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sound spectrogram相关文献:
Abnormal Respiratory Sound Identification Using Audio-Spectrogram Vision Transformer.
Ariyanti W, Liu KC, Chen KY, Yu-Tsao.
Annu Int Conf IEEE Eng Med Biol Soc. 2023 Jul;2023:1-4. doi: 10.1109/EMBC40787.2023.10341036.
PMID:38083782
High Accurate Environmental Sound Classification: Sub-Spectrogram Segmentation versus Temporal-Frequency Attention Mechanism.
Qiao T, Zhang S, Cao S, Xu S.
Sensors (Basel). 2021 Aug 16;21(16):5500. doi: 10.3390/s21165500.
PMID:34450942
LungAttn: advanced lung sound classification using attention mechanism with dual TQWT and triple STFT spectrogram.
Li J, Yuan J, Wang H, Liu S, Guo Q, Ma Y, Li Y, Zhao L, Wang G.
Physiol Meas. 2021 Oct 29;42(10). doi: 10.1088/1361-6579/ac27b9.
PMID:34534977
Deep learning-based lung sound analysis for intelligent stethoscope.
Huang DM, Huang J, Qiao K, Zhong NS, Lu HZ, Wang WJ.
Mil Med Res. 2023 Sep 26;10(1):44. doi: 10.1186/s40779-023-00479-3.
PMID:37749643
Breath sound analyses of infants with respiratory syncytial virus acute bronchiolitis.
Kuruma K, Otomo T, Sakama T, Akiyama K, Takakura H, Toyama D, Hirai K, Furuya H, Kato M, Mochizuki H.
Pediatr Pulmonol. 2022 Oct;57(10):2320-2326. doi: 10.1002/ppul.26034. Epub 2022 Jun 21.
PMID:35670233
Heart sound classification using Gaussian mixture model.
Shervegar MV, Bhat GV.
Porto Biomed J. 2018 Aug 15;3(1):e4. doi: 10.1016/j.pbj.0000000000000004. eCollection 2018 Aug.
PMID:31595231
Bird sound spectrogram decomposition through Non-Negative Matrix Factorization for the acoustic classification of bird species.
Ludeña-Choez J, Quispe-Soncco R, Gallardo-Antolín A.
PLoS One. 2017 Jun 19;12(6):e0179403. doi: 10.1371/journal.pone.0179403. eCollection 2017.
PMID:28628630
Multi-channel lung sound classification with convolutional recurrent neural networks.
Messner E, Fediuk M, Swatek P, Scheidl S, Smolle-Jüttner FM, Olschewski H, Pernkopf F.
Comput Biol Med. 2020 Jul;122:103831. doi: 10.1016/j.compbiomed.2020.103831. Epub 2020 May 23.
PMID:32658732
A CNN Sound Classification Mechanism Using Data Augmentation.
Chu HC, Zhang YL, Chiang HC.
Sensors (Basel). 2023 Aug 5;23(15):6972. doi: 10.3390/s23156972.
PMID:37571755
Artificial Intelligence Models for Pediatric Lung Sound Analysis: Systematic Review and Meta-Analysis.
Park JS, Park SY, Moon JW, Kim K, Suh DI.
J Med Internet Res. 2025 Apr 18;27:e66491. doi: 10.2196/66491.
PMID:40249944
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