• DocumentCode
    2487067
  • Title

    proAD: A web tool for the automatic assessment of prodromal Alzheimer´s disease

  • Author

    Rei, Luca ; Esposito, Mario ; Bosco, Paolo ; Corosu, Mirko ; Chincarini, Andrea

  • Author_Institution
    Dipt. di Fis., Univ. di Genova, Genoa, Italy
  • fYear
    2011
  • fDate
    30-31 May 2011
  • Firstpage
    71
  • Lastpage
    74
  • Abstract
    We present the development of a web-based interface (proAD) for the automatic analysis of structural T1-weighted magnetic resonance images (MRI). This web-based tool is meant to be a high level interface to a sophisticated analysis environment aimed at the early diagnosis of Alzheimer´s disease patients. The analysis procedure relies on clinical diagnosis and follow up data. It extracts several portions of the temporal lobe, mainly around the hippocampal area, and processes them with no interactive input from the user. The output of the MRI analysis is a classification index which is able to distinguish among: (a) patients with Alzheimer´s disease (AD), (b) patients with amnestic mild cognitive impairment (aMCI), (c) patients with amnestic mild cognitive impairment who are likely to develop AD in a time frame of 2 years (aMCIconv), and (c) normal cognitive subjects. The interface is still under development and has been built as easy and user-friendly as possible. Robustness has been considered as essential part for the development. Results are presented to users in a very simple manner, thereby serving as a potential diagnostic tool for neurologists. A working testbed of proAD (still in alpha stage) can be reached at http://magic5gui.ge.infn.it/tesi.
  • Keywords
    Web services; biomedical MRI; brain; diseases; image classification; medical image processing; neurophysiology; user interfaces; Alzheimer disease early diagnosis; Web based interface; aMCI; amnestic mild cognitive impairment; analysis environment; classification index; clinical diagnosis data; follow up data; high level interface; hippocampal area; magnetic resonance images; proAD; prodromal Alzheimer disease automatic assessment; structural T1 weighted MRI; temporal lobe; Alzheimer´s disease; DICOM; Indexes; Java; Magnetic resonance imaging;
  • 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.2011.5966689
  • Filename
    5966689