Prediction of dental caries in 12-year-old children using machine-learning algorithms

Jae-Hong Lee, Do-Hyung Kim, Seong-Nyum Jeong, Seong-Ho Choi, Detection and diagnosis of dental caries using a deep learning-based convolutional neural network algorithm. Journal of Dentistry. ,vol. 77, pp. 106- 111 ,(2018) , 10.1016/J.JDENT.2018.07.015

Changhyun Choi, , Kihyuck Park, Heekyung Park, Myungjin Lee, Jongsung Kim, Hung Soo Kim, , , , , , Development of Heavy Rain Damage Prediction Function for Public Facility Using Machine Learning Korean Society of Hazard Mitigation. ,vol. 17, pp. 443- 450 ,(2017) , 10.9798/KOSHAM.2017.17.6.443

Yoh Tamaki, Yoshiaki Nomura, Seiko Katsumura, Ayako Okada, Hidenori Yamada, Shinpei Tsuge, Yoshinori Kadoma, Nobuhiro Hanada, Construction of a dental caries prediction model by data mining Journal of Oral Science. ,vol. 51, pp. 61- 68 ,(2009) , 10.2334/JOSNUSD.51.61

S.A. Gansky, Dental Data Mining: Potential Pitfalls and Practical Issues: Advances in Dental Research. ,vol. 17, pp. 109- 114 ,(2003) , 10.1177/154407370301700125

Ataru Ito, Mikako Hayashi, Toshimitsu Hamasaki, Shigeyuki Ebisu, Risk assessment of dental caries by using Classification and Regression Trees Journal of Dentistry. ,vol. 39, pp. 457- 463 ,(2011) , 10.1016/J.JDENT.2011.04.002

Matthew M. Churpek, Trevor C. Yuen, Christopher Winslow, David O. Meltzer, Michael W. Kattan, Dana P. Edelson, Multicenter Comparison of Machine Learning Methods and Conventional Regression for Predicting Clinical Deterioration on the Wards. Critical Care Medicine. ,vol. 44, pp. 368- 374 ,(2016) , 10.1097/CCM.0000000000001571

Sun-Young Chung, Ja-Won Cho, Yun-Sook Jung, Hye-Young Kim, Ji-Young Kim, Youn-Hee Choi, Keun-Bae Song, Association between unmet needs for dental treatment and the DMFT index among Korean adults Journal of Korean Academy of Oral Health. ,vol. 41, pp. 267- 273 ,(2017) , 10.11149/JKAOH.2017.41.4.267

Hae-Eun Shin, Hyun-Jin Kim, Min-Jeong Cho, Youn-Hee Choi, Keun-Bae Song, Relationship between cancer and oral health in Korean adults determined using data from the 6th (2013-2014) Korea National Health and Nutritional Examination Survey Journal of Korean Academy of Oral Health. ,vol. 41, pp. 16- 21 ,(2017) , 10.11149/JKAOH.2017.41.1.16

Se-Ho Ahn, Hae-Young You, Min-Ji Kim, Dong-Hun Han, Jin-Bom Kim, Seung-Hwa Jeong, Caries preventive effect of permanent teeth using pit and fissure sealant program and community water fluoridation program Journal of Korean Academy of Oral Health. ,vol. 36, pp. 289- 296 ,(2012) , 10.11149/JKAOH.2012.36.4.289

Constantine J Oulis, Elias D Berdouses, Eleni Mamai-Homata, Argyro Polychronopoulou, Prevalence of sealants in relation to dental caries on the permanent molars of 12 and 15-year-old Greek adolescents. A national pathfinder survey BMC Public Health. ,vol. 11, pp. 100- 100 ,(2011) , 10.1186/1471-2458-11-100