De Grupo de Inteligencia Computacional (GIC)
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Maite Termenón

Maite Termenon
  • Contact: maite.termenon[AT] ehu [DOT] es
  • Phone number: (+0034) 943 01 8047
  • Postal address:
    • Att: Maite Termenón
    • Grupo de Inteligencia Computacional
    • Fac. Informática, Lab. 307
    • Universidad del País Vasco (UPV/EHU)
    • Paseo Manuel Lardizabal 1 - 20018 Donosti - Spain

Personal Data

  • Currently: PhD Student in the Computational Intelligence Group of the Computer Science and Artificial Intelligence department - University of the Basque Country
Diploma of Advanced Studies (DEA) - Ontologies applied to spatial structures design.
  • Bioengineering Postgrade - Technical University of Cataluña, Barcelona.
  • Bachelor in Industrial Engineering, Specialized in Automation and Electronics (September 2004) - University of Deusto
  • Technical Industrial Engineering (September 2002) - University of Deusto
  • IEEE graduate student member Nº 91121135

Materiales de trabajo


Google Scholar


M. Termenon, M. Graña, A. Besga, J. Echeveste, J. M. Pérez and A. M. Gonzalez-Pinto
Diagnosis of Bipolar Disorder based on Principal Component Analysis and Support Vector Machines over the MRI deformation Jacobian
Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013
Advances in Intelligent Systems and Computing Volume 226, 2013, pp 569-578
Print ISBN: 978-3-319-00968-1, Online ISBN: 978-3-319-00969-8
ISSN 2194-5357
M. Termenon, D. Chyzhyk, M. Graña, A. Barros-Loscertales, and C. Avila
Cocaine Dependent Classification on MRI Data Extracting Features from Voxel Based Morphometry
J.M. Ferrandez et al. (Eds.): IWINAC 2013, Part II, LNCS 7931, pp. 140--148. Springer, Heidelberg (2013)
Print ISBN: 978-3-642-38621-3, Online ISBN: 978-3-642-38622-0
ISSN 0302-9743


M. Termenon, M. Graña, A. Barrós-Loscertales, C. Ávila
"Extreme Learning Machines for feature selection and classification of cocaine dependent patients on structural MRI data"
International Symposium on Extreme Learning Machines 2012 (Accepted for publication).
M. Termenon, M. Graña, A. Besga, J. Echeveste, A. Gonzalez-Pinto
"Lattice Independent Component Analysis feature selection on Diffusion Weighted Imaging for Alzheimer’s Disease Classification"
Neurocomputing JCR(2011) 1.580 [1].
M. Termenon, E. Fernández, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
"Impact of Analysis Circularity: a Case Study in Cocaine Adicction detection on MRI"
KES 2012 [2]. (Accepted for publication).
A. Besga, M. Termenon, M. Graña, J. Echeveste, J. M. Perez, A. Gonzalez-Pinto
"Discovering Alzheimer's disease and bipolar disorder white matter effects building computer aided diagnostic systems on brain diffusion tensor imaging features" [3].
Neuroscience Letters, Volume 520, Issue 1, 27 June 2012, Pages 71–76.
M. Termenon, M. Graña, A. Barrós-Loscertales, J. C. Bustamante, C. Ávila.
"Cocaine Dependent Classification using Brain Magnetic Resonance Imaging"
7th International Conference on Hybrid Artificial Intelligence Systems.
Special session on Hybrid Computational Intelligence and Lattice Computing for Image and Signal Processing. Salamanca, Spain. March 28-30, 2012.
M. Termenon, M. Graña
"A two stage sequential ensemble applied to the classification of Alzheimer's Disease based on MRI features" [4]
Neural Processing Letters (2012) 35(1): 1-12
JCR (2010) 1.088


M. Graña, M. Termenon, A. Savio, A. Gonzalez-Pinto, J. Echeveste, J. M. Pérez, A. Besga
"Computer Aided Diagnosis system for Alzheimer Disease using brain Diffusion Tensor Imaging features selected by Pearson’s correlation"
Neuroscience letters, Volume 502, Issue 3, 20 September 2011, Pages 225-229 on line
Index of Impact JCR (2010) 2.055
M. Termenon, A. Besga, J. Echeveste, A. Gonzalez-Pinto, M. Graña
"Alzheimer Disease Classification on Diffusion Weighted Imaging features"
Jose Mira Student best paper Award in Bioinspired Application.
Proceedings of the IWINAC 2011, La Palma, Spain. May 30-June 3, 2011.
Lecture Notes in Computer Science, 2011, Volume 6687/2011, 120-127, DOI: 10.1007/978-3-642-21326-7_14
José Manuel Ferrández, José Ramón Álvarez Sánchez, Félix de la Paz and F. Javier Toledo (eds)
ISBN 978-3-642-21325-0
M. Termenon, M. Graña
"Further results on Alzheimer Disease Detection on structural MRI features"
International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2011), Salamanca, Spain. 6-8th April, 2011.


A. Savio, J. Charpentier, M. Termenón, A. K. Shinn, M. Graña
"Neural classifiers for schizophrenia diagnostic support on diffusion imaging data"
Neural Network World 20(7):935-949 [5]
ISI JCR 2009: 0.475
D. Chyzhyk, M. Termenón, A. Savio
A Comparison of VBM Results by SPM, ICA and LICA
Hybrid Artificial Intelligence Systems, 5th International Conference / HAIS 2010, San Sebastián, Spain, June 23-25, 2010. Proceedings, Part II
Emilio Corchado and Manuel Graña Romay and Alexandre Manhaes Savio, LNCS 6077, Springer Verlag 2010, pp. 429-435
ISBN: 978-3-642-13802-7
DOI 10.1007/978-3-642-13803-4_53


Toro, C; Termenón, M; Posada, J; Oyarzun, J.; Falcón J.
"Ontology supported adaptive User Interfaces for Structural CAD Design"
Digital Enterprise Technology: Perspectives and Future Challenges / DET 2006
Pedro Filipe Cunha; Paul G. Maropoulos, Springer US, 2007 pp 283-290
ISBN: 978-0-387-49864-5
DOI: 10.1007/978-0-387-49864-5_33


Toro, C; Posada, J; Termenon, M; Oyarzun, J.; Falcón, J
"Knowledge based Tools to Support the Structural Design Process"
Lecture Notes in Computer Science, Knowledge-Based Intelligent Information and Engineering Systems / KES 2006
Vol. 4251, Springer Berlin, 2006, pp 679-686.
ISBN 978-3-540-46535-5
DOI 10.1007/11892960_82

Work Experience

  • April/2011 - ... Computational Intelligence Group, Basque Country University, San Sebastián, Spain.
Position: PhD Candidate.
Summary: Research on Computer Aided Diagnosis (CAD) Tools applying Machine Learning algorithms to brain Magnetic Resonance Imaging (MRI).

  • June/2007 - January/2010 - SEDECAL, Algete, Madrid, Spain.
Position: Software Engineer, R&D Department.
Summary: Software responsable of Veterinary radiographic systems: user interface programming, CAN Communications and Windows messages (VB6 and .NET), testing and “starting-up” of sytems and installations. Training and support to workers and technical support staff.

  • December/2006 - June/2007 - ACCIONA INFRAESTRUCTURAS, Madrid, Spain.
Position: Engineer, TICs area, Ambient Inteligence Group.
Summary: National and European project management on domotic, wired and wireless sensor networks and RFID technology. Proposal and justification development for R&D projects subvention.

  • October/2005 - November/2006 - VICOMTech, San Sebastián, Spain
Position: Bask Government Researching Grant, Industrial Application department.
Summary: Semantic aspects exploitation of structures in computer aided design (VB6 and C++ ARX). Proposal and justification development for R&D project subvention.

  • November/2004 - May/2005 - BALDOR UK, Bristol, United Kingdom.
Position: Leonardo Da Vinci Program, Internship.
Summary: Design (AutoCAD), development and programming (MINT) of six axis robot.


  • February 16th-18th, 2011 - SPM Course, University of Zurich, Switzerland - SPM Course 2011 - Statistical Parametric Mapping
  • July 4th-8th, 2011 - International Summer Course on Medical Imaging using Bio-inspired and Soft Computing, European Centre of Soft Computing, Mieres, Spain - - MIBISOC 2011


  • Desarrollo basado en software libre de técnicas morfométricas de anatomía computacional para estudio de enfermedades neurodegenerativas [6]
  • Investigador principal: Manuel Graña Romay
  • Acronimo: SOFLIMRI
  • Entidad financiadora: SAIOTEK
  • Duracion: 2009-2010
  • Participación: miembro del equipo de investigación

  • Ambientes Inteligentes para la Vida Independiente
  • Investigador principal: José Luis Burón Martínez
  • Acronimo: AIVI
  • Entidad financiadora: MITYC
  • Duracion: 2006-2009
  • Participación: miembro del equipo de investigación

  • Sistemas Inteligentes de Gestión Energética
  • Acronimo: SIGE
  • Entidad financiadora: MITYC
  • Duracion: 2006-2008
  • Participación: Investigadora principal por parte de Acciona

  • Enabling Community Communications – Platforms and Applications – phase 2
  • Acronimo: EnComPAs-2
  • Entidad financiadora: MITYC (Celtic Label)
  • Duracion: 2007-2009
  • Participación: Investigadora principal por parte de Acciona

  • Diseño y desarrollo de herramientas semánticas y 3D interactivas para el modelado CAD y la verificación de estructuras espaciales.
  • Investigador principal: Álvaro Segura Lasa
  • Acronimo: MiroView
  • Entidad financiadora: INTEK-Gobierno Vasco
  • Duracion: 2004-2005
  • Participación: miembro del equipo de investigación

Research Areas

  • Pattern recognition applied to medical images
  • Brain medical image processing
  • Computational techniques for DTI
  • Porting SPM from Matlab into Scilab

Current readings


  • Statistical Parametric Mapping - William D. Penny (Editor), Karl J. Friston (Editor), John T. Ashburner (Editor), Stefan J. Kiebel (Editor), Thomas E. Nichols (Editor)

Congresos y revistas objetivo


1- Journal of Magnetic Resonance Imaging

2- Medical Image Analysis

3- IEEE Transactions of Medical Imaging

4- Magnetic Resonance in Medicine

Otras revistas


Pending Tasks

  • Multivariate Analysis
  • Multimodal Registration

Estado burocrático de la tesis

Diploma de Estudios Avanzados aprobado
Tesis Inscrita

Some interesting offtopics

Julio Cortázar - - Julio