Saeed Reza Motamedian, Sadra Mohaghegh, Maral Niazmand, Hossein Mohammad-Rahimi, Nima Ahmadi, Mina Yaseri, Helia Sadat Haeri Boroojeni
{"title":"人工智能在正颌外科中的应用综述。","authors":"Saeed Reza Motamedian, Sadra Mohaghegh, Maral Niazmand, Hossein Mohammad-Rahimi, Nima Ahmadi, Mina Yaseri, Helia Sadat Haeri Boroojeni","doi":"10.1155/bmri/8284581","DOIUrl":null,"url":null,"abstract":"<p><p><b>Objective:</b> This study was aimed at reviewing the application of different artificial intelligent algorithms used in different phases of orthognathic surgeries, which include diagnosis, treatment planning, soft tissue prediction, outcome evaluation, and complication assessment. This aimed to update clinicians on this technology to integrate it into their decision-making, in addition to being aware of its challenges and potential areas for further assessment. <b>Materials and Methods:</b> Electronic search was done in PubMed, Scopus, Embase, and Cochrane databases. Studies that reported the application of artificial intelligence (AI) in different aspects of orthognathic surgery were included. <b>Results:</b> From 656 studies, a total of 29 articles met the inclusion criteria and were used to categorize the application of AI as follows: (1) Diagnosis in which studies showed the sensitivity of 75%-95.5% for specifying the need for orthognathic surgery; (2) treatment planning in which AI was used for osteotomy design and bony reference point determination with 3.99-4.73 mm of error; (3) soft tissue prediction in which AI models showed a success rate of 64.3%-100%; (4) outcome evaluation in which AI was used to assess the impact of surgery on asymmetry, facial attractiveness, and esthetic improvements quantitatively; and (5) complication assessment with an accuracy of 98.7% for predicting postsurgical systemic infection and 7.4 mL of error for blood loss. <b>Conclusion:</b> AI can be potentially considered as a proper alternative to conventional approaches to fasten the procedure related to orthognathic surgery and with comparable accuracy to conventional methods.</p>","PeriodicalId":9007,"journal":{"name":"BioMed Research International","volume":"2025 ","pages":"8284581"},"PeriodicalIF":2.6000,"publicationDate":"2025-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12178734/pdf/","citationCount":"0","resultStr":"{\"title\":\"Application of Artificial Intelligence in Orthognathic Surgery: A Scoping Review.\",\"authors\":\"Saeed Reza Motamedian, Sadra Mohaghegh, Maral Niazmand, Hossein Mohammad-Rahimi, Nima Ahmadi, Mina Yaseri, Helia Sadat Haeri Boroojeni\",\"doi\":\"10.1155/bmri/8284581\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p><b>Objective:</b> This study was aimed at reviewing the application of different artificial intelligent algorithms used in different phases of orthognathic surgeries, which include diagnosis, treatment planning, soft tissue prediction, outcome evaluation, and complication assessment. This aimed to update clinicians on this technology to integrate it into their decision-making, in addition to being aware of its challenges and potential areas for further assessment. <b>Materials and Methods:</b> Electronic search was done in PubMed, Scopus, Embase, and Cochrane databases. Studies that reported the application of artificial intelligence (AI) in different aspects of orthognathic surgery were included. <b>Results:</b> From 656 studies, a total of 29 articles met the inclusion criteria and were used to categorize the application of AI as follows: (1) Diagnosis in which studies showed the sensitivity of 75%-95.5% for specifying the need for orthognathic surgery; (2) treatment planning in which AI was used for osteotomy design and bony reference point determination with 3.99-4.73 mm of error; (3) soft tissue prediction in which AI models showed a success rate of 64.3%-100%; (4) outcome evaluation in which AI was used to assess the impact of surgery on asymmetry, facial attractiveness, and esthetic improvements quantitatively; and (5) complication assessment with an accuracy of 98.7% for predicting postsurgical systemic infection and 7.4 mL of error for blood loss. <b>Conclusion:</b> AI can be potentially considered as a proper alternative to conventional approaches to fasten the procedure related to orthognathic surgery and with comparable accuracy to conventional methods.</p>\",\"PeriodicalId\":9007,\"journal\":{\"name\":\"BioMed Research International\",\"volume\":\"2025 \",\"pages\":\"8284581\"},\"PeriodicalIF\":2.6000,\"publicationDate\":\"2025-06-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12178734/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"BioMed Research International\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1155/bmri/8284581\",\"RegionNum\":3,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"Q3\",\"JCRName\":\"BIOTECHNOLOGY & APPLIED MICROBIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"BioMed Research International","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1155/bmri/8284581","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"BIOTECHNOLOGY & APPLIED MICROBIOLOGY","Score":null,"Total":0}
Application of Artificial Intelligence in Orthognathic Surgery: A Scoping Review.
Objective: This study was aimed at reviewing the application of different artificial intelligent algorithms used in different phases of orthognathic surgeries, which include diagnosis, treatment planning, soft tissue prediction, outcome evaluation, and complication assessment. This aimed to update clinicians on this technology to integrate it into their decision-making, in addition to being aware of its challenges and potential areas for further assessment. Materials and Methods: Electronic search was done in PubMed, Scopus, Embase, and Cochrane databases. Studies that reported the application of artificial intelligence (AI) in different aspects of orthognathic surgery were included. Results: From 656 studies, a total of 29 articles met the inclusion criteria and were used to categorize the application of AI as follows: (1) Diagnosis in which studies showed the sensitivity of 75%-95.5% for specifying the need for orthognathic surgery; (2) treatment planning in which AI was used for osteotomy design and bony reference point determination with 3.99-4.73 mm of error; (3) soft tissue prediction in which AI models showed a success rate of 64.3%-100%; (4) outcome evaluation in which AI was used to assess the impact of surgery on asymmetry, facial attractiveness, and esthetic improvements quantitatively; and (5) complication assessment with an accuracy of 98.7% for predicting postsurgical systemic infection and 7.4 mL of error for blood loss. Conclusion: AI can be potentially considered as a proper alternative to conventional approaches to fasten the procedure related to orthognathic surgery and with comparable accuracy to conventional methods.
期刊介绍:
BioMed Research International is a peer-reviewed, Open Access journal that publishes original research articles, review articles, and clinical studies covering a wide range of subjects in life sciences and medicine. The journal is divided into 55 subject areas.