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Crackle Detection In Lung Sounds Using Transfer Learning And Multi-Input
  Convolitional Neural Networks

Crackle Detection In Lung Sounds Using Transfer Learning And Multi-Input Convolitional Neural Networks

Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2021
30 April 2021
T. Nguyen
Franz Pernkopf
    MedIm
ArXiv (abs)PDFHTML

Papers citing "Crackle Detection In Lung Sounds Using Transfer Learning And Multi-Input Convolitional Neural Networks"

4 / 4 papers shown
Training one model to detect heart and lung sound events from single
  point auscultations
Training one model to detect heart and lung sound events from single point auscultations
Leander Melms
Robert R. Ilesan
Ulrich Köhler
O. Hildebrandt
R. Conradt
...
Jürgen R. Schaefer
Tobias Müller
J. Obergassel
Nadine Schlicker
M. Hirsch
259
2
0
15 Jan 2023
Lung Sound Classification Using Co-tuning and Stochastic Normalization
Lung Sound Classification Using Co-tuning and Stochastic NormalizationIEEE Transactions on Biomedical Engineering (IEEE Trans. Biomed. Eng.), 2021
T. Nguyen
Franz Pernkopf
161
128
0
04 Aug 2021
Multi-path Convolutional Neural Networks Efficiently Improve Feature
  Extraction in Continuous Adventitious Lung Sound Detection
Multi-path Convolutional Neural Networks Efficiently Improve Feature Extraction in Continuous Adventitious Lung Sound Detection
Fu-Shun Hsu
Shang-Ran Huang
Chien-Wen Huang
Chun-Chieh Chen
Yuan-Ren Cheng
F. Lai
149
1
0
09 Jul 2021
Benchmarking of eight recurrent neural network variants for breath phase
  and adventitious sound detection on a self-developed open-access lung sound
  database-HF_Lung_V1
Benchmarking of eight recurrent neural network variants for breath phase and adventitious sound detection on a self-developed open-access lung sound database-HF_Lung_V1PLoS ONE (PLOS ONE), 2021
Fu-Shun Hsu
Shang-Ran Huang
Chien-Wen Huang
Chao-Jung Huang
Yuan-Ren Cheng
...
Yi-Lin Wu
Tzu-Ling Tzeng
Ching-Ting Tseng
Yi-Tsun Chen
F. Lai
268
70
0
05 Feb 2021
1
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