• DocumentCode
    155647
  • Title

    The 10th annual MLSP competition: Third place

  • Author

    Koncevicius, Karolis

  • Author_Institution
    Inst. of Math. & Inf., Vilnius Univ., Vilnius, Lithuania
  • fYear
    2014
  • fDate
    21-24 Sept. 2014
  • Firstpage
    1
  • Lastpage
    2
  • Abstract
    The goal of the MLSP 2014 competition was to automatically detect subjects with schizophrenia based on multimodal features derived from magnetic resonance imaging data. This report summarizes the 3rd place solution with the final ROC area score of 0.91282.
  • Keywords
    biomedical MRI; data analysis; medical computing; medical disorders; pattern classification; MLSP 2014 competition; MLSP competition; magnetic resonance imaging data; multimodal features; schizophrenia; Conferences; Magnetic resonance imaging; Mathematical model; Principal component analysis; Signal processing; Vectors; Classification; Distance Weighted Discrimination; MRI; Schizophrenia;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning for Signal Processing (MLSP), 2014 IEEE International Workshop on
  • Conference_Location
    Reims
  • Type

    conf

  • DOI
    10.1109/MLSP.2014.6958888
  • Filename
    6958888
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=155647