Diagnosing the breathing sounds as COPD or asthma

B Türkan, AG Ateş, Ö Özdemir… - 2022 7th International …, 2022 - ieeexplore.ieee.org
The aim of this research is to classify recorded chest sounds to distinguish among Asthma,
Bronchiolitis, Bronchiectasis, COPD, Pneumonia and URTI diseases versus Healthy sound …

Multi-path Convolutional Neural Networks Efficiently Improve Feature Extraction in Continuous Adventitious Lung Sound Detection

FS Hsu, SR Huang, CW Huang, CC Chen… - arXiv preprint arXiv …, 2021 - arxiv.org
We previously established a large lung sound database, HF_Lung_V2 (Lung_V2). We
trained convolutional-bidirectional gated recurrent unit (CNN-BiGRU) networks for detecting …

On the Performance of Deep Learning Models for Respiratory Sound Classification Trained on Unbalanced Data

C Castorena, FJ Ferri, M Cobos - Iberian Conference on Pattern …, 2022 - Springer
The detection of abnormal breath sounds with a stethoscope is important for diagnosing
respiratory diseases and providing first aid. However, accurate interpretation of breath …

Departament d'Informàtica, Universitat de València, 46100 Burjassot, Spain {carlos. castorena, francesc. ferri, maximo. cobos}@ uv. es

C Castorena - Pattern Recognition and Image Analysis: 10th …, 2022 - books.google.com
The detection of abnormal breath sounds with a stethoscope is important for diagnosing
respiratory diseases and providing first aid. However, accurate interpretation of breath …