• DocumentCode
    3300455
  • Title

    Algorithmic Approach for Prediction and Early Detection of Diseases Using Retinal Images

  • Author

    Raghu Raj, P. ; Gurudatha Pai, K. ; Shylaja, S.S.

  • Author_Institution
    Dept. of Inf. Sci. & Eng., PES Inst. of Technol., Bangalore
  • fYear
    2007
  • fDate
    14-17 Aug. 2007
  • Firstpage
    501
  • Lastpage
    505
  • Abstract
    The Fundus images of retina of human eye can provide valuable information about human health and open up a window of unforeseeable opportunities. In this respect, one can systematically assesses digital retinal photographs, to predict chronic diseases. This eliminates the need for manual assessment of ophthalmic images in diagnostic practices. It is also possible to detect certain type of cancers and cataract in their early stages in addition to diseases like hypertension, stroke and serious organ malfunctioning in diabetic patients. The facility to maintain a database of the retinal photographs and associated data of any patient, taken on a regular basis, scrutinized for the prediction of the diseases may easily be incorporated.
  • Keywords
    medical image processing; chronic disease prediction; digital retinal photograph; disease early detection; human eye retina; human health; ophthalmic image; retinal image; Cameras; Cancer; Cardiac disease; Cardiovascular diseases; Diabetes; Humans; Information science; Optical filters; Prediction algorithms; Retina; Image segmentation; Object detection; Photography; bottom hat transformation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Graphics, Imaging and Visualisation, 2007. CGIV '07
  • Conference_Location
    Bangkok
  • Print_ISBN
    0-7695-2928-3
  • Type

    conf

  • DOI
    10.1109/CGIV.2007.16
  • Filename
    4293720