{"id":"https://openalex.org/W3125766290","doi":"https://doi.org/10.1109/jbhi.2021.3054494","title":"Estimating Reference Bony Shape Models for Orthognathic Surgical Planning Using 3D Point-Cloud Deep Learning","display_name":"Estimating Reference Bony Shape Models for Orthognathic Surgical Planning Using 3D Point-Cloud Deep Learning","publication_year":2021,"publication_date":"2021-01-26","ids":{"openalex":"https://openalex.org/W3125766290","doi":"https://doi.org/10.1109/jbhi.2021.3054494","mag":"3125766290","pmid":"https://pubmed.ncbi.nlm.nih.gov/33497345"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2021.3054494","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2021.3054494","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8310896","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012191915","display_name":"Deqiang Xiao","orcid":"https://orcid.org/0000-0002-7478-1394"},"institutions":[{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]},{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Deqiang Xiao","raw_affiliation_strings":["Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077300873","display_name":"Chunfeng Lian","orcid":"https://orcid.org/0000-0002-9319-6633"},"institutions":[{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]},{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chunfeng Lian","raw_affiliation_strings":["Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000641105","display_name":"Han Deng","orcid":"https://orcid.org/0000-0001-9363-1722"},"institutions":[{"id":"https://openalex.org/I4210109259","display_name":"Methodist Hospital","ror":"https://ror.org/01r5p9y80","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2802827176","https://openalex.org/I4210109259"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hannah Deng","raw_affiliation_strings":["Department of Oral and Maxillofacial Surgery, Houston Methodist Hospital, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Oral and Maxillofacial Surgery, Houston Methodist Hospital, Houston, TX, USA","institution_ids":["https://openalex.org/I4210109259"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012191313","display_name":"Tianshu Kuang","orcid":"https://orcid.org/0000-0002-9439-464X"},"institutions":[{"id":"https://openalex.org/I4210109259","display_name":"Methodist Hospital","ror":"https://ror.org/01r5p9y80","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2802827176","https://openalex.org/I4210109259"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianshu Kuang","raw_affiliation_strings":["Department of Oral and Maxillofacial Surgery, Houston Methodist Hospital, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Oral and Maxillofacial Surgery, Houston Methodist Hospital, Houston, TX, USA","institution_ids":["https://openalex.org/I4210109259"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111977901","display_name":"Qin Liu","orcid":"https://orcid.org/0000-0002-6379-9564"},"institutions":[{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]},{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qin Liu","raw_affiliation_strings":["Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009621488","display_name":"Lei Ma","orcid":"https://orcid.org/0000-0003-1336-1721"},"institutions":[{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]},{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lei Ma","raw_affiliation_strings":["Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069309146","display_name":"Daeseung Kim","orcid":"https://orcid.org/0000-0001-6270-5813"},"institutions":[{"id":"https://openalex.org/I4210109259","display_name":"Methodist Hospital","ror":"https://ror.org/01r5p9y80","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2802827176","https://openalex.org/I4210109259"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daeseung Kim","raw_affiliation_strings":["Department of Oral and Maxillofacial Surgery, Houston Methodist Hospital, Houston, TX, USA"],"affiliations":[{"raw_affiliation_string":"Department of Oral and Maxillofacial Surgery, Houston Methodist Hospital, Houston, TX, USA","institution_ids":["https://openalex.org/I4210109259"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028576035","display_name":"Yankun Lang","orcid":"https://orcid.org/0000-0001-9823-3264"},"institutions":[{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]},{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yankun Lang","raw_affiliation_strings":["Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089838274","display_name":"Xu Chen","orcid":"https://orcid.org/0000-0002-0367-3003"},"institutions":[{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]},{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xu Chen","raw_affiliation_strings":["Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054315643","display_name":"Jaime Gate\u00f1o","orcid":"https://orcid.org/0000-0002-7597-6433"},"institutions":[{"id":"https://openalex.org/I4210109259","display_name":"Methodist Hospital","ror":"https://ror.org/01r5p9y80","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2802827176","https://openalex.org/I4210109259"]},{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaime Gateno","raw_affiliation_strings":["Department of Oral and Maxillofacial Surgery, Houston Methodist Hospital, Houston, TX, USA","Department of Surgery (Oral and Maxillofacial Surgery), Weill Medical College, Cornell University, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Oral and Maxillofacial Surgery, Houston Methodist Hospital, Houston, TX, USA","institution_ids":["https://openalex.org/I4210109259"]},{"raw_affiliation_string":"Department of Surgery (Oral and Maxillofacial Surgery), Weill Medical College, Cornell University, NY, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102931858","display_name":"Steve Guofang Shen","orcid":"https://orcid.org/0000-0001-7550-9459"},"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":"Steve Guofang Shen","raw_affiliation_strings":["Oral and Craniomaxillofacial Surgery at Shanghai Ninth Hospital, Shanghai Jiaotong University College of Medicine, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Oral and Craniomaxillofacial Surgery at Shanghai Ninth Hospital, Shanghai Jiaotong University College of Medicine, Shanghai, China","institution_ids":["https://openalex.org/I4210097066"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023955845","display_name":"James J. Xia","orcid":"https://orcid.org/0000-0003-1386-0221"},"institutions":[{"id":"https://openalex.org/I4210109259","display_name":"Methodist Hospital","ror":"https://ror.org/01r5p9y80","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2802827176","https://openalex.org/I4210109259"]},{"id":"https://openalex.org/I205783295","display_name":"Cornell University","ror":"https://ror.org/05bnh6r87","country_code":"US","type":"education","lineage":["https://openalex.org/I205783295"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James J. Xia","raw_affiliation_strings":["Department of Oral and Maxillofacial Surgery, Houston Methodist Hospital, Houston, TX, USA","Department of Surgery (Oral and Maxillofacial Surgery), Weill Medical College, Cornell University, NY, USA"],"affiliations":[{"raw_affiliation_string":"Department of Oral and Maxillofacial Surgery, Houston Methodist Hospital, Houston, TX, USA","institution_ids":["https://openalex.org/I4210109259"]},{"raw_affiliation_string":"Department of Surgery (Oral and Maxillofacial Surgery), Weill Medical College, Cornell University, NY, USA","institution_ids":["https://openalex.org/I205783295"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015071060","display_name":"Pew\u2010Thian Yap","orcid":"https://orcid.org/0000-0003-1489-2102"},"institutions":[{"id":"https://openalex.org/I114027177","display_name":"University of North Carolina at Chapel Hill","ror":"https://ror.org/0130frc33","country_code":"US","type":"education","lineage":["https://openalex.org/I114027177"]},{"id":"https://openalex.org/I4210166946","display_name":"Imaging Center","ror":"https://ror.org/05hsqsk33","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210166946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pew-Thian Yap","raw_affiliation_strings":["Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology and Biomedical Research Imaging Center (BRIC), University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, USA","institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5012191915"],"corresponding_institution_ids":["https://openalex.org/I114027177","https://openalex.org/I4210166946"],"apc_list":null,"apc_paid":null,"fwci":6.3681,"has_fulltext":false,"cited_by_count":47,"citation_normalized_percentile":{"value":0.97997207,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"25","issue":"8","first_page":"2958","last_page":"2966"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11984","display_name":"Anatomy and Medical Technology","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9879000186920166,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/point-cloud","display_name":"Point cloud","score":0.8576714992523193},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6788710355758667},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6360431909561157},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.62140291929245},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45250144600868225},{"id":"https://openalex.org/keywords/surgical-planning","display_name":"Surgical planning","score":0.4465901851654053},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4401891231536865},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4271194636821747},{"id":"https://openalex.org/keywords/deformation","display_name":"Deformation (meteorology)","score":0.42434537410736084},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.4104193449020386},{"id":"https://openalex.org/keywords/orthodontics","display_name":"Orthodontics","score":0.33645474910736084},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.15160512924194336},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14830660820007324},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13059952855110168},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.09639963507652283},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.0950675904750824}],"concepts":[{"id":"https://openalex.org/C131979681","wikidata":"https://www.wikidata.org/wiki/Q1899648","display_name":"Point cloud","level":2,"score":0.8576714992523193},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6788710355758667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6360431909561157},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.62140291929245},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45250144600868225},{"id":"https://openalex.org/C2779370443","wikidata":"https://www.wikidata.org/wiki/Q1776627","display_name":"Surgical planning","level":2,"score":0.4465901851654053},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4401891231536865},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4271194636821747},{"id":"https://openalex.org/C204366326","wikidata":"https://www.wikidata.org/wiki/Q3027650","display_name":"Deformation (meteorology)","level":2,"score":0.42434537410736084},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.4104193449020386},{"id":"https://openalex.org/C29694066","wikidata":"https://www.wikidata.org/wiki/Q118301","display_name":"Orthodontics","level":1,"score":0.33645474910736084},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.15160512924194336},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14830660820007324},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13059952855110168},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.09639963507652283},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0950675904750824},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001842","descriptor_name":"Bone and Bones","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001842","descriptor_name":"Bone and Bones","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001842","descriptor_name":"Bone and Bones","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001842","descriptor_name":"Bone and Bones","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056948","descriptor_name":"Orthognathic Surgical Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D056948","descriptor_name":"Orthognathic Surgical Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D056948","descriptor_name":"Orthognathic Surgical Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D056948","descriptor_name":"Orthognathic Surgical Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/jbhi.2021.3054494","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2021.3054494","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:33497345","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33497345","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8310896","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8310896","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE J Biomed Health Inform","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:8310896","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8310896","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE J Biomed Health Inform","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.5,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G3704445156","display_name":null,"funder_award_id":"R01 DE021863","funder_id":"https://openalex.org/F4320337365","funder_display_name":"National Institute of Dental and Craniofacial Research"},{"id":"https://openalex.org/G6055027351","display_name":null,"funder_award_id":"R01 DE022676","funder_id":"https://openalex.org/F4320337365","funder_display_name":"National Institute of Dental and Craniofacial Research"},{"id":"https://openalex.org/G6438975253","display_name":null,"funder_award_id":"R01 DE027251","funder_id":"https://openalex.org/F4320337365","funder_display_name":"National Institute of Dental and Craniofacial Research"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337365","display_name":"National Institute of Dental and Craniofacial Research","ror":"https://ror.org/004a2wv92"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1840759234","https://openalex.org/W2118855358","https://openalex.org/W2127013551","https://openalex.org/W2128409098","https://openalex.org/W2173907415","https://openalex.org/W2215273914","https://openalex.org/W2229412420","https://openalex.org/W2235901111","https://openalex.org/W2356089095","https://openalex.org/W2402144811","https://openalex.org/W2558460151","https://openalex.org/W2560609797","https://openalex.org/W2953384591","https://openalex.org/W2963121255","https://openalex.org/W2963231572","https://openalex.org/W2963509914","https://openalex.org/W2964015378","https://openalex.org/W2964121744","https://openalex.org/W2964321699","https://openalex.org/W2990613095","https://openalex.org/W3012494314","https://openalex.org/W3034193465","https://openalex.org/W3039448353","https://openalex.org/W4210257598","https://openalex.org/W4233857083","https://openalex.org/W6631190155","https://openalex.org/W6713134421","https://openalex.org/W6726873649","https://openalex.org/W6739778489","https://openalex.org/W6807384801"],"related_works":["https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W2397952901","https://openalex.org/W2029380707","https://openalex.org/W4255934811","https://openalex.org/W2465382974","https://openalex.org/W2010229520","https://openalex.org/W2547528905"],"abstract_inverted_index":{"Orthognathic":[0],"surgical":[1,9],"outcomes":[2],"rely":[3],"heavily":[4],"on":[5,172],"the":[6,80],"quality":[7],"of":[8,13,118,152],"planning.":[10],"Automatic":[11],"estimation":[12,169],"a":[14,51,56,61,68,86,99,112],"reference":[15,39,88,141],"facial":[16],"bone":[17],"shape":[18,41,83,143],"significantly":[19],"reduces":[20],"experience-dependent":[21],"variability":[22],"and":[23,27,115,129,162],"improves":[24],"planning":[25],"accuracy":[26],"efficiency.":[28],"We":[29],"propose":[30],"an":[31,159],"end-to-end":[32,168],"deep":[33,164,174],"learning":[34,175],"framework":[35,138,170],"to":[36,54,78,84,102],"estimate":[37],"patient-specific":[38,87],"bony":[40,64,82,89,142],"models":[42,144],"for":[43,120,145,179],"patients":[44,146],"with":[45,147],"orthognathic":[46],"deformities.":[47,149],"Specifically,":[48],"we":[49,97],"apply":[50],"point-cloud":[52,165],"network":[53,95],"learn":[55],"vertex-wise":[57],"deformation":[58,73],"field":[59,74],"from":[60,106],"patient's":[62],"deformed":[63,81,104],"shape,":[65],"represented":[66],"as":[67],"point":[69],"cloud.":[70],"The":[71,150],"estimated":[72],"is":[75,155],"then":[76],"used":[77],"correct":[79],"output":[85],"surface":[90],"model.":[91],"To":[92],"train":[93],"our":[94,137,153],"effectively,":[96],"introduce":[98],"simulation":[100],"strategy":[101],"synthesize":[103],"bones":[105],"any":[107],"given":[108],"normal":[109],"bone,":[110],"producing":[111],"relatively":[113],"large":[114],"diverse":[116],"dataset":[117],"shapes":[119],"training.":[121],"Our":[122,167],"method":[123,154,161],"was":[124],"evaluated":[125],"using":[126],"both":[127],"synthetic":[128],"real":[130],"patient":[131],"data.":[132],"Experimental":[133],"results":[134],"show":[135],"that":[136],"estimates":[139],"realistic":[140],"varying":[148],"performance":[151],"consistently":[156],"better":[157],"than":[158],"existing":[160],"several":[163],"networks.":[166],"based":[171],"geometric":[173],"shows":[176],"great":[177],"potential":[178],"improving":[180],"clinical":[181],"workflows.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":5}],"updated_date":"2026-03-08T08:50:53.379069","created_date":"2025-10-10T00:00:00"}