Publications in collaboration with researchers from KU Leuven (13)

2012

  1. Quantifying brain tumor tissue abundance in HR-MAS spectra using non-negative blind source separation techniques

    Journal of Chemometrics, Vol. 26, Núm. 7, pp. 406-415

2011

  1. Ex vivo high resolution magic angle spinning metabolic profiles describe intratumoral histopathological tissue properties in adult human gliomas

    Magnetic Resonance in Medicine, Vol. 65, Núm. 2, pp. 320-328

  2. Fusing in vivo and ex vivo NMR sources of information for brain tumor classification

    Measurement Science and Technology, Vol. 22, Núm. 11

2010

  1. Incorporating in vivo and ex vivo NMR sources of information for modeling robust brain tumor classifiers

    2010 IEEE International Conference on Imaging Systems and Techniques, IST 2010 - Proceedings

  2. Non-negative blind source separation techniques for tumor tissue typing using HR-MAS signals

    2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10

2009

  1. Differentiation between brain metastases and glioblastoma multiforme based on MRI, MRS and MRSI

    Proceedings - IEEE Symposium on Computer-Based Medical Systems

  2. HealthAgents: Distributed multi-agent brain tumor diagnosis and prognosis

    Applied Intelligence, Vol. 30, Núm. 3, pp. 191-202

  3. Multiproject-multicenter evaluation of automatic brain tumor classification by magnetic resonance spectroscopy

    Magnetic Resonance Materials in Physics, Biology and Medicine, Vol. 22, Núm. 1, pp. 5-18

2008

  1. Combining HR-MAS and in vivo MRI and MRSI information for robust brain tumor recognition

    IFMBE Proceedings

  2. Differentiation between brain metastasis and glioblastoma using MRI and two-dimensional turbo spectroscopic imaging data

    IFMBE Proceedings

  3. Fast nosological imaging using canonical correlation analysis of brain data obtained by two-dimensional turbo spectroscopic imaging

    NMR in Biomedicine, Vol. 21, Núm. 4, pp. 311-321

2007

  1. Quantification and classification of high-resolution magic angle spinning data for brain tumor diagnosis

    Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

2006

  1. On the design of a web-based decision support system for brain tumour diagnosis using distributed agents

    Proceedings - 2006 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT 2006 Workshops Proceedings)