Rosa Chaves

Publication Activity (10 Years)

Years Active: 2008-2013
Publications (10 Years): 0

Top Topics

Functional Brain

Disease Diagnosis

Fisher Discriminant

Association Rules

Top Venues

Expert Syst. Appl.

BMC Medical Informatics Decis. Mak.

Pattern Recognit. Lett.

Publications

Rosa Chaves, Javier Ramírez, J. M. Górriz
Integrating discretization and association rule-based classification for Alzheimer's disease diagnosis. Expert Syst. Appl. 40 (5) (2013)
Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, I. Álvarez Illán
Functional brain image classification using association rules defined over discriminant regions. Pattern Recognit. Lett. 33 (12) (2012)
Fermín Segovia, J. M. Górriz, Javier Ramírez, Diego Salas-Gonzalez, Ignacio Álvarez, Míriam López, Rosa Chaves
A comparative study of feature extraction methods for the diagnosis of Alzheimer's disease using the ADNI database. Neurocomputing 75 (1) (2012)
Rosa Chaves, Javier Ramírez, J. M. Górriz, Carlos García Puntonet
Association rule-based feature selection method for Alzheimer's disease diagnosis. Expert Syst. Appl. 39 (14) (2012)
Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, Fermín Segovia
Effective voxel selection method over FDG-PET database based on Association Rules. KES (2012)
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)
Fermín Segovia, Juan Manuel Górriz, Javier Ramírez, Rosa Chaves, I. Álvarez Illán
Automatic differentiation between controls and Parkinson's disease DaTSCAN images using a Partial Least Squares scheme and the Fisher Discriminant Ratio. KES (2012)
Rosa Chaves, Javier Ramírez, J. M. Górriz, Diego Salas-Gonzalez, Míriam López, I. Álvarez Illán, Fermín Segovia, Alberto Olivares
Effective Diagnosis of Alzheimer's Disease by Means of Distance Metric Learning. HAIS (1) (2011)
Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, Diego Salas-Gonzalez, Míriam López
Distance Metric Learning as Feature Reduction Technique for the Alzheimer's Disease Diagnosis. IWINAC (2) (2011)
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)
Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, I. Álvarez Illán, Fermín Segovia, Alberto Olivares
Effective Diagnosis of Alzheimer's Disease by Means of Distance Metric Learning and Random Forest. 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)
I. Álvarez Illán, J. M. Górriz, M. M. López, Javier Ramírez, Diego Salas-Gonzalez, Fermín Segovia, Rosa Chaves, Carlos García Puntonet
Computer aided diagnosis of Alzheimer's disease using component based SVM. Appl. Soft Comput. 11 (2) (2011)
Fermín Segovia, Javier Ramírez, Juan Manuel Górriz, Rosa Chaves, Diego Salas-Gonzalez, Míriam López, Ignacio Álvarez, Pablo Padilla, Carlos García Puntonet
Partial Least Squares for Feature Extraction of SPECT Images. HAIS (1) (2010)
Pablo Padilla, Juan Manuel Górriz, Javier Ramírez, Elmar Wolfgang Lang, Rosa Chaves, Fermín Segovia, Ignacio Álvarez, Diego Salas-Gonzalez, Míriam López
NMF-Based Analysis of SPECT Brain Images for the Diagnosis of Alzheimer's Disease. HAIS (1) (2010)
Diego Salas-Gonzalez, Juan Manuel Górriz, Javier Ramírez, Fermín Segovia, Rosa Chaves, Míriam López, I. Álvarez Illán, Pablo Padilla
Selecting Regions of Interest in SPECT Images Using Wilcoxon Test for the Diagnosis of Alzheimer's Disease. HAIS (1) (2010)
Rosa Chaves, Javier Ramírez, Juan Manuel Górriz, Míriam López, Diego Salas-Gonzalez, I. Álvarez Illán, Fermín Segovia, Pablo Padilla
Effective Diagnosis of Alzheimer's Disease by Means of Association Rules. HAIS (1) (2010)
Javier Ramírez, Juan Manuel Górriz, Fermín Segovia, Rosa Chaves, Diego Salas-Gonzalez, Míriam López, Ignacio Álvarez, Pablo Padilla
Early Alzheimer's disease diagnosis using partial least squares and random forests. ISBI (2010)
I. Álvarez Illán, Juan Manuel Górriz, Javier Ramírez, Diego Salas-Gonzalez, Míriam López, Pablo Padilla, Rosa Chaves, Fermín Segovia, Carlos García Puntonet
Exploring Symmetry to Assist Alzheimer's Disease Diagnosis. HAIS (1) (2010)
Javier Ramírez, Rosa Chaves, Juan Manuel Górriz, Ignacio Álvarez, Míriam López, Diego Salas-Gonzalez, Fermín Segovia
Functional Brain Image Classification Techniques for Early Alzheimer Disease Diagnosis. IWINAC (2) (2009)
Javier Ramírez, Rosa Chaves, Juan Manuel Górriz, Míriam López, Diego Salas-Gonzalez, Ignacio Álvarez, Fermín Segovia
SPECT Image Classification Techniques for Computer Aided Diagnosis of the Alzheimer Disease. IWANN (1) (2009)
Javier Ramírez, Rosa Chaves, Juan Manuel Górriz, Ignacio Álvarez, Diego Salas-Gonzalez, Míriam López, Fermín Segovia
Effective Detection of the Alzheimer Disease by Means of Coronal NMSE SVM Feature Classification. ISNN (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)