Classification of Adventitious Sounds Combining Cochleogram and Vision Transformers

Classification of Adventitious Sounds Combining Cochleogram and Vision Transformers

Early identification of respiratory irregularities is critical for improving lung health and reducing global mortality rates. The analysis of respiratory sounds plays a significant role in characterizing the respiratory system’s condition and identifying abnormalities. The main contribution of this...

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Bibliographic Details
Main Authors: Loredana Daria Mang, Francisco David González Martínez, Damian Martinez Muñoz, Sebastián García Galán, Raquel Cortina
Format: Article
Language:English
Published: MDPI AG 2024-01-01
Series:Sensors
Subjects:
classification
adventitious sounds
cochleogram
vision transformers
deep learning
accuracy
Online Access:https://www.mdpi.com/1424-8220/24/2/682

Internet

https://www.mdpi.com/1424-8220/24/2/682

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