{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T16:21:10Z","timestamp":1775665270567,"version":"3.50.1"},"reference-count":72,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"name":"Alberta Innovates\u2014Accelerating Innovations into CarE (AICE) Concepts"},{"name":"Natural Sciences and Engineering Research Council of Canada (NSERC) Alliance\u2014Alberta Innovates Programs"},{"name":"Discovery Grant from NSERC"},{"DOI":"10.13039\/501100001809","name":"Natural Science Foundation of China","doi-asserted-by":"crossref","award":["12074258"],"award-info":[{"award-number":["12074258"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"Senior Visiting Scholarship from the State Key Laboratory of Integrated Chips and Systems, Fudan University, Shanghai, China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Alberta Innovates Graduate Fellowship"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3496907","type":"journal-article","created":{"date-parts":[[2024,11,13]],"date-time":"2024-11-13T18:57:40Z","timestamp":1731524260000},"page":"168607-168625","source":"Crossref","is-referenced-by-count":12,"title":["Speckle Noise Reduction for Medical Ultrasound Images Using Hybrid CNN-Transformer Network"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0009-0007-5189-7320","authenticated-orcid":false,"given":"Anparasy","family":"Sivaanpu","sequence":"first","affiliation":[{"name":"Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3835-1079","authenticated-orcid":false,"given":"Kumaradevan","family":"Punithakumar","sequence":"additional","affiliation":[{"name":"Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0391-2454","authenticated-orcid":false,"given":"Rui","family":"Zheng","sequence":"additional","affiliation":[{"name":"School of Information Science and Technology, ShanghaiTech University, Shanghai, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5127-7374","authenticated-orcid":false,"given":"Michelle","family":"Noga","sequence":"additional","affiliation":[{"name":"Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6651-4491","authenticated-orcid":false,"given":"Dean","family":"Ta","sequence":"additional","affiliation":[{"name":"Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7531-8377","authenticated-orcid":false,"given":"Edmond H. M.","family":"Lou","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1907-1258","authenticated-orcid":false,"given":"Lawrence H.","family":"Le","sequence":"additional","affiliation":[{"name":"Department of Radiology and Diagnostic Imaging, University of Alberta, Edmonton, AB, Canada"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0205390"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/tmi.2006.881376"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/tip.2009.2024064"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2020.105477"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1117\/12.3006341"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2017.2685339"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s11075-017-0386-x"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-020-08815-8"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.24996\/ijs.2023.64.6.40"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2016.03.001"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-024-19448-6"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2020.102396"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2015.05.140"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.22266\/ijies2024.0430.50"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.optlastec.2018.08.043"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2020.10.009"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0270745"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2871597"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.jestch.2021.06.010"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR48806.2021.9412758"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-022-02731-9"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2021.106949"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2022.104062"},{"issue":"7","key":"ref24","first-page":"2547","article-title":"Channel adaptive ultrasound image denoising method based on residual encoder-decoder networks","volume":"44","author":"Xianhua","year":"2022","journal-title":"J. Electron. Inf. Technol."},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/IC-CGU58078.2024.10530830"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1177\/0022034520920593"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/diagnostics14020128"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1049\/ell2.12467"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2021.102842"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-022-02573-5"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2018.2858147"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2022.3144628"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.7717\/peerj-cs.873"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ULTSYM.2018.8579764"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2023.105150"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2023.106931"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.imu.2024.101569"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10581-9_3"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2021.102844"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1155\/2018\/7068349"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2839891"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2023.107162"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2019.107367"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref45","first-page":"532","article-title":"Image restoration using very deep convolutional encoder-decoder networks with symmetric skip connections","volume-title":"Proc. NIPS","author":"Mao"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2017.2715284"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2019.05.001"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2023.105242"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3034230"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-87231-1_6"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-87589-3_43"},{"key":"ref54","first-page":"2667","article-title":"Eformer: Edge enhancement based transformer for medical image denoising","volume-title":"Proc. IEEE\/CVF Int. Conf. Comput. Vis. Workshops (ICCVW)","author":"Luthra"},{"key":"ref55","first-page":"1","article-title":"Xformer: Hybrid X-shaped transformer for image denoising","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Zhang"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-024-01108-8"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/iccv48922.2021.00986"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01716"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0200412"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.dib.2019.104863"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/tip.2003.819861"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/icpr.2010.579"},{"key":"ref63","first-page":"532","volume-title":"Despeckle Filtering for Ultrasound Imaging and Video","volume":"1","author":"Loizou","year":"2015"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/jstars.2013.2279501"},{"issue":"4","key":"ref65","first-page":"156","article-title":"An ultrasound image despeckling approach based on principle component analysis","volume":"8","author":"Reza","year":"2014","journal-title":"Int. J. Image Process."},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1118\/1.1585033"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1007\/s11760-018-1357-y"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/IUS54386.2022.9958691"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2020.3048975"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2022.3176486"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1007\/s10489-022-03785-w"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-023-00842-9"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10380310\/10752631.pdf?arnumber=10752631","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T16:17:35Z","timestamp":1732724255000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10752631\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":72,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3496907","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}