Joint Energy-Based Model for Semi-Supervised Respiratory Sound Classification: A Method of Insensitive to Distribution Mismatch

Authors: Song, W., Han, J., Deng, S., Zheng, T., Zheng, G., He, Y.

Source: IEEE Journal of Biomedical and Health Informatics IEEE J. Biomed. Health Inform. Biomedical and Health Informatics, IEEE Journal of. 29(2):1433-1443 Feb, 2025

Supervised Contrastive Learning Framework and Hardware Implementation of Learned ResNet for Real-Time Respiratory Sound Classification

Authors: Hu, J., Leow, C.S., Tao, S., Goh, W.L., Gao, Y.

Source: IEEE Transactions on Biomedical Circuits and Systems IEEE Trans. Biomed. Circuits Syst. Biomedical Circuits and Systems, IEEE Transactions on. 19(1):185-195 Feb, 2025

Hypergradient Descent Based Multi-Task Learning on Auscultation Point Guided Respiratory Sound Classification

Authors: Gong, Yanbin, Xie, Wentao, Zhang, Qian, Yang, Shifang

Source: 2024 IEEE 20th International Conference on Body Sensor Networks (BSN) Body Sensor Networks (BSN), 2024 IEEE 20th International Conference on. :1-4 Oct, 2024

Relation: 2024 IEEE 20th International Conference on Body Sensor Networks (BSN)

Lightweight Hierarchical Transformer Combining Patch-Random and Positional Encoding for Respiratory Sound Classification

Authors: Wang, Jianhong, Dong, Gaoyang, Shen, Yufei, Zhang, Minghui, Sun, Ping

Source: 2024 9th International Conference on Signal and Image Processing (ICSIP) Signal and Image Processing (ICSIP), 2024 9th International Conference on. :580-584 Jul, 2024

Relation: 2024 9th International Conference on Signal and Image Processing (ICSIP)

Respiratory Sounds Detection Using Discrete Wavelet Transform

Authors: Balavenkateshan, I., Sainath, S.

Source: 2024 International Conference on Smart Systems for Electrical, Electronics, Communication and Computer Engineering (ICSSEECC) Smart Systems for Electrical, Electronics, Communication and Computer Engineering (ICSSEECC), 2024 International Conference on. :261-266 Jun, 2024

Relation: 2024 International Conference on Smart Systems for Electrical, Electronics, Communication and Computer Engineering (ICSSEECC)

Multi-View Spectrogram Transformer for Respiratory Sound Classification

Authors: He, Wentao, Yan, Yuchen, Ren, Jianfeng, Bai, Ruibin, Jiang, Xudong

Source: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2024 - 2024 IEEE International Conference on. :8626-8630 Apr, 2024

Relation: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Modeling Quasi-Periodic Dependency via Self-Supervised Pre-Training for Respiratory Sound Classification

Authors: Song, Wenjie, Han, Jiqing, Li, Jianchen, Zheng, Guibin, Zheng, Tieran, He, Yongjun

Source: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2024 - 2024 IEEE International Conference on. :1996-2000 Apr, 2024

Relation: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

GaP-Aug: Gamma Patch-Wise Correction Augmentation Method for Respiratory Sound Classification

Authors: Chang, An-Yan, Tzeng, Jing-Tong, Chen, Huan-Yu, Sung, Chih-Wei, Huang, Chun-Hsiang, Huang, Edward Pei-Chuan, Lee, Chi-Chun

Source: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2024 - 2024 IEEE International Conference on. :551-555 Apr, 2024

Relation: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Stethoscope-Guided Supervised Contrastive Learning for Cross-Domain Adaptation on Respiratory Sound Classification

Authors: Kim, June-Woo, Bae, Sangmin, Cho, Won-Yang, Lee, Byungjo, Jung, Ho-Young

Source: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) Acoustics, Speech and Signal Processing (ICASSP), ICASSP 2024 - 2024 IEEE International Conference on. :1431-1435 Apr, 2024

Relation: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Pretraining Respiratory Sound Representations using Metadata and Contrastive Learning

Authors: Moummad, Ilyass, Farrugia, Nicolas

Source: 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) Applications of Signal Processing to Audio and Acoustics (WASPAA), 2023 IEEE Workshop on. :1-5 Oct, 2023

Relation: 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA)

Pediatric Respiratory Sound Classification Using a Dual Input Deep Learning Architecture

Authors: Pessoa, Diogo, Petmezas, Georgios, Papageorgiou, Vasileios E., Rocha, Bruno M., Stefanopoulos, Leandros, Kilintzis, Vassilis, Maglaveras, Nicos, Frerichs, Inez, de Carvalho, Paulo, Pedro Paiva, Rui

Source: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS) Biomedical Circuits and Systems Conference (BioCAS), 2023 IEEE. :1-5 Oct, 2023

Relation: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS)

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

Authors: Hu, Jinhai, Leow, Cong Sheng, Tao, Shuailin, Goh, Wang Ling, Gao, Yuan

Source: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS) Biomedical Circuits and Systems Conference (BioCAS), 2023 IEEE. :1-5 Oct, 2023

Relation: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS)

Grand Challenge on Respiratory Sound Classification for SPRSound Dataset

Authors: Zhang, Qing, Zhang, Jing, Yuan, Jiajun, Huang, Huajie, Zhang, Yuhang, Chen, Changyan, Lin, Jilei, Zhang, Baoqin, Lv, Gaomei, Lin, Shuzhu, Wang, Na, Liu, Xin, Tang, Mingyu, Wang, Yahua, Liu, Lu, Ma, Hui, Xie, Dan, Wu, Lihua, Yang, Haibo, Yuan, Shuhua, Chen, Mengjun, Zhang, Bingxue, Zhou, Hongyuan, Zhao, Jian, Li, Yongfu, Yin, Yong, Zhao, Liebin, Wang, Guoxing, Lian, Yong

Source: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS) Biomedical Circuits and Systems Conference (BioCAS), 2023 IEEE. :1-5 Oct, 2023

Relation: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS)

COVID-19 Detection From Respiratory Sounds With Hierarchical Spectrogram Transformers

Authors: Aytekin, I., Dalmaz, O., Gonc, K., Ankishan, H., Saritas, E.U., Bagci, U., Celik, H., Cukur, T.

Source: IEEE Journal of Biomedical and Health Informatics IEEE J. Biomed. Health Inform. Biomedical and Health Informatics, IEEE Journal of. 28(3):1273-1284 Mar, 2024

Respiratory Sound Classification Based on Swin Transformer

Authors: Sun, Weiwei, Zhang, Fan, Sun, Ping, Hu, Qishi, Wang, Jianhong, Zhang, Minghui

Source: 2023 8th International Conference on Signal and Image Processing (ICSIP) Signal and Image Processing (ICSIP), 2023 8th International Conference on. :511-515 Jul, 2023

Relation: 2023 8th International Conference on Signal and Image Processing (ICSIP)

Self-Explaining Neural Networks for Respiratory Sound Classification with Scale-free Interpretability

Authors: Ren, Zhao, Nguyen, Thanh Tam, Zahed, Mohammad Mehdi, Nejdl, Wolfgang

Source: 2023 International Joint Conference on Neural Networks (IJCNN) Neural Networks (IJCNN), 2023 International Joint Conference on. :01-07 Jun, 2023

Relation: 2023 International Joint Conference on Neural Networks (IJCNN)

Classification of Respiratory Diseases With Respiratory Sounds With Deep Learning Algorithm

Authors: Majumdar, Nayan Kanti, Christa, Sharon, Manek, Asha S, Sajeev, Shelda

Source: 2022 IEEE International Conference for Women in Innovation, Technology & Entrepreneurship (ICWITE) Women in Innovation, Technology & Entrepreneurship (ICWITE), 2022 IEEE International Conference for. :1-4 Dec, 2022

Relation: 2022 IEEE International Conference for Women in Innovation, Technology & Entrepreneurship (ICWITE)

A Feature Polymerized Based Two-Level Ensemble Model for Respiratory Sound Classification

Authors: Zhang, Lin, Zhu, Yangxin, Tu, Shikui, Xu, Lei

Source: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS) Biomedical Circuits and Systems Conference (BioCAS), 2022 IEEE. :238-242 Oct, 2022

Relation: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS)

Grand Challenge on Respiratory Sound Classification for SPRSound Dataset

Authors: Zhang, Qing, Zhang, Jing, Yuan, Jiajun, Huang, Huajie, Zhang, Yuhang, Zhang, Baoqin, Lv, Gaomei, Lin, Shuzhu, Wang, Na, Liu, Xin, Tang, Mingyu, Wang, Yahua, Ma, Hui, Liu, Lu, Yuan, Shuhua, Zhou, Hongyuan, Zhao, Jian, Li, Yongfu, Yin, Yong, Zhao, Liebin, Wang, Guoxing, Lian, Yong

Source: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS) Biomedical Circuits and Systems Conference (BioCAS), 2022 IEEE. :213-217 Oct, 2022

Relation: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS)

Classify Respiratory Abnormality in Lung Sounds Using STFT and a Fine-Tuned ResNet18 Network

Authors: Chen, Zizhao, Wang, Hongliang, Yeh, Chia-Hui, Liu, Xilin

Source: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS) Biomedical Circuits and Systems Conference (BioCAS), 2022 IEEE. :233-237 Oct, 2022

Relation: 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS)