{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,22]],"date-time":"2026-03-22T07:25:57Z","timestamp":1774164357436,"version":"3.50.1"},"reference-count":21,"publisher":"Wiley","license":[{"start":{"date-parts":[[2024,5,6]],"date-time":"2024-05-06T00:00:00Z","timestamp":1714953600000},"content-version":"unspecified","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/100019600","name":"Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc B\u00e1ch Khoa H\u00e0 N\u1ed9i","doi-asserted-by":"publisher","award":["T2023-PC-030"],"award-info":[{"award-number":["T2023-PC-030"]}],"id":[{"id":"10.13039\/100019600","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Journal of Electrical and Computer Engineering"],"published-print":{"date-parts":[[2024,5,6]]},"abstract":"<jats:p>Noise is an undesirable and disturbing effect that degrades the quality of an image. The importance of noise reduction in images and its wide-ranging applications are essential. Most popular image noise filters rely on static parameters that are often challenging to fine-tune. Dynamically adapting these static parameters for image noise filters is a critical area of research. In this study, a combination model between the features of complex networks and artificial neural networks is proposed to automatically find the noise reduction parameter of the block-matching and 3D filtering method. Experimental results on the black and white MRI image set have shown that the model correctly predicted the parameters of the BM3D filter and removed the noise in the images of those MRI images. The model gave high denoising results with PSNR of 51.94 and SSIM of 0.998.<\/jats:p>","DOI":"10.1155\/2024\/2606485","type":"journal-article","created":{"date-parts":[[2024,5,6]],"date-time":"2024-05-06T22:35:07Z","timestamp":1715034907000},"page":"1-9","source":"Crossref","is-referenced-by-count":2,"title":["Denoising Method for MRI Images Using Modified BM3D Filter with Complex Network and Artificial Neural Networks"],"prefix":"10.1155","volume":"2024","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8512-9529","authenticated-orcid":true,"given":"Trong-Thanh","family":"Han","sequence":"first","affiliation":[{"name":"School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi 100000, Vietnam"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0005-6846-878X","authenticated-orcid":true,"given":"Hinh","family":"Nguyen Van","sequence":"additional","affiliation":[{"name":"Department of Science and Technology Management and International Cooperation, Posts and Telecommunications Institute of Technology, Hanoi 100000, Vietnam"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2734-5781","authenticated-orcid":true,"given":"Phat","family":"Nguyen Huu","sequence":"additional","affiliation":[{"name":"School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi 100000, Vietnam"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","reference":[{"issue":"1","key":"1","first-page":"65","article-title":"Magnetic resonance imaging (MRI)\u2013A review","volume":"3","author":"G. Katti","year":"2011","journal-title":"International Journal of Dental Clinics"},{"key":"2","doi-asserted-by":"publisher","DOI":"10.1137\/040616024"},{"key":"3","doi-asserted-by":"publisher","DOI":"10.1109\/tip.2007.901238"},{"key":"4","doi-asserted-by":"publisher","DOI":"10.1016\/j.physrep.2005.10.009"},{"key":"5","volume-title":"Neural Networks and Learning Machines","author":"S. Haykin","year":"2009"},{"key":"6","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-022-13569-6"},{"key":"7","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-023-09148-y"},{"key":"8","doi-asserted-by":"publisher","DOI":"10.1186\/s12880-019-0305-9"},{"key":"9","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2020.03.036"},{"key":"10","doi-asserted-by":"publisher","DOI":"10.3389\/frai.2021.642731"},{"key":"11","doi-asserted-by":"publisher","DOI":"10.1007\/s10772-020-09793-w"},{"key":"12","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-022-03773-2"},{"key":"13","doi-asserted-by":"crossref","article-title":"MRI image denoising using U-net and image processing techniques","author":"D. Mehta","DOI":"10.1109\/ICAST55766.2022.10039653"},{"key":"14","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-023-14457-3"},{"key":"15","doi-asserted-by":"publisher","DOI":"10.1145\/584091.584093"},{"key":"16","doi-asserted-by":"publisher","DOI":"10.1109\/tip.2020.3014721"},{"key":"17","doi-asserted-by":"publisher","DOI":"10.1038\/30918"},{"key":"18","article-title":"A complex network-based approach to the analysis and classification of images","author":"de LimaGeovana Vl"},{"key":"19","article-title":"Image quality metrics: PSNR vs. SSIM","author":"A. Hore"},{"key":"20","doi-asserted-by":"crossref","article-title":"Theory of the backpropagation neural network","author":"Hecht-Nielsen","DOI":"10.1109\/IJCNN.1989.118638"},{"issue":"1","key":"21","first-page":"1525","article-title":"Root mean square error (RMSE) or mean absolute error (MAE)","volume":"7","author":"T. Chai","year":"2014","journal-title":"Geoscientific Model Development Discussions"}],"container-title":["Journal of Electrical and Computer Engineering"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/downloads.hindawi.com\/journals\/jece\/2024\/2606485.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/jece\/2024\/2606485.xml","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/downloads.hindawi.com\/journals\/jece\/2024\/2606485.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,5,6]],"date-time":"2024-05-06T22:35:14Z","timestamp":1715034914000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.hindawi.com\/journals\/jece\/2024\/2606485\/"}},"subtitle":[],"editor":[{"given":"Shibendu","family":"Mahata","sequence":"additional","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2024,5,6]]},"references-count":21,"alternative-id":["2606485","2606485"],"URL":"https:\/\/doi.org\/10.1155\/2024\/2606485","relation":{},"ISSN":["2090-0155","2090-0147"],"issn-type":[{"value":"2090-0155","type":"electronic"},{"value":"2090-0147","type":"print"}],"subject":[],"published":{"date-parts":[[2024,5,6]]}}}