{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,12]],"date-time":"2026-06-12T16:54:12Z","timestamp":1781283252707,"version":"3.54.1"},"reference-count":51,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Artif. Intell."],"published-print":{"date-parts":[[2026,6]]},"DOI":"10.1109\/tai.2025.3639453","type":"journal-article","created":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T18:45:39Z","timestamp":1764787539000},"page":"3383-3398","source":"Crossref","is-referenced-by-count":1,"title":["Interpretable CNN\u2013LSTM Framework for Multiclass Neuromuscular Disorder Classification Using Clinically Relevant EMG Features"],"prefix":"10.1109","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-7367-4712","authenticated-orcid":false,"given":"Anika Tasnim","family":"Ritu","sequence":"first","affiliation":[{"name":"Department of Electrical and Electronic Engineering, Bangladesh Army University of Engineering & Technology, Natore, Bangladesh"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0621-5582","authenticated-orcid":false,"given":"Shahed","family":"Hossain","sequence":"additional","affiliation":[{"name":"Health Informatics Research Laboratory (HIRL), Department of Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0132-1717","authenticated-orcid":false,"given":"Md. Zahid","family":"Hasan","sequence":"additional","affiliation":[{"name":"Health Informatics Research Laboratory (HIRL), Department of Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-7532-0359","authenticated-orcid":false,"given":"Sushanto","family":"Bosak","sequence":"additional","affiliation":[{"name":"Department of Electrical & Electronic Engineering, Rajshahi University of Engineering & Technology, Kazla, Rajshahi, Bangladesh"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Abubokor","family":"Hanip","sequence":"additional","affiliation":[{"name":"Chancellor’s Office, Washington University of Science and Technology, Alexandria, VA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6747-0846","authenticated-orcid":false,"given":"Touhid","family":"Bhuiyan","sequence":"additional","affiliation":[{"name":"School of Information Technology, Washington University of Science and Technology, Alexandria, VA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.lfs.2023.122186"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-824060-1.00039-0"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.otsr.2017.04.019"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0210574"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.amjmed.2017.12.042"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1093\/ptj\/61.1.7"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/WIECON-ECE64149.2024.10914752"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.clinph.2022.11.019"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2023.104582"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2022.104011"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2021.103098"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2021.103037"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2022.107079"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1002\/ima.22811"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1002\/ima.22709"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/s13246-021-01046-7"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s12065-018-0174-0"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1921\/1\/012043"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.3001877"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.2478\/pjmpe-2020-0018"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s11760-019-01590-6"},{"key":"ref22","article-title":"Detailed analysis of clinical electromyography signals: EMG decomposition, findings and firing pattern analysis in controls and patients with myopathy and amytrophic lateral sclerosis","author":"Nikolic","year":"2001"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1504\/IJBET.2022.126493"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2023.3266418"},{"key":"ref25","article-title":"Electromyographic data recordings during isometric contractions of the biceps brachii and deltoid collected from patients and healthy subjects","volume":"V1","author":"Messekher","year":"2023","journal-title":"Mendeley Data"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9747366"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/app14135784"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.7717\/peerj-cs.379"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2020.3046160"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2012.01.102"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucli.2021.06.001"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-019-02073-z"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.chaos.2022.112965"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2022.109924"},{"key":"ref35","first-page":"266","article-title":"Generalized fisher score for feature selection","volume-title":"Proc. 27th Conf. Uncertainty Artif. Intell. (UAI)","author":"Gu","year":"2011"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1023\/A:1012487302797"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022643204877"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2023.3327981"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1967.1053964"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1002\/SERIES1345"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.29172\/7c2a6982-6d72-4cd8-bba6-2fccb06a7011"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref44","first-page":"3146","article-title":"LightGBM: A highly efficient gradient boosting decision tree","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"30","author":"Ke","year":"2017"},{"key":"ref45","first-page":"6638","article-title":"Catboost: Unbiased boosting with categorical features","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"31","author":"Prokhorenkova","year":"2018"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1017\/S0962492900002919"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3084827"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2025.3564603"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/tai.2025.3567434"}],"container-title":["IEEE Transactions on Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/9078688\/11541276\/11275700.pdf?arnumber=11275700","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T20:10:03Z","timestamp":1780431003000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11275700\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6]]},"references-count":51,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tai.2025.3639453","relation":{},"ISSN":["2691-4581"],"issn-type":[{"value":"2691-4581","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,6]]}}}