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This project was funded by:
Universidad de Jaén Junta de Andalucía
Caja Rural de Jaén Fondos F.E.D.E.R.

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Related Publications

The software 3D Fractal Dimension has been licensed to the company Health Engineering, SL.
For any information please contact the company by e-mail at hello@fractalmed.com

Scientific Publications
  • Book Chapters:
  • J. Ruiz de Miras, J. Jiménez
    Methodology to Increase the Computational Speed to Obtain the Fractal Dimension Using GPU Programming
    In The Fractal Geometry of the Brain, Springer Series in Computational Neuroscience. Antonio Di Ieva (Ed.). September 2016. Link

  • Journals:
  • J. Jiménez, A.M. López, J. Cruz, F.J. Esteban, J. Navas, P. Villoslada, J. Ruiz de Miras.
    A Web Platform for the Interactive Visualization and Analysis of the 3D Fractal Dimension of MRI Data.
    Journal of Biomedical Informatics, 51: 176-190. October 2014. Link

    J. Jiménez, J. Ruiz de Miras.
    Box-counting algorithm on GPU and multi-core CPU: an OpenCL cross-platform study.
    The Journal of Supercomputing, 65(3): 1327-1352. September 2013. Link

    J. Jiménez, J. Ruiz de Miras.
    Fast Box-Counting Algorithm on GPU.
    Computer Methods and Programs in Biomedicine, 108(3): 1229-1242. December 2012. Link

    J. Jiménez, J. Ruiz de Miras.
    Three-Dimensional Thinning Algorithms on Graphics Processing Units and Multi-core CPUs.
    Concurrency and Computation: Practice and Experience, 24(14):1551-1571, September 2012. Link

    J. Ruiz De Miras, J. Navas, P. Villoslada, and F.J. Esteban.
    UJA-3DFD: A Program to Compute the 3D Fractal Dimension from MRI Data.
    Computers Methods and Programs in Biomedicine, 104(3):452 - 460, December 2011. Link

    F.J. Esteban, N. Padilla, M. Sanz-Cortés, J. Ruiz de Miras, N. Bargalló, P. Villoslada and E. Gratacós.
    Fractal dimension analysis detects cerebral changes in preterm infants with and without intrauterine growth restriction.
    NeuroImage, 53:1225 - 1232, 2010 Link

    F.J. Esteban, J. Sepulcre, J. Ruiz de Miras, J. Navas, N. Vélez de Mendizabal, J. Goñi, J. M. Quesada, B. Bejarano, and P. Villoslada.
    Fractal dimension analysis of grey matter in multiple sclerosis.
    Journal of the Neurological Sciences, 282(3):67 - 71, 2009. Link


  • Conferences:
  • J. Jiménez, J. Cruz de la Torre, J. Ruiz de Miras.
    High performance 3D visualization on the Web: a biomedical case study.
    IWBBIO13 - International Work-Conference on Bioinformatics and Biomedical Engineering (2013). Granada (Spain). 2013.

    J. Cruz de la Torre, J. Jiménez Ibáñez, A.M. López Estrella, J. Ruiz de Miras.
    WebGL-based visualization of voxelized brain models.
    CEIG - Spanish Computer Graphics Conference (2012). Jaén (Spain). 2012.

    J. Jiménez , J. Ruiz de Miras.
    GPU Optimization and Performance Analysis of a 3D Curve-skeleton Generation Algorithm.
    In Proc. of VII International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2012). Rome (Italy). 2012. Work published as a book chapter here.

    J. Jiménez , A.M. López, F.J. Esteban, J. Navas, P. Villoslada, J. Ruiz de Miras.
    A software platform to analyze MR images based on 3D fractal dimension: application in neurodegenerative diseases.
    In Proc. of V International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2012). Vilamoura (Portugal). 2012.

    J. Ruiz de Miras, J. Jiménez, J. Navas, P. Villoslada, A.L. García, F.J. Esteban.
    3D fractal dimension in medical imaging: successful experiences and new challenges.
    In Proc. of Computer Graphics International (CGI 2011). Ottawa (Canada). 2011.

    J. Ruiz de Miras, J. Jiménez, J. Navas, P. Villoslada, F.J. Esteban.
    Desarrollo de una Plataforma Software de Cálculo de la Dimensión Fractal 3D de Imágenes de Resonancia Magnética Cerebrales: Aplicación en Enfermedades Neurodegenerativas.
    In Proc. of XIV Congreso Nacional de Informática de la Salud – INFORSALUD 2011. Madrid (Spain). 2011.

    N. Padilla, E. Gratacós-Solsona, M. Sanz Cortés, J. Ruiz de Miras, P. Villoslada, F. J. Esteban.
    Fractal dimension of the Brain in premature infants with Intrauterine Growth Restriction.
    In Proc. of 16th Annual Meeting of the Organization for Human Brain Mapping. Barcelona (Spain). 2010.

    P. Villoslada, J. Ruiz de Miras, J. Sepulcre, J. Navas, N. Vélez de Mendizábal, J. Goñi, F. J. Esteban.
    Fractal dimension detects grey/white matter interface changes in multiple sclerosis.
    In Proc. of 16th Annual Meeting of the Organization for Human Brain Mapping. Barcelona (Spain). 2010.

    F. J. Esteban, P. Villoslada, J. Ruiz de Miras, N. Vélez de Mendizábal, J. Navas, J. Goñi, J. Sepulcre.
    Fractal dimension changes in the grey matter of the normal aging brain and in Alzheimer disease.
    In Proc. of 16th Annual Meeting of the Organization for Human Brain Mapping. Barcelona (Spain). 2010.


    Appearances on TV news

    Advertising spot "Andalucía is... Health". November 2011 (in spanish): http://gggj.ujaen.es/multimedia/133_FRACTALMED.mp4

    “Canal Sur” News. June 2009 (in spanish): http://gggj.ujaen.es/multimedia/NoticiasCanalSur_22-06-2009.mp4