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Multicenter study on caries risk assessment in adults using survival Classification and Regression Trees
- Source :
- Scientific Reports
- Publication Year :
- 2016
- Publisher :
- Springer Science and Business Media LLC, 2016.
-
Abstract
- Dental caries is an important public health problem worldwide. This study aims to prove how preventive therapies reduce the onset of caries in adult patients and to identify patients with high or low risk of caries by using Classification and Regression Trees based survival analysis (survival CART). A clinical data set of 732 patients aged 20 to 64 years in nine Japanese general practices was analyzed with the following parameters: age, DMFT, number of mutans streptococci (SM) and Lactobacilli (LB), secretion rate and buffer capacity of saliva and compliance with a preventive program. Results showed the incidence of primary carious lesion was affected by SM, LB and compliance with a preventive program; secondary carious lesion was affected by DMFT, SM and LB. Survival CART identified high-risk patients for primary carious lesion according to their poor compliance with a preventive program and SM (≥106 CFU/ml) with a hazard ratio of 3.66 (p = 0.0002). In the case of secondary caries, patients with LB (≥105 CFU/ml) and DMFT (>15) were identified as high risk with a hazard ratio of 3.50 (p
- Subjects :
- Adult
Male
Cart
medicine.medical_specialty
Saliva
Dentistry
Dental Caries
Risk Assessment
Article
Young Adult
03 medical and health sciences
0302 clinical medicine
stomatognathic system
Internal medicine
Humans
Medicine
030212 general & internal medicine
Young adult
Survival analysis
Proportional Hazards Models
Multidisciplinary
business.industry
Proportional hazards model
Incidence (epidemiology)
Hazard ratio
030206 dentistry
Middle Aged
Survival Analysis
stomatognathic diseases
Regression Analysis
Female
business
Risk assessment
Subjects
Details
- ISSN :
- 20452322
- Volume :
- 6
- Database :
- OpenAIRE
- Journal :
- Scientific Reports
- Accession number :
- edsair.doi.dedup.....eccd838356c4e80abf3bd7a56af691b0
- Full Text :
- https://doi.org/10.1038/srep29190