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    Chapter and Conference Paper

    ONCOhabitats Glioma Segmentation Model

    ONCOhabitats is an open online service that provides a fully automatic analysis of tumor vascular heterogeneity in gliomas based on multiparametric MRI. Having a model capable of accurately segment pathologica...

    Javier Juan-Albarracín, Elies Fuster-Garcia… in Brainlesion: Glioma, Multiple Sclerosis, S… (2020)

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    Chapter and Conference Paper

    An Online Platform for the Automatic Reporting of Multi-parametric Tissue Signatures: A Case Study in Glioblastoma

    Glioblastomas are infiltrative and deeply invasive neoplasms characterized by high vascular proliferation and diffuse margins. As a consequence, this lesion presents a high degree of heterogeneity that require...

    Javier Juan-Albarracín, Elies Fuster-Garcia… in Brainlesion: Glioma, Multiple Sclerosis, S… (2016)

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    Chapter

    Brain Tumor Classification Using Magnetic Resonance Spectroscopy

    The systematic compilation of Magnetic Resonance Spectroscopy (MRS) has allowed the application of statistical and signal processing techniques to analyze the contribution of metabolites and other compounds in...

    Juan M. García-Gómez in Tumors of the Central Nervous system, Volume 3 (2011)

  4. No Access

    Chapter and Conference Paper

    Genomics and Metabolomics Research for Brain Tumour Diagnosis Based on Machine Learning

    The incorporation of new biomedical technologies in the diagnosis and prognosis of cancer is changing medicine to an evidence-based diagnosis. We summarize some studies related to brain tumour research in Euro...

    Juan M. García–Gómez, Salvador Tortajada… in Computational and Ambient Intelligence (2007)