Lung sound recognition algorithm based on vggish-bigru

L Shi, K Du, C Zhang, H Ma, W Yan - IEEE Access, 2019 - ieeexplore.ieee.org
… And experiments showed that the improved genetic BP … In this paper, a lung sound
recognition algorithm based on deep … the dependence of the algorithms on data and features. …

An acoustical respiratory phase segmentation algorithm using genetic approach

F Jin, F Sattar, DYT Goh - Medical & biological engineering & computing, 2009 - Springer
… using single channel tracheal breath sounds (TBS) recordings of … of multi-population genetic
algorithm by introducing a new … onset detection of normal lung sounds. Because the existing …

Robust heart sound segmentation based on spectral change detection and genetic algorithms

MA Alonso-Arévalo, A Cruz-Gutiérrez… - … Signal Processing and …, 2021 - Elsevier
… indicate the presence of sound events is generated based … of the fundamental heart sounds
is detected by analyzing and … using two genetic algorithms: a simple genetic algorithm (SGA) …

[HTML][HTML] The applications of genetic algorithms in medicine

A Ghaheri, S Shoar, M Naderan… - Oman medical journal, 2015 - ncbi.nlm.nih.gov
… introduce the genetic algorithm and its applications in medicine. The use of the genetic
algorithm has … The new system could classify the lung sounds into normal, wheeze, and crackle. …

Machine learning approach for automatic lungs sound diagnosis from pulmonary signals

S Rani, A Chaurasia, MK Dutta… - 2021 44th …, 2021 - ieeexplore.ieee.org
… of 129 participants were recorded using electret microphones, and these were then
identified using genetic algorithm (GA)-based ANNs and artificial neural networks (ANNs). The …

Optimum features computation using genetic algorithm for wet and dry cough classification

YA Amrulloh, IH Priastomo… - 2018 2nd …, 2018 - ieeexplore.ieee.org
sound from thirty children younger than four years diagnosed with respiratory tract infections.
Then, sound … We implemented genetic algorithm to select the optimum features and artificial …

Lung anomaly detection from respiratory sound database (sound signals)

JA Dar, KK Srivastava, A Mishra - Computers in Biology and Medicine, 2023 - Elsevier
… with respect to the acoustic respiratory lung sound coming from lungs [23]. Furthermore,
various kinds of respiratory problems are progressive in nature and hence worsen the …

A pipelined recurrent fuzzy model for real-time analysis of lung sounds

P Mastorocostas, D Stavrakoudis… - Engineering Applications of …, 2008 - Elsevier
… filter that performs the task of separation of lung sounds, obtained from patients with pulmonary
… Extensive experimental results, regarding the lung sound category of crackles, are given, …

[HTML][HTML] A lung sound category recognition method based on wavelet decomposition and BP neural network

Y Shi, Y Li, M Cai, XD Zhang - International journal of biological …, 2019 - ncbi.nlm.nih.gov
… Yao et al. combined with wavelet analysis and genetic … on lung sounds, we summarize
lung sounds categories and their related diseases. In addition, it is more efficient for lung sounds

[HTML][HTML] Hybrid Nelder-Mead search based optimal Least Mean Square algorithms for heart and lung sound separation

R Nersisson, MM Noel - … Science and Technology, an international journal, 2017 - Elsevier
Genetic algorithm (GA) is a search algorithm based on natural selection … lung sound noise
using an improved LMS algorithm. The step size parameter in the improved LMS algorithm