Evaluation of transfer ensemble learning-based convolutional neural network models for the identification of chronic gingivitis from oral photographs

• المؤلفون الرئيسيون: Wen Li (مؤلف), Enting Guo (مؤلف), Hong Zhao (مؤلف), Yuyang Li (مؤلف), Leiying Miao (مؤلف), Chao Liu (مؤلف), Weibin Sun (مؤلف)
• التنسيق: كتاب
• منشور في: BMC, 2024-07-01T00:00:00Z.
• الموضوعات: article
• الوصول للمادة أونلاين: Connect to this object online.

Abstract Background To evaluate the performances of several advanced deep convolutional neural network models (AlexNet, VGG, GoogLeNet, ResNet) based on ensemble learning for recognizing chronic gingivitis from screening oral images. Methods A total of 683 intraoral clinical images acquired from 134...