{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T21:20:00Z","timestamp":1777670400928,"version":"3.51.4"},"reference-count":75,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Project","doi-asserted-by":"publisher","award":["2020YFC2006600"],"award-info":[{"award-number":["2020YFC2006600"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Scientific Research Foundation for Excellent Talents of Xuzhou Medical University","award":["D2019032"],"award-info":[{"award-number":["D2019032"]}]},{"name":"Jiangsu Training Program of Innovation and Entrepreneurship for Undergraduates","award":["202410313098Y"],"award-info":[{"award-number":["202410313098Y"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2024.3524267","type":"journal-article","created":{"date-parts":[[2024,12,30]],"date-time":"2024-12-30T19:34:41Z","timestamp":1735587281000},"page":"1778-1789","source":"Crossref","is-referenced-by-count":7,"title":["Automatic Sleep Staging Method Using EEG Based on STFT and Residual Network"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8628-3803","authenticated-orcid":false,"given":"Ran","family":"Zhang","sequence":"first","affiliation":[{"name":"School of Medical Information and Engineering, Xuzhou Medical University, Xuzhou, China"}]},{"given":"Rui","family":"Jiang","sequence":"additional","affiliation":[{"name":"School of Medical Information and Engineering, Xuzhou Medical University, Xuzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-2109-7174","authenticated-orcid":false,"given":"Haowei","family":"Hu","sequence":"additional","affiliation":[{"name":"School of Medical Information and Engineering, Xuzhou Medical University, Xuzhou, China"}]},{"given":"Ying","family":"Gao","sequence":"additional","affiliation":[{"name":"School of Medical Information and Engineering, Xuzhou Medical University, Xuzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3157-6988","authenticated-orcid":false,"given":"Wei","family":"Xia","sequence":"additional","affiliation":[{"name":"Shanghai Poseidon Medical Electronic Instrument Company Ltd., Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-5743-4539","authenticated-orcid":false,"given":"Boming","family":"Song","sequence":"additional","affiliation":[{"name":"School of Medical Information and Engineering, Xuzhou Medical University, Xuzhou, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.2201795119"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.pcad.2023.02.005"},{"issue":"1","key":"ref3","first-page":"35","article-title":"The neuroprotective aspects of sleep","volume":"3","author":"Eugene","year":"2015","journal-title":"Medtube Sci."},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/s41591-024-03155-8"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1139\/apnm-2020-0034"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/access.2023.3275087"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3390\/s21051562"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.2172"},{"issue":"3","key":"ref9","first-page":"10","article-title":"Proposed supplements and amendments to a manual of standardized terminology, techniques and scoring system for sleep stages of human subjects, the rechtschaffen & Kales (1968) standard","volume":"55","author":"Hori","year":"2001","journal-title":"Psychiatry Clin. Neurosci."},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.2147\/NSS.S401270"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s13534-023-00299-3"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2023.3238764"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s13534-023-00305-8"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2018.03.020"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3389\/fphys.2021.628502"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2017.2668993"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2015.09.002"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-70527-y"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3389\/fpubh.2022.981019"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.18502\/fbt.v10i1.11512"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s11571-024-10121-0"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2023.105875"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2019.2912955"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.bbe.2020.01.010"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3294410"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-023-00784-0"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00632"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/s10439-015-1290-y"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3068798"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1186\/s40708-024-00219-w"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2022.3147187"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.2978004"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2023.105062"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2024.3426939"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/zsz159"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph16040599"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1186\/s12911-024-02522-2"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/s41105-022-00421-5"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-53827-1"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.8278"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-019-49703-y"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/zsz306"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-021-00510-8"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2019.01.013"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0216456"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.11380"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2021.3076234"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TCSII.2021.3086981"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.3390\/biomedicines11020327"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.119288"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2022.104501"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/jbhi.2023.3332503"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2023.105615"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-024-60796-y"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/jbhi.2024.3457969"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/iembs.2005.1615501"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2021.825434"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-07992-w"},{"key":"ref59","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","author":"Ioffe","year":"2015","journal-title":"1502.03167"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.3390\/app14219863"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2021.106254"},{"key":"ref63","first-page":"1","article-title":"Rectifier nonlinearities improve neural network acoustic models","volume-title":"Proc. ICML","author":"Maas"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1007\/s13246-015-0409-7"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/tim.2018.2799059"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/access.2020.2982434"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2023.105631"},{"issue":"2","key":"ref68","first-page":"280","article-title":"Automatic sleep staging based on power spectral density and random forest","volume":"40","author":"Gao","year":"2023","journal-title":"J. Biomed. Eng."},{"issue":"1","key":"ref69","first-page":"62","article-title":"An evaluation of statistical approaches to text categorization","volume-title":"Proc. Amia Annu. Fall Symp.","volume":"1","author":"Yang"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.3791\/53678-v"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1016\/j.pneurobio.2020.101902"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1097\/md.0000000000030089"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/tnsre.2017.2721116"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/eecsi.2017.8239089"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/TNSRE.2017.2721116"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/10818687.pdf?arnumber=10818687","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,6]],"date-time":"2025-01-06T19:45:20Z","timestamp":1736192720000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10818687\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":75,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3524267","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}