Ectopic Heartbeat Detection from ECG Signals using Deep Convolutional Neural Networks

Hasitha Kuruwita; Ng Shu Kay; Alan Liew; Brent Richards; Kelvin Ross; Kuldeep Kumar; Luke  Haseler; Meghan McConnell; Ping Zhang

doi:10.1109/BIBM55620.2022.9995477

Ectopic Heartbeat Detection from ECG Signals using Deep Convolutional Neural Networks

Hasitha Kuruwita, Ng Shu Kay, Alan Liew, Brent Richards, Kelvin Ross, Kuldeep Kumar, Luke Haseler, Meghan McConnell, Ping Zhang

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

Original language	English
Title of host publication	2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
Editors	Donald Adjeroh, Qi Long, Xinghua Shi, Fei Guo, Xiaohua Hu, Srinivas Aluru, Giri Narasimhan, Jianxin Wang, Mingon Kang, Ananda M. Mondal, Jin Liu
Publisher	IEEE
Pages	3535-3540
Number of pages	6
ISBN (Electronic)	978-1-6654-6819-0
DOIs	https://doi.org/10.1109/BIBM55620.2022.9995477
Publication status	Published - 2022
Event	2022 IEEE International Conference on Bioinformatics and Biomedicine - Las Vegas, USA & Changsha, China Duration: 6 Dec 2022 → 8 Dec 2022

Conference

Conference	2022 IEEE International Conference on Bioinformatics and Biomedicine
Abbreviated title	BIBM
Period	6/12/22 → 8/12/22

Access to Document

10.1109/BIBM55620.2022.9995477Licence: Unspecified

Cite this

Kuruwita, H., Shu Kay, N., Liew, A., Richards, B., Ross, K., Kumar, K., Haseler, L., McConnell, M., & Zhang, P. (2022). Ectopic Heartbeat Detection from ECG Signals using Deep Convolutional Neural Networks. In D. Adjeroh, Q. Long, X. Shi, F. Guo, X. Hu, S. Aluru, G. Narasimhan, J. Wang, M. Kang, A. M. Mondal, & J. Liu (Eds.), 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (pp. 3535-3540). IEEE. https://doi.org/10.1109/BIBM55620.2022.9995477

Kuruwita, Hasitha ; Shu Kay, Ng ; Liew, Alan et al. / Ectopic Heartbeat Detection from ECG Signals using Deep Convolutional Neural Networks. 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). editor / Donald Adjeroh ; Qi Long ; Xinghua Shi ; Fei Guo ; Xiaohua Hu ; Srinivas Aluru ; Giri Narasimhan ; Jianxin Wang ; Mingon Kang ; Ananda M. Mondal ; Jin Liu. IEEE, 2022. pp. 3535-3540

@inproceedings{7d28b0aa6e87444195bb5cb7df8f022a,

title = "Ectopic Heartbeat Detection from ECG Signals using Deep Convolutional Neural Networks",

author = "Hasitha Kuruwita and {Shu Kay}, Ng and Alan Liew and Brent Richards and Kelvin Ross and Kuldeep Kumar and Luke Haseler and Meghan McConnell and Ping Zhang",

year = "2022",

doi = "10.1109/BIBM55620.2022.9995477",

language = "English",

pages = "3535--3540",

editor = "Donald Adjeroh and Qi Long and Xinghua Shi and Fei Guo and Xiaohua Hu and Srinivas Aluru and Giri Narasimhan and Jianxin Wang and Mingon Kang and Mondal, {Ananda M.} and Jin Liu",

booktitle = "2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)",

publisher = "IEEE",

note = "2022 IEEE International Conference on Bioinformatics and Biomedicine, BIBM ; Conference date: 06-12-2022 Through 08-12-2022",

}

Kuruwita, H, Shu Kay, N, Liew, A, Richards, B, Ross, K, Kumar, K, Haseler, L, McConnell, M & Zhang, P 2022, Ectopic Heartbeat Detection from ECG Signals using Deep Convolutional Neural Networks. in D Adjeroh, Q Long, X Shi, F Guo, X Hu, S Aluru, G Narasimhan, J Wang, M Kang, AM Mondal & J Liu (eds), 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE, pp. 3535-3540, 2022 IEEE International Conference on Bioinformatics and Biomedicine, 6/12/22. https://doi.org/10.1109/BIBM55620.2022.9995477

Ectopic Heartbeat Detection from ECG Signals using Deep Convolutional Neural Networks. / Kuruwita, Hasitha; Shu Kay, Ng; Liew, Alan et al.

2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). ed. / Donald Adjeroh; Qi Long; Xinghua Shi; Fei Guo; Xiaohua Hu; Srinivas Aluru; Giri Narasimhan; Jianxin Wang; Mingon Kang; Ananda M. Mondal; Jin Liu. IEEE, 2022. p. 3535-3540.

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

TY - GEN

T1 - Ectopic Heartbeat Detection from ECG Signals using Deep Convolutional Neural Networks

AU - Kuruwita, Hasitha

AU - Shu Kay, Ng

AU - Liew, Alan

AU - Richards, Brent

AU - Ross, Kelvin

AU - Kumar, Kuldeep

AU - Haseler, Luke

AU - McConnell, Meghan

AU - Zhang, Ping

PY - 2022

Y1 - 2022

U2 - 10.1109/BIBM55620.2022.9995477

DO - 10.1109/BIBM55620.2022.9995477

M3 - Conference contribution

SP - 3535

EP - 3540

BT - 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)

A2 - Adjeroh, Donald

A2 - Long, Qi

A2 - Shi, Xinghua

A2 - Guo, Fei

A2 - Hu, Xiaohua

A2 - Aluru, Srinivas

A2 - Narasimhan, Giri

A2 - Wang, Jianxin

A2 - Kang, Mingon

A2 - Mondal, Ananda M.

A2 - Liu, Jin

PB - IEEE

T2 - 2022 IEEE International Conference on Bioinformatics and Biomedicine

Y2 - 6 December 2022 through 8 December 2022

ER -

Kuruwita H, Shu Kay N, Liew A, Richards B, Ross K, Kumar K et al. Ectopic Heartbeat Detection from ECG Signals using Deep Convolutional Neural Networks. In Adjeroh D, Long Q, Shi X, Guo F, Hu X, Aluru S, Narasimhan G, Wang J, Kang M, Mondal AM, Liu J, editors, 2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). IEEE. 2022. p. 3535-3540 https://doi.org/10.1109/BIBM55620.2022.9995477