{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,27]],"date-time":"2025-08-27T15:58:37Z","timestamp":1756310317543,"version":"3.41.2"},"reference-count":24,"publisher":"Wiley","issue":"1","license":[{"start":{"date-parts":[[2023,10,27]],"date-time":"2023-10-27T00:00:00Z","timestamp":1698364800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/onlinelibrary.wiley.com\/termsAndConditions#vor"}],"funder":[{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","award":["DUT22YG104"],"award-info":[{"award-number":["DUT22YG104"]}],"id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62372079","61972440","61572101"],"award-info":[{"award-number":["62372079","61972440","61572101"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Numer Methods Biomed Eng"],"published-print":{"date-parts":[[2024,1]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>Comminuted fractures are orthopedic traumas with greater surgical difficulty. In clinical treatment, a great challenge is precise reduction of multiple broken bone fragments; Another great challenge is personalized and precise internal fixation after reduction. For these two issues, we designed an automated method framework for precise reduction and internal fixation of comminuted fractures. First, the Gaussian mixture model (GMM) is used to distinguish section points and noise points in a broken bone model; Second, ellipse fitting is carried out to achieve section points matching and a descriptor is proposed to describe the section features; Then, the Convolution Auto\u2010Encoder (CAE) and genetic algorithm are used to extract feature vectors; Finally, after broken bone models registration, internal fixed plate can be reconstructed. Three verification experiments for comminuted bone fracture show this method has high accuracy and good efficiency. It can provide support for minimally invasive treatment for comminuted fractures.<\/jats:p>","DOI":"10.1002\/cnm.3786","type":"journal-article","created":{"date-parts":[[2023,10,28]],"date-time":"2023-10-28T06:18:52Z","timestamp":1698473932000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["An automatic reduction method of <scp>3D<\/scp> bone fragments based on a novel section contour point descriptor"],"prefix":"10.1002","volume":"40","author":[{"given":"Song","family":"Zhang","sequence":"first","affiliation":[{"name":"International School of Information Science &amp; Engineering (DUT\u2010RUISE) Dalian University of Technology  Dalian China"},{"name":"DUT\u2010RU Co\u2010Research Center of Advanced ICT for Active Life Dalian University of Technology  Dalian China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qifeng","family":"Wang","sequence":"additional","affiliation":[{"name":"International School of Information Science &amp; Engineering (DUT\u2010RUISE) Dalian University of Technology  Dalian China"},{"name":"DUT\u2010RU Co\u2010Research Center of Advanced ICT for Active Life Dalian University of Technology  Dalian China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qiming","family":"Cao","sequence":"additional","affiliation":[{"name":"International School of Information Science &amp; Engineering (DUT\u2010RUISE) Dalian University of Technology  Dalian China"},{"name":"DUT\u2010RU Co\u2010Research Center of Advanced ICT for Active Life Dalian University of Technology  Dalian China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhe","family":"Li","sequence":"additional","affiliation":[{"name":"School of Biomedical Engineering Sun Yat\u2010sen University  Guangzhou China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liang","family":"Yang","sequence":"additional","affiliation":[{"name":"The Second Hospital Dalian Medical University  Dalian China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1072-6601","authenticated-orcid":false,"given":"Bin","family":"Liu","sequence":"additional","affiliation":[{"name":"International School of Information Science &amp; Engineering (DUT\u2010RUISE) Dalian University of Technology  Dalian China"},{"name":"DUT\u2010RU Co\u2010Research Center of Advanced ICT for Active Life Dalian University of Technology  Dalian China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2023,10,27]]},"reference":[{"key":"e_1_2_9_2_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0244291"},{"key":"e_1_2_9_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0363-5023(09)91097-8"},{"key":"e_1_2_9_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jos.2017.10.002"},{"key":"e_1_2_9_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/PGEC.1964.263781"},{"key":"e_1_2_9_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/BF02186360"},{"key":"e_1_2_9_7_1","doi-asserted-by":"publisher","DOI":"10.1080\/10255841003762042"},{"key":"e_1_2_9_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2017.10.006"},{"key":"e_1_2_9_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2008.2005970"},{"key":"e_1_2_9_10_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jcms.2015.11.010"},{"key":"e_1_2_9_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2010.07.012"},{"key":"e_1_2_9_12_1","doi-asserted-by":"publisher","DOI":"10.1007\/s40846-019-00477-8"},{"key":"e_1_2_9_13_1","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2961391"},{"key":"e_1_2_9_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-007-0121-5"},{"key":"e_1_2_9_15_1","doi-asserted-by":"publisher","DOI":"10.3390\/jpm11030190"},{"key":"e_1_2_9_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compmedimag.2021.101884"},{"key":"e_1_2_9_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2016.12.014"},{"key":"e_1_2_9_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2020.101917"},{"key":"e_1_2_9_19_1","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2011.2105487"},{"key":"e_1_2_9_20_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2014.01.004"},{"key":"e_1_2_9_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/TAC.1981.1102568"},{"key":"e_1_2_9_22_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2018.05.019"},{"issue":"1","key":"e_1_2_9_23_1","first-page":"69","article-title":"Survey on genetic algorithm","volume":"2","author":"Genlin J","year":"2004","journal-title":"Computer Applications and Software"},{"issue":"99","key":"e_1_2_9_24_1","first-page":"1","article-title":"Point cloud registration based on one\u2010point ransac and scale\u2010annealing biweight estimation","author":"Li J","year":"2021","journal-title":"IEEE Trans Geosci Remote Sens"},{"key":"e_1_2_9_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/38.67702"}],"container-title":["International Journal for Numerical Methods in Biomedical Engineering"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/pdf\/10.1002\/cnm.3786","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T05:31:29Z","timestamp":1705901489000},"score":1,"resource":{"primary":{"URL":"https:\/\/onlinelibrary.wiley.com\/doi\/10.1002\/cnm.3786"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,27]]},"references-count":24,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2024,1]]}},"alternative-id":["10.1002\/cnm.3786"],"URL":"https:\/\/doi.org\/10.1002\/cnm.3786","archive":["Portico"],"relation":{},"ISSN":["2040-7939","2040-7947"],"issn-type":[{"type":"print","value":"2040-7939"},{"type":"electronic","value":"2040-7947"}],"subject":[],"published":{"date-parts":[[2023,10,27]]},"assertion":[{"value":"2023-03-24","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-10-02","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2023-10-27","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}],"article-number":"e3786"}}