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Francisco J Fraga

  • PhD
  • Associate Professor
  • Federal University of the ABC
  • 8h-indexImpact measure calculated using publication and citation counts. Updated daily.
  • 146CitationsNumber of citations received by Francisco J's publications. Updated daily.

Research interests

Machine LearningAlzheimer's DiseaseEEG Signal Processing

About

I am currently working on Computational EEG Analysis for Early Alzheimer's Disease Diagnosis. In this research project we intend to develop, improve and validate biomarkers based on computer analysis of the EEG signals for early diagnosis of both MCI and AD. Consequently, it is expected that from our effort on the search for effective EEG-based biomarkers may arise a computer application that integrates them all and thus significantly increases the accuracy, sensitivity and specificity on the important and urgent task of AD early detection.

Co-authors (53)

  • Airton Ferreira Junior

Publications (5)

  • Clinician's road map to wavelet EEG as an Alzheimer's disease biomarker

    • Kanda P
    • Trambaiolli L
    • Lorena A
    • et al.
    N/AReaders
    7Citations
    Get full text
  • Towards an EEG-based biomarker for Alzheimer's disease: Improving amplitude modulation analysis features

    • Fraga F
    • Falk T
    • Trambaiolli L
    • et al.
    N/AReaders
    7Citations
    Get full text
  • P300 latency and amplitude in Alzheimer's disease: A systematic review

    • Pedroso R
    • Fraga F
    • Corazza D
    • et al.
    N/AReaders
    13Citations
    Get full text
  • Does EEG montage influence alzheimer's disease electroclinic diagnosis?

    • Fraga F
    • Trambaiolli L
    • Lorena A
    • et al.
    N/AReaders
    8Citations
    Get full text
  • Improving Alzheimer's disease diagnosis with machine learning techniques

    • Trambaiolli L
    • Lorena A
    • Fraga F
    • et al.
    N/AReaders
    25Citations

Professional experience

Associate Professor

UFABC

August 2006 - Present

Education history

Departamento de Eletrônica Aplicada – IEEA

Instituto Tecnológico de Aeronáutica

March 1994 - December 1998(5 years)