Dental bitewing radiographs segmentation using deep learning-based convolutional neural network algorithms

被引:0
|
作者
Talal Bonny
Abdelaziz Al-Ali
Mohammed Al-Ali
Rashid Alsaadi
Wafaa Al Nassan
Khaled Obaideen
Maryam AlMallahi
机构
[1] University of Sharjah,Department of Computer Engineering
[2] University of Sharjah,Electrical and Electronics Engineering
[3] University of Sharjah,Research Institute of Science and Technology
[4] University of Sharjah,Industrial Engineering and Engineering Management Department
来源
Oral Radiology | 2024年 / 40卷
关键词
Medical subject headings (MeSH); Machine learning; Bitewing radiograph; Deep learning; Resnet-50; Inceptionresnetv2; Mobilenetv2; Xception;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:165 / 177
页数:12
相关论文
共 50 条
  • [1] Dental bitewing radiographs segmentation using deep learning-based convolutional neural network algorithms
    Bonny, Talal
    Al-Ali, Abdelaziz
    Al-Ali, Mohammed
    Alsaadi, Rashid
    Al Nassan, Wafaa
    Obaideen, Khaled
    AlMallahi, Maryam
    [J]. ORAL RADIOLOGY, 2023, 40 (2) : 165 - 177
  • [2] Deep Learning-Based Segmentation of Peach Diseases Using Convolutional Neural Network
    Yao, Na
    Ni, Fuchuan
    Wu, Minghao
    Wang, Haiyan
    Li, Guoliang
    Sung, Wing-Kin
    [J]. FRONTIERS IN PLANT SCIENCE, 2022, 13
  • [3] Medical image enhancement algorithms using deep learning-based convolutional neural network
    Ghandour, C.
    El-Shafai, Walid
    El-Rabaie, S.
    [J]. JOURNAL OF OPTICS-INDIA, 2023, 52 (04): : 1931 - 1941
  • [4] Medical image enhancement algorithms using deep learning-based convolutional neural network
    C. Ghandour
    Walid El-Shafai
    S. El-Rabaie
    [J]. Journal of Optics, 2023, 52 : 1931 - 1941
  • [5] Deep-learning approach for caries detection and segmentation on dental bitewing radiographs
    Bayrakdar, Ibrahim Sevki
    Orhan, Kaan
    Akarsu, Serdar
    Celik, Ozer
    Atasoy, Samet
    Pekince, Adem
    Yasa, Yasin
    Bilgir, Elif
    Saglam, Hande
    Aslan, Ahmet Faruk
    Odabas, Alper
    [J]. ORAL RADIOLOGY, 2022, 38 (04) : 468 - 479
  • [6] Deep Learning-Based Segmentation and Quantification of Cucumber Powdery Mildew Using Convolutional Neural Network
    Lin, Ke
    Gong, Liang
    Huang, Yixiang
    Liu, Chengliang
    Pan, Junsong
    [J]. FRONTIERS IN PLANT SCIENCE, 2019, 10
  • [7] Detection and diagnosis of dental caries using a deep learning-based convolutional neural network algorithm
    Lee, Jae-Hong
    Kim, Do-Hyung
    Jeong, Seong-Nyum
    Choi, Seong-Ho
    [J]. JOURNAL OF DENTISTRY, 2018, 77 : 106 - 111
  • [8] Deep-learning approach for caries detection and segmentation on dental bitewing radiographs
    Ibrahim Sevki Bayrakdar
    Kaan Orhan
    Serdar Akarsu
    Özer Çelik
    Samet Atasoy
    Adem Pekince
    Yasin Yasa
    Elif Bilgir
    Hande Sağlam
    Ahmet Faruk Aslan
    Alper Odabaş
    [J]. Oral Radiology, 2022, 38 : 468 - 479
  • [9] Detecting the presence of taurodont teeth on panoramic radiographs using a deep learning-based convolutional neural network algorithm
    Sacide Duman
    Emir Faruk Yılmaz
    Gözde Eşer
    Özer Çelik
    Ibrahim Sevki Bayrakdar
    Elif Bilgir
    Andre Luiz Ferreira Costa
    Rohan Jagtap
    Kaan Orhan
    [J]. Oral Radiology, 2023, 39 : 207 - 214
  • [10] Detecting the presence of taurodont teeth on panoramic radiographs using a deep learning-based convolutional neural network algorithm
    Duman, Sacide
    Yilmaz, Emir Faruk
    Eser, Gozde
    Celik, Ozer
    Bayrakdar, Ibrahim Sevki
    Bilgir, Elif
    Ferreira Costa, Andre Luiz
    Jagtap, Rohan
    Orhan, Kaan
    [J]. ORAL RADIOLOGY, 2023, 39 (01) : 207 - 214