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Common pitfalls in machine learning applications to multi-center data: tests on the ABIDE I and ABIDE II collections

Author:Elisa Ferrari  Paolo Bosco  Giovanna Spera  Maria Fantacci  Alessandra Retico  

Author Institution:National Institute for Nuclear Physics  University of Pisa  

Session Type:Combined Educational & Scientific Session  

Session Date:Wednesday, 20 June 2018  

Session Time:13:45  

Session:Machine Learning for Magnetic Resonance in Medicine  

Program Number:0776  

Presentation Time:15:21  

Room Number:N01  

Computer Number:

Lifespan study by cross-sectional case-control comparisons in sliding age windows: test of ASD heterogeneity with One-Class Classifiers

Author:Piernicola Oliva  Alessia Giuliano  Paolo Bosco  Elisa Ferrari  Michela Tosetti  Filippo Muratori  Calderoni Sara  Alessandra Retico  

Author Institution:IRCCS Stella Maris Foundation  National Institute for Nuclear Physics  University of Pisa, Physics Department and National Institute for Nuclear Physics  University of Sassari and National Institute for Nuclear Physics  

Session Type:Electronic Poster  

Session Date:Monday, 18 June 2018  

Session Time:13:45  

Session:Image Analysis  

Program Number:3414  

Presentation Time:

Room Number:Exhibition Hall  

Computer Number:Computer 102