Manuel Gómez-Río

According to our database, Manuel Gómez-Río authored at least 16 papers between 2008 and 2021.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2021

Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities.

Juan Manuel Górriz, Carmen Jimenez-Mesa, Rafael Romero-Garcia, Fermín Segovia, Javier Ramírez, Diego Castillo-Barnes, Francisco Jesús Martínez-Murcia, Andrés Ortiz, Diego Salas-Gonzalez, Ignacio Álvarez Illán, Carlos García Puntonet, David López-García, Manuel Gómez-Río, John Suckling

Inf. Fusion, 2021

2020

Multivariate analysis of dual-point amyloid PET intended to assist the diagnosis of Alzheimer's disease.

Fermín Segovia, Javier Ramírez, Diego Castillo-Barnes, Diego Salas-Gonzalez, Manuel Gómez-Río, Pablo Sopena-Novales, Christophe Phillips, Yudong Zhang, J. M. Górriz

Neurocomputing, 2020

2018

Using Early Acquisitions of Amyloid-PET as a Surrogate of FDG-PET: A Machine Learning Based Approach.

Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Diego Castillo-Barnes, R. Sanchez-Vano, Pablo Sopena-Novales, Manuel Gómez-Río

Proceedings of the 2018 International Workshop on Pattern Recognition in Neuroimaging, 2018

2017

Tree-Based Ensemble Learning Techniques in the Analysis of Parkinsonian Syndromes.

Juan Manuel Górriz, Javier Ramírez, M. Moreno-Caballero, Francisco Jesús Martínez-Murcia, Andrés Ortiz, Ignacio A. Illán, Fermín Segovia, Diego Salas-Gonzalez, Manuel Gómez-Río

Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

2013

Computer-aided diagnosis of Alzheimer's type dementia combining support vector machines and discriminant set of features.

Javier Ramírez, J. M. Górriz, Diego Salas-Gonzalez, Alejandro Romero, Míriam López, Ignacio Álvarez, Manuel Gómez-Río

Inf. Sci., 2013

Application of Empirical Mode Decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson Disease.

A. Rojas, J. M. Górriz, Javier Ramírez, Ignacio Álvarez Illán, Francisco Jesús Martínez-Murcia, Andrés Ortiz, Manuel Gómez-Río, M. Moreno-Caballero

Expert Syst. Appl., 2013

Component-based technique for determining the effects of acupuncture for fighting migraine using SPECT images.

M. M. López, J. M. Górriz, Javier Ramírez, Manuel Gómez-Río, J. Verdejo, Jorge Vas

Expert Syst. Appl., 2013

2012

Effective diagnosis of Alzheimer's disease by means of large margin-based methodology.

Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, Ignacio Álvarez Illán, Manuel Gómez-Río, Cristobal Carnero

BMC Medical Informatics Decis. Mak., 2012

2011

¹⁸F-FDG PET imaging analysis for computer aided Alzheimer's diagnosis.

I. Álvarez Illán, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez, M. M. López, Fermín Segovia, Rosa Chaves, Manuel Gómez-Río, Carlos García Puntonet

Inf. Sci., 2011

Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease.

Míriam López, Javier Ramírez, Juan Manuel Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Fermín Segovia, Rosa Chaves, Pablo Padilla, Manuel Gómez-Río

Neurocomputing, 2011

Analysis of Spect Brain Images Using Wilcoxon and Relative Entropy Criteria and Quadratic Multivariate Classifiers for the Diagnosis of Alzheimer's Disease.

Francisco Jesús Martínez-Murcia, Diego Salas-Gonzalez, J. M. Górriz, Javier Ramírez, Carlos García Puntonet, Manuel Gómez-Río

Proceedings of the New Challenges on Bioinspired Applications, 2011

A Quantitative Study on Acupuncture Effects for Fighting Migraine Using SPECT Images.

Míriam López, Javier Ramírez, Juan Manuel Górriz, Rosa Chaves, Manuel Gómez-Río

Proceedings of the New Challenges on Bioinspired Applications, 2011

SVM with Bounds of Confidence and PLS for Quantifying the Effects of Acupuncture on Migraine Patients.

Míriam López, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez, Rosa Chaves, Manuel Gómez-Río

Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

2009

Support Vector Machines and Neural Networks for the Alzheimer's Disease Diagnosis Using PCA.

Míriam López, Javier Ramírez, Juan Manuel Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Fermín Segovia, Manuel Gómez-Río

Proceedings of the Bioinspired Applications in Artificial and Natural Computation, 2009

Skewness as feature for the diagnosis of Alzheimer's disease using SPECT images.

Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez, Míriam López, Fermín Segovia, Manuel Gómez-Río

Proceedings of the International Conference on Image Processing, 2009

2008

Effective Emission Tomography Image Reconstruction Algorithms for SPECT Data.

Javier Ramírez, Juan Manuel Górriz, Manuel Gómez-Río, Alejandro Romero, Rosa Chaves, A. Lassl, A. Rodríguez, Carlos García Puntonet, Fabian J. Theis, Elmar Wolfgang Lang

Proceedings of the Computational Science, 2008