Tiantian Wang, Muhammad Aqeel, P. Norouzzadeh, Salih Tutun, Eli Snir, Golnesa Rouie Miab, Laila Al Dehailan, Bahareh Rahmani
{"title":"Forecasting Teeth Cavities By Convolutional Neural Network","authors":"Tiantian Wang, Muhammad Aqeel, P. Norouzzadeh, Salih Tutun, Eli Snir, Golnesa Rouie Miab, Laila Al Dehailan, Bahareh Rahmani","doi":"10.1109/CAI54212.2023.00054","DOIUrl":null,"url":null,"abstract":"Oral health is crucial to overall good health, and yet because dental services are expensive, time consuming and stressful for patients, dental problems are often left unaddressed, leading to the need for far more expensive and painful interventions down the road. The main goal of this project is using AI and deep learning to develop software to detect cavities and other dental problems and providing the corresponding app to improve dental health. We applied convolutional neural network (CNN) to find the teeth caries. Canny Edge CNN model performed the best training.","PeriodicalId":129324,"journal":{"name":"2023 IEEE Conference on Artificial Intelligence (CAI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE Conference on Artificial Intelligence (CAI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CAI54212.2023.00054","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Oral health is crucial to overall good health, and yet because dental services are expensive, time consuming and stressful for patients, dental problems are often left unaddressed, leading to the need for far more expensive and painful interventions down the road. The main goal of this project is using AI and deep learning to develop software to detect cavities and other dental problems and providing the corresponding app to improve dental health. We applied convolutional neural network (CNN) to find the teeth caries. Canny Edge CNN model performed the best training.