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Respiratory sound classification for crackles, wheezes, and rhonchi in the clinical field using deep learning

Auscultation has been essential part of the physical examination; this is non-invasive, real-time, and very informative. Detection of abnormal respiratory sounds with a stethoscope is important in diagnosing respiratory diseases and providing first aid. However, accurate interpretation of respirator...

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Detalles Bibliográficos
Autores principales: Kim, Yoonjoo, Hyon, YunKyong, Jung, Sung Soo, Lee, Sunju, Yoo, Geon, Chung, Chaeuk, Ha, Taeyoung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8387488/
https://www.ncbi.nlm.nih.gov/pubmed/34433880
http://dx.doi.org/10.1038/s41598-021-96724-7