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

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...

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Main Authors: Wen Li (Author), Enting Guo (Author), Hong Zhao (Author), Yuyang Li (Author), Leiying Miao (Author), Chao Liu (Author), Weibin Sun (Author)
Format: Book
Published: BMC, 2024-07-01T00:00:00Z.
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