Manuel Gómez-Río

Publication Activity (10 Years)

Years Active: 2008-2021
Publications (10 Years): 4

Top Topics

Empirical Mode Decomposition

Diagnostic Process

Early Diagnosis

Ensemble Learning

Top Venues

Expert Syst. Appl.

BMC Medical Informatics Decis. Mak.

Publications

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
Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities. Inf. Fusion 66 (2021)
Fermín Segovia, Javier Ramírez, Diego Castillo-Barnes, Diego Salas-Gonzalez, Manuel Gómez-Río, P. Sopena-Novales, Christophe Phillips, Yudong Zhang, J. M. Górriz
Multivariate analysis of dual-point amyloid PET intended to assist the diagnosis of Alzheimer's disease. Neurocomputing 417 (2020)
Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Francisco Jesús Martínez-Murcia, Diego Castillo-Barnes, R. Sanchez-Vano, P. Sopena-Novales, Manuel Gómez-Río
Using Early Acquisitions of Amyloid-PET as a Surrogate of FDG-PET: A Machine Learning Based Approach. PRNI (2018)
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
Tree-Based Ensemble Learning Techniques in the Analysis of Parkinsonian Syndromes. MIUA (2017)
M. M. López, J. M. Górriz, Javier Ramírez, Manuel Gómez-Río, J. Verdejo, Jorge Vas
Component-based technique for determining the effects of acupuncture for fighting migraine using SPECT images. Expert Syst. Appl. 40 (1) (2013)
Javier Ramírez, J. M. Górriz, Diego Salas-Gonzalez, A. Romero, Míriam López, Ignacio Álvarez, Manuel Gómez-Río
Computer-aided diagnosis of Alzheimer's type dementia combining support vector machines and discriminant set of features. Inf. Sci. 237 (2013)
A. Rojas, J. M. Górriz, Javier Ramírez, Ignacio Álvarez Illán, Francisco Jesús Martínez-Murcia, Andrés Ortiz, Manuel Gómez-Río, M. Moreno-Caballero
Application of Empirical Mode Decomposition (EMD) on DaTSCAN SPECT images to explore Parkinson Disease. Expert Syst. Appl. 40 (7) (2013)
Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, Ignacio Álvarez Illán, Manuel Gómez-Río, Cristobal Carnero
Effective diagnosis of Alzheimer's disease by means of large margin-based methodology. BMC Medical Informatics Decis. Mak. 12 (2012)
Míriam López, Javier Ramírez, Juan Manuel Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Fermín Segovia, Rosa Chaves, Pablo Padilla, Manuel Gómez-Río
Principal component analysis-based techniques and supervised classification schemes for the early detection of Alzheimer's disease. Neurocomputing 74 (8) (2011)
I. Álvarez Illán, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez, M. M. López, Fermín Segovia, Rosa Chaves, Manuel Gómez-Río, Carlos García Puntonet
F-FDG PET imaging analysis for computer aided Alzheimer's diagnosis. Inf. Sci. 181 (4) (2011)
Francisco Jesús Martínez-Murcia, Diego Salas-Gonzalez, J. M. Górriz, Javier Ramírez, Carlos García Puntonet, Manuel Gómez-Río
Analysis of Spect Brain Images Using Wilcoxon and Relative Entropy Criteria and Quadratic Multivariate Classifiers for the Diagnosis of Alzheimer's Disease. IWINAC (2) (2011)
Míriam López, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez, Rosa Chaves, Manuel Gómez-Río
SVM with Bounds of Confidence and PLS for Quantifying the Effects of Acupuncture on Migraine Patients. HAIS (1) (2011)
Míriam López, Javier Ramírez, Juan Manuel Górriz, Rosa Chaves, Manuel Gómez-Río
A Quantitative Study on Acupuncture Effects for Fighting Migraine Using SPECT Images. IWINAC (2) (2011)
Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Ignacio Álvarez, Míriam López, Fermín Segovia, Manuel Gómez-Río
Skewness as feature for the diagnosis of Alzheimer's disease using SPECT images. ICIP (2009)
Míriam López, Javier Ramírez, Juan Manuel Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Fermín Segovia, Manuel Gómez-Río
Support Vector Machines and Neural Networks for the Alzheimer's Disease Diagnosis Using PCA. IWINAC (2) (2009)
Javier Ramírez, Juan Manuel Górriz, Manuel Gómez-Río, A. Romero, Rosa Chaves, A. Lassl, A. Rodríguez, Carlos García Puntonet, Fabian J. Theis, Elmar Wolfgang Lang
Effective Emission Tomography Image Reconstruction Algorithms for SPECT Data. ICCS (1) (2008)