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AUCO ResNet: an end-to-end network for Covid-19 pre-screening from cough and breath

This study presents the Auditory Cortex ResNet (AUCO ResNet), it is a biologically inspired deep neural network especially designed for sound classification and more specifically for Covid-19 recognition from audio tracks of coughs and breaths. Differently from other approaches, it can be trained en...

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Detalles Bibliográficos
Autores principales: Dentamaro, Vincenzo, Giglio, Paolo, Impedovo, Donato, Moretti, Luigi, Pirlo, Giuseppe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier Ltd. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8920577/
https://www.ncbi.nlm.nih.gov/pubmed/35313619
http://dx.doi.org/10.1016/j.patcog.2022.108656