Abnormal Respiratory Sounds Classification Using Deep CNN Through Artificial Noise Addition

Abnormal Respiratory Sounds Classification Using Deep CNN Through Artificial Noise Addition

Respiratory sound (RS) attributes and their analyses structure a fundamental piece of pneumonic pathology, and it gives symptomatic data regarding a patient's lung. A couple of decades back, doctors depended on their hearing to distinguish symptomatic signs in lung audios by utilizing the typic...

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Bibliographic Details
Main Authors: Rizwana Zulfiqar, Fiaz Majeed, Rizwana Irfan, Hafiz Tayyab Rauf, Elhadj Benkhelifa, Abdelkader Nasreddine Belkacem
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-11-01
Series:Frontiers in Medicine
Subjects:
respiratory sounds
abnormal respiratory sounds
continuous adventitious sounds (CAS)
discontinuous adventitious sounds (DAS)
deep CNN
Online Access:https://www.frontiersin.org/articles/10.3389/fmed.2021.714811/full

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