{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,30]],"date-time":"2026-09-30T07:02:31Z","timestamp":1790751751770,"version":"4.1.0"},"reference-count":57,"publisher":"Informa UK Limited","license":[{"start":{"date-parts":[[2026,8,7]],"date-time":"2026-08-07T00:00:00Z","timestamp":1786060800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/doi.org\/10.1080\/policies-text-data-mining"}],"content-domain":{"domain":["www.tandfonline.com"],"crossmark-restriction":true},"short-container-title":["Journal of Medical Engineering &amp; Technology"],"DOI":"10.1080\/03091902.2026.2713702","type":"journal-article","created":{"date-parts":[[2026,8,7]],"date-time":"2026-08-07T14:16:41Z","timestamp":1786112201000},"page":"1-22","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":1,"title":["Enhancing cardiovascular disease diagnosis through knowledge distillation and hybrid Transformer-CNN-SENet architecture"],"prefix":"10.1080","author":[{"given":"Nasim","family":"Beigzadeh","sequence":"first","affiliation":[{"name":"Department of Computer Engineering and Information Technology, Razi University","place":["Kermanshah, Iran"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Abdolhossein","family":"Fathi","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering and Information Technology, Razi University","place":["Kermanshah, Iran"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"301","published-online":{"date-parts":[[2026,8,7]]},"reference":[{"key":"e_1_3_2_2_1","unstructured":"\u201cNo Title.\u201d Available from: https:\/\/www.who.int\/news-room\/fact-sheets\/detail\/cardiovascular-diseases-(cvds.)"},{"key":"e_1_3_2_3_1","unstructured":"\u201cNo Title.\u201d Available from: https:\/\/www.cdc.gov\/heart-disease\/data-research\/facts-stats\/index.html."},{"key":"e_1_3_2_4_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-018-1179-1"},{"key":"e_1_3_2_5_1","doi-asserted-by":"publisher","DOI":"10.4018\/IJHISI.334021"},{"key":"e_1_3_2_6_1","doi-asserted-by":"publisher","DOI":"10.4018\/IJHISI.324931"},{"key":"e_1_3_2_7_1","doi-asserted-by":"publisher","DOI":"10.1155\/2019\/6320651"},{"key":"e_1_3_2_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2023.105499"},{"key":"e_1_3_2_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2024.106141"},{"key":"e_1_3_2_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2022.102236"},{"key":"e_1_3_2_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2023.107503"},{"key":"e_1_3_2_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2023.3235374"},{"key":"e_1_3_2_13_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1542-474X.2011.00435.x"},{"key":"e_1_3_2_14_1","doi-asserted-by":"publisher","DOI":"10.3233\/KES-200043"},{"key":"e_1_3_2_15_1","doi-asserted-by":"publisher","DOI":"10.3233\/KES-210052"},{"key":"e_1_3_2_16_1","doi-asserted-by":"publisher","DOI":"10.4018\/IJHISI.336548"},{"key":"e_1_3_2_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2026.115038"},{"key":"e_1_3_2_18_1","doi-asserted-by":"publisher","DOI":"10.3390\/s21248174"},{"key":"e_1_3_2_19_1","doi-asserted-by":"publisher","DOI":"10.3390\/math11030562"},{"key":"e_1_3_2_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2022.105550"},{"key":"e_1_3_2_21_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.118398"},{"key":"e_1_3_2_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2021.106006"},{"key":"e_1_3_2_23_1","doi-asserted-by":"publisher","DOI":"10.3389\/fcvm.2021.654515"},{"key":"e_1_3_2_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3236189"},{"key":"e_1_3_2_25_1","doi-asserted-by":"publisher","DOI":"10.1080\/03091900600718675"},{"key":"e_1_3_2_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.sbsr.2022.100502"},{"key":"e_1_3_2_27_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.matpr.2022.10.223"},{"key":"e_1_3_2_28_1","doi-asserted-by":"publisher","DOI":"10.3390\/bios11060188"},{"key":"e_1_3_2_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3269397"},{"key":"e_1_3_2_30_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2022.11.069"},{"key":"e_1_3_2_31_1","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics13010087"},{"key":"e_1_3_2_32_1","doi-asserted-by":"publisher","DOI":"10.3390\/s22249576"},{"key":"e_1_3_2_33_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2023.110555"},{"key":"e_1_3_2_34_1","doi-asserted-by":"publisher","DOI":"10.3109\/03091902.2013.828105"},{"key":"e_1_3_2_35_1","first-page":"29","article-title":"Employing deep learning-based model on printed image of ECG signals for cardiovascular disease detection","author":"Beigzadeh N","year":"2025","unstructured":"Beigzadeh N, Fathi A. Employing deep learning-based model on printed image of ECG signals for cardiovascular disease detection. J Mach Vis Image Process. 2025;11(3):29\u201343.","journal-title":"J Mach Vis Image Process"},{"key":"e_1_3_2_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2939947"},{"key":"e_1_3_2_37_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2018.06.002"},{"key":"e_1_3_2_38_1","doi-asserted-by":"publisher","DOI":"10.3390\/biomedinformatics3020033"},{"key":"e_1_3_2_39_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2023.3300752"},{"key":"e_1_3_2_40_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2022.105325"},{"key":"e_1_3_2_41_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2024.111396"},{"key":"e_1_3_2_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2020.10.014"},{"key":"e_1_3_2_43_1","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-023-05147-6"},{"key":"e_1_3_2_44_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2023.104581"},{"key":"e_1_3_2_45_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2023.111006"},{"key":"e_1_3_2_46_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2024.120239"},{"key":"e_1_3_2_47_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2024.106382"},{"key":"e_1_3_2_48_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-021-01453-z"},{"key":"e_1_3_2_49_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00745"},{"key":"e_1_3_2_50_1","first-page":"6853","article-title":"Convex bounds on the softmax function with applications to robustness verification","volume":"206","author":"Wei D","year":"2023","unstructured":"Wei D, Wu H, Wu M, et al. Convex bounds on the softmax function with applications to robustness verification. Proc Mach Learn Res. 2023;206:6853\u20136878.","journal-title":"Proc Mach Learn Res"},{"key":"e_1_3_2_51_1","unstructured":"Knowledge Distillation. Available from: https:\/\/pytorch.org\/tutorials\/beginner\/knowledge_distillation_tutorial.html."},{"key":"e_1_3_2_52_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-020-0495-6"},{"key":"e_1_3_2_53_1","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.3022989"},{"key":"e_1_3_2_54_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2024.3369152"},{"key":"e_1_3_2_55_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2024.106253"},{"key":"e_1_3_2_56_1","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2023.3327025"},{"key":"e_1_3_2_57_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.122969"},{"key":"e_1_3_2_58_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.121497"}],"container-title":["Journal of Medical Engineering &amp; Technology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/03091902.2026.2713702","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.tandfonline.com\/doi\/full-xml\/10.1080\/03091902.2026.2713702","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/www.tandfonline.com\/doi\/pdf\/10.1080\/03091902.2026.2713702","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,8,7]],"date-time":"2026-08-07T14:16:42Z","timestamp":1786112202000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.tandfonline.com\/doi\/full\/10.1080\/03091902.2026.2713702"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,8,7]]},"references-count":57,"alternative-id":["10.1080\/03091902.2026.2713702"],"URL":"https:\/\/doi.org\/10.1080\/03091902.2026.2713702","relation":{},"ISSN":["0309-1902","1464-522X"],"issn-type":[{"value":"0309-1902","type":"print"},{"value":"1464-522X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,8,7]]},"assertion":[{"value":"The publishing and review policy for this title is described in its Aims & Scope.","order":1,"name":"peerreview_statement","label":"Peer Review Statement"},{"value":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=ijmt20","URL":"http:\/\/www.tandfonline.com\/action\/journalInformation?show=aimsScope&journalCode=ijmt20","order":2,"name":"aims_and_scope_url","label":"Aim & Scope"},{"value":"2025-12-17","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-07-14","order":1,"name":"revised","label":"Revised","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-07-29","order":2,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2026-08-07","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}