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Classification of Drivers with HIV-Associated Neurocognitive Disorders using Virtual Driving Test Performance Data

In this work we focus on the problem of identifying drivers with neurocognitive impairment (NCI), specifically an NCI specific to people with HIV (PWH) called HIV-associated neurocognitive disorders (HAND) directly from driving simulator data. Since NCI-screening is typically only effective for more...

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Principais autores: David Grethlein, Venk Kandadai, Will Dampier
Formato: Artigo
Idioma:Inglês
Publicado em: LibraryPress@UF 2023-05-01
coleção:Proceedings of the International Florida Artificial Intelligence Research Society Conference
Assuntos:
driving simulator
hiv-associated neurocognitive disorder
feature selection
ensemble classifiers
cognitive screening
Acesso em linha:https://journals.flvc.org/FLAIRS/article/view/133381
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