Grand Challenge on Respiratory Sound Classification for SPRSound Dataset

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

doi:10.1109/BioCAS54905.2022.9948551

Grand Challenge on Respiratory Sound Classification for SPRSound Dataset

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

Guoxing Wang, Yong Lian

^*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

17 Scopus citations

Abstract

It is important to continuously monitor our respiratory system to prevent us from suffering respiratory-releated diseases. This demands for an automatic respiratory sounds software to speed up diagnosis and to reduce the workload of physicians. In the IEEE BioCAS 2022 conference, we have organized the first grand challenge on respiratory sound classification using the paediatric respiratory sound (SPRSound). This event has invited 45 teams with more than 100 open source entries and the top 5 teams are invited to present their works in the IEEE BioCAS 2022.

Original language	English
Title of host publication	BioCAS 2022 - IEEE Biomedical Circuits and Systems Conference
Subtitle of host publication	Intelligent Biomedical Systems for a Better Future, Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	213-217
Number of pages	5
ISBN (Electronic)	9781665469173
DOIs	https://doi.org/10.1109/BioCAS54905.2022.9948551
State	Published - 2022
Externally published	Yes
Event	2022 IEEE Biomedical Circuits and Systems Conference, BioCAS 2022 - Taipei, Taiwan, Province of China Duration: 13 Oct 2022 → 15 Oct 2022

Publication series

Name	BioCAS 2022 - IEEE Biomedical Circuits and Systems Conference: Intelligent Biomedical Systems for a Better Future, Proceedings

Conference

Conference	2022 IEEE Biomedical Circuits and Systems Conference, BioCAS 2022
Country/Territory	Taiwan, Province of China
City	Taipei
Period	13/10/22 → 15/10/22

Keywords

Open-source
and machine-learning models
data augmentation
deep-learning models
feature extractions
grand challenge
respiratory sound classification

Access to Document

10.1109/BioCAS54905.2022.9948551

Cite this

Zhang, Q., Zhang, J., Yuan, J., Huang, H., Zhang, Y., Zhang, B., Lv, G., Lin, S., Wang, N., Liu, X., Tang, M., Wang, Y., Ma, H., Liu, L., Yuan, S., Zhou, H., Zhao, J., Li, Y., Yin, Y., ... Lian, Y. (2022). Grand Challenge on Respiratory Sound Classification for SPRSound Dataset. In BioCAS 2022 - IEEE Biomedical Circuits and Systems Conference: Intelligent Biomedical Systems for a Better Future, Proceedings (pp. 213-217). (BioCAS 2022 - IEEE Biomedical Circuits and Systems Conference: Intelligent Biomedical Systems for a Better Future, Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/BioCAS54905.2022.9948551

Zhang, Qing ; Zhang, Jing ; Yuan, Jiajun et al. / Grand Challenge on Respiratory Sound Classification for SPRSound Dataset. BioCAS 2022 - IEEE Biomedical Circuits and Systems Conference: Intelligent Biomedical Systems for a Better Future, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2022. pp. 213-217 (BioCAS 2022 - IEEE Biomedical Circuits and Systems Conference: Intelligent Biomedical Systems for a Better Future, Proceedings).

@inproceedings{7c19549d741748ae803ece3695e3e5a6,

title = "Grand Challenge on Respiratory Sound Classification for SPRSound Dataset",

abstract = "It is important to continuously monitor our respiratory system to prevent us from suffering respiratory-releated diseases. This demands for an automatic respiratory sounds software to speed up diagnosis and to reduce the workload of physicians. In the IEEE BioCAS 2022 conference, we have organized the first grand challenge on respiratory sound classification using the paediatric respiratory sound (SPRSound). This event has invited 45 teams with more than 100 open source entries and the top 5 teams are invited to present their works in the IEEE BioCAS 2022.",

keywords = "Open-source, and machine-learning models, data augmentation, deep-learning models, feature extractions, grand challenge, respiratory sound classification",

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

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 2022 IEEE Biomedical Circuits and Systems Conference, BioCAS 2022 ; Conference date: 13-10-2022 Through 15-10-2022",

year = "2022",

doi = "10.1109/BioCAS54905.2022.9948551",

language = "英语",

series = "BioCAS 2022 - IEEE Biomedical Circuits and Systems Conference: Intelligent Biomedical Systems for a Better Future, Proceedings",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "213--217",

booktitle = "BioCAS 2022 - IEEE Biomedical Circuits and Systems Conference",

address = "美国",

}

Zhang, Q, Zhang, J, Yuan, J, Huang, H, Zhang, Y, Zhang, B, Lv, G, Lin, S, Wang, N, Liu, X, Tang, M, Wang, Y, Ma, H, Liu, L, Yuan, S, Zhou, H, Zhao, J, Li, Y, Yin, Y, Zhao, L, Wang, G & Lian, Y 2022, Grand Challenge on Respiratory Sound Classification for SPRSound Dataset. in BioCAS 2022 - IEEE Biomedical Circuits and Systems Conference: Intelligent Biomedical Systems for a Better Future, Proceedings. BioCAS 2022 - IEEE Biomedical Circuits and Systems Conference: Intelligent Biomedical Systems for a Better Future, Proceedings, Institute of Electrical and Electronics Engineers Inc., pp. 213-217, 2022 IEEE Biomedical Circuits and Systems Conference, BioCAS 2022, Taipei, Taiwan, Province of China, 13/10/22. https://doi.org/10.1109/BioCAS54905.2022.9948551

Grand Challenge on Respiratory Sound Classification for SPRSound Dataset. / Zhang, Qing; Zhang, Jing; Yuan, Jiajun et al.
BioCAS 2022 - IEEE Biomedical Circuits and Systems Conference: Intelligent Biomedical Systems for a Better Future, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2022. p. 213-217 (BioCAS 2022 - IEEE Biomedical Circuits and Systems Conference: Intelligent Biomedical Systems for a Better Future, Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Grand Challenge on Respiratory Sound Classification for SPRSound Dataset

AU - Zhang, Qing

AU - Zhang, Jing

AU - Yuan, Jiajun

AU - Huang, Huajie

AU - Zhang, Yuhang

AU - Zhang, Baoqin

AU - Lv, Gaomei

AU - Lin, Shuzhu

AU - Wang, Na

AU - Liu, Xin

AU - Tang, Mingyu

AU - Wang, Yahua

AU - Ma, Hui

AU - Liu, Lu

AU - Yuan, Shuhua

AU - Zhou, Hongyuan

AU - Zhao, Jian

AU - Li, Yongfu

AU - Yin, Yong

AU - Zhao, Liebin

AU - Wang, Guoxing

AU - Lian, Yong

PY - 2022

Y1 - 2022

N2 - It is important to continuously monitor our respiratory system to prevent us from suffering respiratory-releated diseases. This demands for an automatic respiratory sounds software to speed up diagnosis and to reduce the workload of physicians. In the IEEE BioCAS 2022 conference, we have organized the first grand challenge on respiratory sound classification using the paediatric respiratory sound (SPRSound). This event has invited 45 teams with more than 100 open source entries and the top 5 teams are invited to present their works in the IEEE BioCAS 2022.

AB - It is important to continuously monitor our respiratory system to prevent us from suffering respiratory-releated diseases. This demands for an automatic respiratory sounds software to speed up diagnosis and to reduce the workload of physicians. In the IEEE BioCAS 2022 conference, we have organized the first grand challenge on respiratory sound classification using the paediatric respiratory sound (SPRSound). This event has invited 45 teams with more than 100 open source entries and the top 5 teams are invited to present their works in the IEEE BioCAS 2022.

KW - Open-source

KW - and machine-learning models

KW - data augmentation

KW - deep-learning models

KW - feature extractions

KW - grand challenge

KW - respiratory sound classification

UR - https://www.scopus.com/pages/publications/85142934748

U2 - 10.1109/BioCAS54905.2022.9948551

DO - 10.1109/BioCAS54905.2022.9948551

M3 - 会议稿件

AN - SCOPUS:85142934748

T3 - BioCAS 2022 - IEEE Biomedical Circuits and Systems Conference: Intelligent Biomedical Systems for a Better Future, Proceedings

SP - 213

EP - 217

BT - BioCAS 2022 - IEEE Biomedical Circuits and Systems Conference

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2022 IEEE Biomedical Circuits and Systems Conference, BioCAS 2022

Y2 - 13 October 2022 through 15 October 2022

ER -

Zhang Q, Zhang J, Yuan J, Huang H, Zhang Y, Zhang B et al. Grand Challenge on Respiratory Sound Classification for SPRSound Dataset. In BioCAS 2022 - IEEE Biomedical Circuits and Systems Conference: Intelligent Biomedical Systems for a Better Future, Proceedings. Institute of Electrical and Electronics Engineers Inc. 2022. p. 213-217. (BioCAS 2022 - IEEE Biomedical Circuits and Systems Conference: Intelligent Biomedical Systems for a Better Future, Proceedings). doi: 10.1109/BioCAS54905.2022.9948551

Grand Challenge on Respiratory Sound Classification for SPRSound Dataset

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Keywords

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