{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,26]],"date-time":"2026-03-26T15:33:12Z","timestamp":1774539192223,"version":"3.50.1"},"reference-count":46,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T00:00:00Z","timestamp":1733184000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,3]],"date-time":"2024-12-03T00:00:00Z","timestamp":1733184000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003453","name":"Natural Science Foundation of Guangdong Province","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100003453","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,12,3]]},"DOI":"10.1109\/bibm62325.2024.10822754","type":"proceedings-article","created":{"date-parts":[[2025,1,10]],"date-time":"2025-01-10T15:12:45Z","timestamp":1736521965000},"page":"6498-6505","source":"Crossref","is-referenced-by-count":14,"title":["ECGMamba: Towards ECG Classification with State Space Models"],"prefix":"10.1109","author":[{"given":"Yupeng","family":"Qiang","sequence":"first","affiliation":[{"name":"South China University of Technology,School of Automation Science and Engineering,Guangzhou,China"}]},{"given":"Xunde","family":"Dong","sequence":"additional","affiliation":[{"name":"South China University of Technology,School of Automation Science and Engineering,Guangzhou,China"}]},{"given":"Xiuling","family":"Liu","sequence":"additional","affiliation":[{"name":"Hebei University,Key Laboratory of Digital Medical Engineering of Hebei Province,China"}]},{"given":"Yang","family":"Yang","sequence":"additional","affiliation":[{"name":"South China University of Technology,School of Automation Science and Engineering,Guangzhou,China"}]},{"given":"Fei","family":"Hu","sequence":"additional","affiliation":[{"name":"South China University of Technology,School of Automation Science and Engineering,Guangzhou,China"}]},{"given":"Rongjia","family":"Wang","sequence":"additional","affiliation":[{"name":"South China University of Technology,School of Automation Science and Engineering,Guangzhou,China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2023.3258521"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.23919\/CCC63176.2024.10661905"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2019.105138"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2023.105766"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2023.3257022"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2019.06.024"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2024.108406"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6579\/aaf34d"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2022.01.030"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CAC59555.2023.10452098"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2017.2705582"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2021.3060433"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2022.05.070"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2024.106382"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2019.2910082"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.3390\/app909187"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2020.2984493"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1166\/jmihi.2021.3913"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3390\/bios12010015"},{"key":"ref20","article-title":"Msw-Transformer: Multi-scale shifted windows transformer networks for 12-lead ECG classification","author":"Cheng","year":"2023"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.22489\/CinC.2020.107"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2023.111006"},{"key":"ref23","article-title":"Efficiently modeling long sequences with structured state spaces","author":"Gu","year":"2021"},{"key":"ref24","article-title":"Simplified state space layers for sequence modeling","author":"Smith","year":"2022"},{"key":"ref25","article-title":"DenseMamba: State space models with dense hidden connection for efficient large language models","author":"He","year":"2024"},{"key":"ref26","article-title":"Long range language modeling via gated state spaces","volume-title":"International Conference on Learning Representations","author":"Mehta"},{"key":"ref27","article-title":"Mamba: Linear-time sequence modeling with selective state spaces","author":"Gu","year":"2023"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/WACV56688.2023.00529"},{"key":"ref29","article-title":"Searching for activation functions","author":"Ramachandran","year":"2017"},{"key":"ref30","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014"},{"key":"ref31","article-title":"Generalization and parameter estimation in feedforward nets: Some experiments","volume":"2","author":"Morgan","year":"1989","journal-title":"Advances in neural information processing systems"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-020-0495-6"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1166\/jmihi.2018.2442"},{"key":"ref34","first-page":"1137","article-title":"A study of cross-validation and bootstrap for accuracy estimation and model selection","volume-title":"Ijcai","volume":"14","author":"Kohavi","year":"1995"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2582924"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.2981526"},{"key":"ref39","article-title":"An image is worth 16x16 words: Transformers for image recognition at scale","author":"Dosovitskiy","year":"2020"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.22489\/CinC.2020.281"},{"key":"ref41","article-title":"Gated Transformer networks for multivariate time series classification","author":"Liu","year":"2021"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3187741"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3292066"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2022.106390"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2023.3235374"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.margen.2019.100723"}],"event":{"name":"2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","location":"Lisbon, Portugal","start":{"date-parts":[[2024,12,3]]},"end":{"date-parts":[[2024,12,6]]}},"container-title":["2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10821710\/10821711\/10822754.pdf?arnumber=10822754","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,5]],"date-time":"2025-12-05T18:35:21Z","timestamp":1764959721000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10822754\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,3]]},"references-count":46,"URL":"https:\/\/doi.org\/10.1109\/bibm62325.2024.10822754","relation":{},"subject":[],"published":{"date-parts":[[2024,12,3]]}}}