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GRIDMED project

CETA-Ciemat
September 01, 2012
140

GRIDMED project

Exploiting e-Infrastructure for research in breast cancer CAD methods

CETA-Ciemat

September 01, 2012
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  1. gridmed
    CETA-CIEMAT
    Exploiting e-infrastructures for research in breast cancer CAD methods

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  2. breast cancer
    a serious problem

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  3. 1,5 million
    caused death
    cases worldwide
    0,5 million

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  4. root causes are
    unknown

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  5. early detection

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  6. how to?
    medical imaging
    screening tools
    double reads

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  7. time
    too much

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  8. resources
    too much

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  9. assist clinicians
    CAD systems

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  10. offer a 2nd
    opinion
    CAD systems

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  11. support decisions
    CAD systems

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  12. use heuristics
    CAD systems

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  13. Classification
    Machine
    Learning

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  14. MLCs are
    trained
    with
    real cases

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  15. cancer
    digital
    repository
    breast

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  16. FMUP-HSJ
    CETA-CIEMAT
    INEGI-FEUP
    collaboration

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  17. +1.600 cases

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  18. Manages patient and study data
    Used for creating the data for training
    Executes trained classificators
    MIWAD
    CAD
    DB

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  19. Screening tool
    Creates segmentations to classify
    MIWAD
    CAD
    DB
    Calculates features

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  20. and this is real!

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  21. current status
    ✚ MIWAD tools are being used at HSJ
    ✚ Doctors are feeding the BCDR
    ✚ MLCs are being trained with new cases
    ✚ DICOM-SR import/export is being developed
    ✚ PACs integration is being designed

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  22. spreading
    ✚ PhD
    Improving multilayer perceptron classifiers AUC
    performance by Raúl Ramos Pollán
    ✚ Journals
    ✚ Conferences
    ✚ Magazines
    ✚ About Grid and health

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  23. diffusion
    Exchanging Data for Breast Cancer Diagnosis on
    Heterogeneous Grid Platforms
    Grid Infrastructures for Developing Mammography CAD
    Systems
    Grid Computing for Breast Cancer CAD. A Pilot Experience
    in a Medical Environment
    Exploiting E-Infrastructures for Medical Image Storage and
    Analysis: a GRID Application for Mammography CAD

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  24. CETA-CIEMAT acknowledges the support
    received from the European Regional
    Development Fund through its operational
    programme Knowledge-Based Economy

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  25. thanks!
    questions?

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