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A CNN-LSTM neural network for recognition of puffing in smoking episodes using wearable sensors

A detailed assessment of smoking behavior under free-living conditions is a key challenge for health behavior research. A number of methods using wearable sensors and puff topography devices have been developed for smoking and individual puff detection. In this paper, we propose a novel algorithm fo...

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Detalhes bibliográficos
Publicado no:Biomed Eng Lett
Main Authors: Senyurek, Volkan Y., Imtiaz, Masudul H., Belsare, Prajakta, Tiffany, Stephen, Sazonov, Edward
Formato: Artigo
Idioma:Inglês
Publicado em: The Korean Society of Medical and Biological Engineering 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7235127/
https://ncbi.nlm.nih.gov/pubmed/32431952
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s13534-020-00147-8
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