Usuario:Alexsavio

Alexandre Manhães Savio

Contact: alexandre.manhaes__at__ehu.es

Studies

Engineer in Computer Science (October 2006) - University of the Basque Country

Currently: PhD Student in the Computational Intelligence Group of the Computer Science and Artificial Intelligence department - University of the Basque Country

Work Experience

April/2007 - January/2008 - Software Engineer in InnovaeVision, San Sebastián, Guipúzcoa, Spain.

Java, Spring Framework, Hibernate, C/C++, GTK+, Cairo graphics, DirectFB

July/2004 - April/2007 - Software Engineer in JADE Systems S.L., Zizur Mayor, Navarra, Spain.

C/C++, C++ Borland Builder 6, GUI design, Programming language parser (ANTLR), GNU/Linux Systems administration

Courses

July 7th-11th, 2008 - AERFAI Summer School - PRMA'08 - Pattern Recognition for Motion Analysis in the Computer Vision Center of the Universidad Autónoma de Barcelona.

July 1st-12th, 2009 - Athinoula A. Martinos Center for Biomedical Imaging, Boston, MA - Two-Week Multi-Modality Short Course

May 31st - June 4th, 2010 - FSL Course organised by FMRIB, Oxford, the Martinos Center, MGH and Heidelberg & Würzburg Universities in Heidelberg, Germany.

Publications

BibTex File

2011

Deformation features

2010

Alexandre Savio; Maria T Garcia-Sebastian; Darya Chyzhyk; Carmen Hernandez; Manuel Grana; Andone Sistiaga; Adolfo Lopez de Munain; Jorge Villanua: Neurocognitive disorder detection based on Feature Vectors extracted from VBM analysis of structural MRI; Computers in Biology and Medicine (accepted with revisions); Indice de Impacto JCR (2009) 1.269

Alexandre Savio, Juliette Charpentier, Maite Termenón, Ann K. Shinn, Manuel Graña

Neural classifiers for schizophrenia diagnostic support on diffusion imaging data slides

Neural Network World 20(7):935-949 [1].

ISI JCR 2009: 0.475

Data:

Post-processed subjects: part 1, part 2 and part 3
Correlation values: part 1, part 2 and part 3
Feature masks
Features vectors

Data extracted from the NAMIC: Brain Multimodality database.

Darya Chyzyk, Maite Termenón, Alexandre 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

2009

Maite García-Sebastián, Alexandre Savio, Manuel Graña, Jorge Villanúa: On the use of Morphometry based features for Alzheimer's Disease detection on MRI; Bio-Inspired Systems: Computational and Ambient Intelligence. / IWANN 2009 (Part I); Joan Cabestany, Francisco Sandoval, Alberto Prieto, Juan M. Corchado (Editors), LNCS 5517, Springer Verlag 2009, pp. 957-964; ISBN 978-3-642-02477-1; DOI 10.1007/978-3-642-02478-8_120; Data:; List of 98 OASIS females

Alexandre Savio, Maite García-Sebastián, Manuel Graña, Jorge Villanúa: Results of an Adaboost approach on Alzheimer's Disease detection on MRI; Methods and Models in Artificial and Natural Computation. / IWINAC 2009 (Part II); José Mira, José Manuel Ferrández, José R. Álvarez, Félix de la Paz, F. Javier Toledo (Editors), LNCS 5602, Springer Verlag 2009, pp. 114-123; ISBN 978-3-642-02266-1; DOI 10.1007/978-3-642-02267-8_13; Data:; List of 98 OASIS females

Alexandre Savio, Maite García-Sebastián, Carmen Hernández, Manuel Graña, Jorge Villanúa: Classification Results of Artificial Neural Networks for Alzheimer's Disease Detection; Intelligent Data Engineering and Automated Learning - IDEAL 2009; LNCS 5788, Springer Verlag 2009, pp. 641-648; ISBN: 978-3-642-04393-2; DOI: 10.1007/978-3-642-04394-9_78; Data:; List of 98 OASIS females

2008

Maite García-Sebastián, A. M. Savio, M. Graña.: Comments on an Evolutionary Intensity Inhomogeneity Correction Algorithm [2]; Proceedings CEC 2008, pp.4146-4150; ISBN 978-1-4244-1822-0

Alexandre Manhaes Savio: Brain Image Registration - Capítulo de libro en las Actas de las II Jornadas de Inteligencia Computacional - JIC'08; Ramón Moreno Jiménez, Alexandre Manhaes Savio (Editors); Servicio editorial de la UPV/EHU.; ISBN 978-84-296-2316-1

Projects

SAIOTEK 2009

SAIOTEK 2008

Desarrollo de métodos y técnicas de análisis de imagen de resonancia magnética cerebral en el ámbito del software libre para estudio de enfermedades neurodegenerativas (BRAINER) [3]
Investigadora principal: Carmen Hernandez Gomez
Entidades: Ciencias de la Computación e Inteligencia Artificial (UPV/EHU), Fundación Vasca de Innovación e Investigación Sanitaria/B+I+O (Eusko Fundazioa), Departamento de Neurociencia (UPV/EHU)
Año Solicitud: 2.008 Fecha entrada: 19/02/09

Programa "Red guipuzcoana de Ciencia, Tecnología e Innovación" Gipuzkoako Foru Aldundia/Diputación Foral de Guipúzcoa

Detección preclínica del Alzheimer mediante Neuroimagen [4]
Referencia: OF145/2007
Investigadora principal: Maite García-Sebastián
Organismo: Universidad del País Vasco
Duración: 1 año

SAIOTEK 2007

Desarrollo de técnicas de análisis de imágenes de Resonancia Magnética con aplicación en el diagnóstico preclínico de la enfermedad de Alzheimer [5], [6]
Referencia: S-PR07UN02
Investigadora principal: Maite García-Sebastián
Entidades participantes: UPV/EHU-Departamento de CCIA, Osatek-Gipuzkoa.
Duración: 2 años

Otros proyectos del grupo [7]

Research Areas

Pattern recognition applied to medical images
Brain medical image processing
Gesture recognition systems

Research Questions

Mutual information non linear registration procedures.

Steps of cortical surface registration. Cortical topology reconstruction.

Tensor-based Morphometry

Applications of Lattice-Computing on Probabilistic Tractography?

Pending Tasks

ITK, ANTS...
OpenMP and MPI
Multivariate Analysis
Meditate

Conferences

"I love deadlines. I especially like the whooshing sound they make as they go flying by." - Douglas Adams

Coming...

Current readings

Books

Human Brain Function 2nd edition - J Ashburner, K Friston and W Penny PDF completo

Medical Image Registration - by Joseph V. Hajnal (Editor), Derek L.G. Hill (Editor), David J. Hawkes (Editor)

Splines - A perfect Fit for Signal and Image Processing

Insight Into Images

Numerical Methods for Image Registration - [8]

  @book{mcconnell_applications_1960,
        title = {Applications of Tensor Analysis},
        isbn = {0486603733},
        publisher = {Dover Publications},
        author = {A. J. {McConnell}},
        month = jun,
        year = {1960}
       }