Publishing
VIII Latin American Conference on Biomedical Engineering and XLII National Conference on Biomedical Engineering: Proceedings of CLAIB-CNIB 2019, October 2-5, 2019, Cancún, México
Hand Movement Detection from Surface Electromyography Signals by Machine Learning Techniques
Authors

Jose Alejandro Amezquita-Garcia; Miguel Enrique Bravo-Zanoguera; Felix Fernando González-Navarro; Roberto Lopez-Avitia

ARI Id

1665216018975_5402780

Access

Not Available Free

Pages

218-227

DOI

10.1007/978-3-030-30648-9_29

Chapter URL

https://rd.springer.com/chapter/10.1007/978-3-030-30648-9_29

Table of Contents of Book
Showing 1 to 20 of 210 entries
Chapters/HeadingsAuthor(s)PagesInfo
Front Matter
i-xlii
Front Matter
1-1
EEG-PML: A Software for Processing and Machine Learning Analysis of EEG Signals
Lluvia Gwendolyn Alvarado-Robles; Carlos Miguel Munguia-Nava; Israel Román-Godínez; Ricardo Antonio Salido-Ruiz; Sulema Torres-Ramos
3-11
Performance Evaluation of Average Methods in the Time Domain Using Quality Measures for Automatic Detection of Evoked Potentials
Idileisy Torres-Rodríguez; Carlos Ariel Ferrer-Riesgo; Martha Madyuri Pérez de Morales Artiles; Alberto Taboada-Crispi
12-20
Analysis of the Maternal Cardio-Electrohysterographic Coupling During Labor by Bivariate Phase-Rectified Signal Averaging
Cinthia Gabriela Esquivel-Arizmendi; Claudia Ivette Ledesma-Ramírez; Adriana Cristina Pliego-Carillo; Juan Carlos Echeverría; Miguel Ángel Peña-Castillo; Gustavo Pacheco-López et al.
21-27
Capture of the Voluntary Motor Intention from the Electromyography Signal
Leandro Alexis Hidalgo Torres; Yanexy San Martín Reyes; Juan David Chailloux Peguero
28-36
Early Prediction of Weight at Birth Using Support Vector Regression
Oliver Campos Trujillo; Jorge Perez-Gonzalez; Verónica Medina-Bañuelos
37-41
Algorithm to Quantify Maximum Isometric Voluntary Contraction in Subjects with Osteoporosis
Angel Gallegos Ledezma; Ivett Quiñones Uriostegui; Virginia Bueyes-Roiz; Rafael Zepeda Mora
42-46
Prediction of Breast Cancer Diagnosis by Blood Biomarkers Using Artificial Neural Networks
Balam Benítez-Mata; Carlos Castro; Rubén Castañeda; Eunice Vargas; Dora-Luz Flores
47-55
Measuring Periodicity Perturbations in Pathological Voice: General-Purpose Software vs. Custom-Tailored Methods
Reinier Rodríguez-Guillén; Carlos A. Ferrer-Riesgo
56-62
Estimation of Heart Rate and Respiratory Rate via Blind Estimation from Smartphone-Based Contact Image Photoplethysmography
Rodrigo García-López; Javier Benítez-Benítez; Daniel Ulises Campos-Delgado; Bersaín A. Reyes
63-70
Characterization of Forearm Electromyographic Signals for Automatic Classification of Wrist Movements
Milagros G. Salazar-Medrano; Bersaín A. Reyes; Marco Mendoza; Isela Bonilla
71-78
Correlation of EEG Brain Waves in a Time Perception Task
Sergio Rivera-Tello; Rebeca Romo-Vázquez; Julieta Ramos-Loyo
79-84
Estimation of Beta Burst Durations from Subthalamic Nucleus Local Field Potentials in Parkinson’s Disease Through Hilbert and Continuous Wavelets Transforms
Arnaldo Fim Neto; Julia Baldi De Luccas; Bruno Leonardo Bianquenti; Tiago Paggi Almeida; Maria Sheila Rocha; Takashi Yoneyama et al.
85-90
A Comparative Study of Time and Frequency Features for EEG Classification
Cesar Ortiz-Echeverri; Omar Paredes; J. Sebastian Salazar-Colores; Juvenal Rodríguez-Reséndiz; Rebeca Romo-Vázquez
91-97
Cortical Auditory Evoked Potentials Elicited by Spanish Words: An Equivalent Current Dipoles Clustering Study
Norma Castañeda-Villa; Pilar Granados-Trejo; Juan Manuel Cornejo-Cruz
98-103
Classification of Heart Health by LPC and MFCC Coefficients and Statistical Features
Manuel A. Soto-Murillo; Karen E. Villagrana Bañuelos; Julieta G. Rodriguez-Ruiz; Jared D. Salinas-González; Carlos E. Galván-Tejada; Hamurabi Gamboa-Rosales et al.
104-112
Nonlinear, Time-Varying and Frequency-Selective Analysis During the Orthostatic Challenge in Patients with Vasovagal Syncope
Laura E. Méndez-Magdaleno; Guadalupe Dorantes-Méndez; Sonia Charleston-Villalobos; Tomás Aljama-Corrales
113-120
Feature Selection and Machine Learning Applied for Alzheimer’s Disease Classification
Ana Gabriela Sánchez-Reyna; Carlos H. Espino-Salinas; Pablo C. Rodríguez-Aguayo; Jared D. Salinas-Gonzalez; Laura A. Zanella-Calzada; Elda Y. Martínez-Escobar et al.
121-128
Fuzzy Logic as a Control Strategy to Command a Deep Brain Stimulator in Patients with Parkinson Disease
Gabriel Martín Bellino; Carlos Rodolfo Ramirez; Alejandro Miguel Massafra; Luciano Schiaffino
129-137
Chapters/HeadingsAuthor(s)PagesInfo
Showing 1 to 20 of 210 entries
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