Supervised Contrastive Pretrained ResNet with MixUp to Enhance Respiratory Sound Classification on Imbalanced and Limited Dataset-Reference-Cited by-同舟云学术

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Supervised Contrastive Pretrained ResNet with MixUp to Enhance Respiratory Sound Classification on Imbalanced and Limited Dataset

Published:2023-10-19 Issue: Volume: Page:1-5
ISSN:
Container-title:2023 IEEE Biomedical Circuits and Systems Conference (BioCAS)
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Author:

Hu Jinhai¹,Leow Cong Sheng²,Tao Shuailin¹,Goh Wang Ling¹,Gao Yuan²

Affiliation:

1. Nanyang Technological University (NTU),School of Electrical and Electronic Engineering,Republic of Singapore

2. Technology and Research (A*STAR),Institute of Microelectronics (IME), Agency for Science,Republic of Singapore

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10388488/10388438/10389029.pdf?arnumber=10389029

Reference19 articles.

1. Automatic adventitious respiratory sound analysis: A systematic review

2. Auditory Detection of Simulated Crackles in Breath Sounds

3. SPRSound: Open-Source SJTU Paediatric Respiratory Sound Database

4. Grand Challenge on Respiratory Sound Classification for SPRSound Dataset

5. Improving The ResNet-based Respiratory Sound Classification Systems With Focal Loss

Cited by 1 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Squeeze-Excite Fusion Based Multimodal Neural Network for Sleep Stage Classification with Flexible EEG/ECG Signal Acquisition Circuit;2024 IEEE International Symposium on Circuits and Systems (ISCAS);2024-05-19

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