Vanessa Gallego Arias Pecorari, Laís Renata Almeida Cezário, Caio Vieira de Barros Arato, Tainá de Lima Costa, Karine Laura Cortellazzi, Roberto Fiório Pecorari, José Erasmo Silva
{"title":"人工智能在龋齿诊断中的应用:系统回顾与荟萃分析","authors":"Vanessa Gallego Arias Pecorari, Laís Renata Almeida Cezário, Caio Vieira de Barros Arato, Tainá de Lima Costa, Karine Laura Cortellazzi, Roberto Fiório Pecorari, José Erasmo Silva","doi":"10.1101/2024.05.03.24306821","DOIUrl":null,"url":null,"abstract":"<strong>Background</strong> The use of Artificial Intelligence (AI) has many applications in the healthcare field. Dental caries is a disease with a prevalence rate of over 50% in Brazil. The diagnosis of caries is usually based on a clinical examination and supplementary tests such as X-rays. The accuracy of a diagnostic test is evaluated by its sensitivity, specificity, and accuracy. Various algorithms and neural network configurations are being used for caries diagnosis.","PeriodicalId":501363,"journal":{"name":"medRxiv - Dentistry and Oral Medicine","volume":"275 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"The use of artificial intelligence in the diagnosis of carious lesions: Systematic review and meta-analysis\",\"authors\":\"Vanessa Gallego Arias Pecorari, Laís Renata Almeida Cezário, Caio Vieira de Barros Arato, Tainá de Lima Costa, Karine Laura Cortellazzi, Roberto Fiório Pecorari, José Erasmo Silva\",\"doi\":\"10.1101/2024.05.03.24306821\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<strong>Background</strong> The use of Artificial Intelligence (AI) has many applications in the healthcare field. Dental caries is a disease with a prevalence rate of over 50% in Brazil. The diagnosis of caries is usually based on a clinical examination and supplementary tests such as X-rays. The accuracy of a diagnostic test is evaluated by its sensitivity, specificity, and accuracy. Various algorithms and neural network configurations are being used for caries diagnosis.\",\"PeriodicalId\":501363,\"journal\":{\"name\":\"medRxiv - Dentistry and Oral Medicine\",\"volume\":\"275 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-05-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"medRxiv - Dentistry and Oral Medicine\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1101/2024.05.03.24306821\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv - Dentistry and Oral Medicine","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2024.05.03.24306821","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
背景 人工智能(AI)在医疗保健领域有许多应用。在巴西,龋齿的发病率超过 50%。龋齿的诊断通常基于临床检查和 X 射线等辅助检查。诊断测试的准确性是通过其灵敏度、特异性和准确性来评估的。各种算法和神经网络配置正被用于龋齿诊断。
The use of artificial intelligence in the diagnosis of carious lesions: Systematic review and meta-analysis
Background The use of Artificial Intelligence (AI) has many applications in the healthcare field. Dental caries is a disease with a prevalence rate of over 50% in Brazil. The diagnosis of caries is usually based on a clinical examination and supplementary tests such as X-rays. The accuracy of a diagnostic test is evaluated by its sensitivity, specificity, and accuracy. Various algorithms and neural network configurations are being used for caries diagnosis.