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Titlebook: GeNeDis 2020; Computational Biolog Panayiotis Vlamos Conference proceedings 2021 The Editor(s) (if applicable) and The Author(s), under exc

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A Decision Support System for the Prediction of Drug Predisposition Through Personality Traits,e include, among others, personality traits. The study of personality is a well-established domain of psychology, with multiple models having been developed, which are capable of predicting predisposition to a certain degree. Furthermore, addiction and other mental health issues carry stigma, which
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Development of a Diagnostic Tool for Balance Disorders Based on Machine Learning Techniques,diagnosis of 5 categories of balance disorders and ultimately 11 specific disorders. Unlike previous works, for each case one general classification model and only one additional specialized classification model are used to provide the recommended diagnosis, while obtaining satisfactory results and
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Machine Learning for Autistic Spectrum Disorder Risk Screening,creening, there is a need for an easy, early screening of autistic spectrum disorder risk in children. In this paper, a mobile application was developed with these requirements, using machine learning algorithms achieving high performance compared to other applications that use simple rule approache
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