• DocumentCode
    2487771
  • Title

    Structural and functional brain imaging in the assessment of prodromal Alzheimer´s disease

  • Author

    Chincarini, Andrea ; Gemme, Gianluca ; Esposito, Mario ; Rei, Luca ; Bosco, Paolo ; Bellotti, Roberto ; Monno, Laura ; Fiorina, Elisa

  • Author_Institution
    Ist. Naz. di Fis. Nucleare, Sezione di Genova, Genova, Italy
  • fYear
    2011
  • fDate
    30-31 May 2011
  • Firstpage
    341
  • Lastpage
    344
  • Abstract
    Multiple biomarkers have proved sensitive to AD and MCI, a potential prodromal stage of AD. These include patterns of regional cerebral atrophy and hypometabolism detected by MR imaging and FDG-PET1 and quantification of specific proteins in the CSF. There is active research aimed at identifying automated methodologies able to extract accurate classification indexes. Such indexes should be fit for identifying AD patients as early as possible. The noticeable growth in the number of candidate biomarkers poses the question on which one can add more value to the routinely performed episodic memory tests. A key contribution to biomarker findings came from the recent availability of large multi-centers studies supported by the Alzheimers Disease Neuroimaging Initiative (ADNI) and the European Alzheimer´s Disease Consortium (EADC). In our work we shall briefly review the status of MRI and PET biomarkers findings and we will detail the recent advances in automatic image analysis ongoing in the MAGIC-5 project.
  • Keywords
    biomedical MRI; brain; diseases; image classification; medical image processing; neurophysiology; positron emission tomography; proteins; European Alzheimer´s Disease Consortium; FDG-PET1; MAGIC-5 project; MRI; automated methodologies; automatic image analysis; biomarkers; classification indexes; episodic memory tests; functional brain imaging; hypometabolism; prodromal Alzheimer disease; proteins; regional cerebral atrophy; structural brain imaging; Alzheimer´s disease; Biomarkers; Feature extraction; Indexes; Magnetic resonance imaging; Positron emission tomography;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Medical Measurements and Applications Proceedings (MeMeA), 2011 IEEE International Workshop on
  • Conference_Location
    Bari
  • Print_ISBN
    978-1-4244-9336-4
  • Type

    conf

  • DOI
    10.1109/MeMeA.2011.5966722
  • Filename
    5966722