{"id":"https://openalex.org/W4410296532","doi":"https://doi.org/10.1109/isbi60581.2025.10980791","title":"Blending Parametric Model and Neural Refinement: A Coarse-to-Fine Approach for Predicting Facial Changes in Orthognathic Surgery","display_name":"Blending Parametric Model and Neural Refinement: A Coarse-to-Fine Approach for Predicting Facial Changes in Orthognathic Surgery","publication_year":2025,"publication_date":"2025-04-14","ids":{"openalex":"https://openalex.org/W4410296532","doi":"https://doi.org/10.1109/isbi60581.2025.10980791"},"language":"en","primary_location":{"id":"doi:10.1109/isbi60581.2025.10980791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10980791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101188544","display_name":"Jiawen Yang","orcid":"https://orcid.org/0009-0007-6482-6724"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jiawen Yang","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University,Shanghai,China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109302373","display_name":"Dongming He","orcid":null},"institutions":[{"id":"https://openalex.org/I4210097066","display_name":"Shanghai Ninth People's Hospital","ror":"https://ror.org/010826a91","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210097066"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongming He","raw_affiliation_strings":["Shanghai Ninth People&#x0027;s Hospital,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Ninth People&#x0027;s Hospital,China","institution_ids":["https://openalex.org/I4210097066"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086474293","display_name":"Xuanyu Tian","orcid":"https://orcid.org/0009-0009-6724-373X"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuanyu Tian","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University,Shanghai,China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100462123","display_name":"\u041b\u0435\u0439 \u041c\u0430","orcid":"https://orcid.org/0000-0001-6024-3854"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Ma","raw_affiliation_strings":["School of Electronics and Information Engineering, Tongji University,Department of Control Science and Engineering,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Tongji University,Department of Control Science and Engineering,Shanghai,China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101500646","display_name":"Jingyi Yu","orcid":"https://orcid.org/0000-0001-9198-6853"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyi Yu","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University,Shanghai,China","institution_ids":["https://openalex.org/I30809798"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100348166","display_name":"Xudong Wang","orcid":"https://orcid.org/0000-0003-3697-4651"},"institutions":[{"id":"https://openalex.org/I4210097066","display_name":"Shanghai Ninth People's Hospital","ror":"https://ror.org/010826a91","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210097066"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xudong Wang","raw_affiliation_strings":["Shanghai Ninth People&#x0027;s Hospital,China"],"affiliations":[{"raw_affiliation_string":"Shanghai Ninth People&#x0027;s Hospital,China","institution_ids":["https://openalex.org/I4210097066"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100654429","display_name":"Yuyao Zhang","orcid":"https://orcid.org/0000-0001-6706-4867"},"institutions":[{"id":"https://openalex.org/I30809798","display_name":"ShanghaiTech University","ror":"https://ror.org/030bhh786","country_code":"CN","type":"education","lineage":["https://openalex.org/I30809798"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuyao Zhang","raw_affiliation_strings":["School of Information Science and Technology, ShanghaiTech University,Shanghai,China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, ShanghaiTech University,Shanghai,China","institution_ids":["https://openalex.org/I30809798"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101188544"],"corresponding_institution_ids":["https://openalex.org/I30809798"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10574872,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10356","display_name":"Orthodontics and Dentofacial Orthopedics","score":0.98089998960495,"subfield":{"id":"https://openalex.org/subfields/3505","display_name":"Orthodontics"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11363","display_name":"Dental Radiography and Imaging","score":0.9783999919891357,"subfield":{"id":"https://openalex.org/subfields/3504","display_name":"Oral Surgery"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/orthognathic-surgery","display_name":"Orthognathic surgery","score":0.9137353897094727},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.5765072703361511},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5712360143661499},{"id":"https://openalex.org/keywords/parametric-model","display_name":"Parametric model","score":0.48709750175476074},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4779415428638458},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4090421199798584},{"id":"https://openalex.org/keywords/orthodontics","display_name":"Orthodontics","score":0.4074938893318176},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2119300365447998},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16907212138175964},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1067093014717102}],"concepts":[{"id":"https://openalex.org/C2776347944","wikidata":"https://www.wikidata.org/wiki/Q3311217","display_name":"Orthognathic surgery","level":2,"score":0.9137353897094727},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.5765072703361511},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5712360143661499},{"id":"https://openalex.org/C24574437","wikidata":"https://www.wikidata.org/wiki/Q7135228","display_name":"Parametric model","level":3,"score":0.48709750175476074},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4779415428638458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4090421199798584},{"id":"https://openalex.org/C29694066","wikidata":"https://www.wikidata.org/wiki/Q118301","display_name":"Orthodontics","level":1,"score":0.4074938893318176},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2119300365447998},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16907212138175964},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1067093014717102}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi60581.2025.10980791","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10980791","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3703025150","display_name":null,"funder_award_id":"62071299","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2069537876","https://openalex.org/W2084583967","https://openalex.org/W2091303699","https://openalex.org/W2769666294","https://openalex.org/W2800812237","https://openalex.org/W2979564147","https://openalex.org/W2997088169","https://openalex.org/W3157404549","https://openalex.org/W3161556889","https://openalex.org/W4282945183","https://openalex.org/W4302011191","https://openalex.org/W4310444167","https://openalex.org/W4387225940","https://openalex.org/W4390874447","https://openalex.org/W4391251925","https://openalex.org/W4399129211"],"related_works":["https://openalex.org/W2289718384","https://openalex.org/W2392978342","https://openalex.org/W2375548108","https://openalex.org/W1995675544","https://openalex.org/W2064218658","https://openalex.org/W2509524819","https://openalex.org/W2012121796","https://openalex.org/W2068427817","https://openalex.org/W2952090425","https://openalex.org/W2538333368"],"abstract_inverted_index":{"Accurate":[0],"prediction":[1,45],"of":[2,46],"postoperative":[3,48,128],"facial":[4,60,91,110,129],"soft":[5],"tissue":[6],"changes":[7],"is":[8],"crucial":[9],"for":[10,27],"effective":[11],"preoperative":[12],"planning":[13],"in":[14,126],"orthognathic":[15,117],"deformity":[16],"surgery.":[17],"In":[18,70],"this":[19],"paper,":[20],"we":[21],"propose":[22],"a":[23,96],"novel":[24],"coarse-to-fine":[25],"framework":[26],"predicting":[28,127],"these":[29],"changes.":[30],"The":[31],"coarse":[32,75],"module":[33,99],"employs":[34],"the":[35,47,53,58,71,74,90,103,107],"parametric":[36],"statistical":[37],"face":[38],"model,":[39],"SCULPTOR,":[40],"to":[41,101],"generate":[42],"an":[43],"initial":[44],"face.":[49],"SCULPTOR":[50],"effectively":[51],"captures":[52],"bidirectional":[54],"linear":[55],"relationship":[56,105],"between":[57,106],"outer":[59],"surface":[61],"and":[62,109],"underlying":[63],"bone":[64],"structures,":[65],"while":[66],"modeling":[67],"surgical":[68],"deformations.":[69],"fine":[72],"module,":[73],"predictions":[76],"are":[77,84],"first":[78],"converted":[79],"into":[80],"UV":[81],"maps,":[82],"which":[83],"then":[85],"refined":[86],"using":[87],"FocalNet":[88],"as":[89],"feature":[92],"extractor":[93],"(FFE),":[94],"incorporating":[95],"craniofacial":[97],"transformation":[98],"(CTM)":[100],"capture":[102],"non-linear":[104],"skeleton":[108],"surface.":[111],"Experimental":[112],"results":[113],"on":[114],"patients":[115],"undergoing":[116],"surgery":[118],"demonstrate":[119],"that":[120],"our":[121],"method":[122],"surpasses":[123],"state-of-the-art":[124],"techniques":[125],"outcomes.":[130]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
