Details

Autor(en) / Beteiligte

• Wei Li
• Wei Kuang
• Yun Li
• Yu-Jing Li
• Wei-Ping Ye

Titel

Clinical X-Ray Image Based Tooth Decay Diagnosis using SVM

Ist Teil von

• 2007 International Conference on Machine Learning and Cybernetics, 2007, Vol.3, p.1616-1619

Ort / Verlag

IEEE

Erscheinungsjahr

2007

Quelle

IEEE Electronic Library Online

Beschreibungen/Notizen

• Automatic tooth decay diagnosis achieved the satisfying results on the extracted tooth diagnosis by rule-based system and Artificial Neural Network (ANN). This paper, focusing on clinical tooth decay detection, introduces a Support Vector Machine (SVM) based diagnosis method. For comparison, an additional back propagation neural network (BPNN) tooth decay diagnosis experiment is reported. Comparative results indicate that SVM based method gives better performance than the one BPNN based.