Enhanced Early Detection of Oral Squamous Cell Carcinoma via Transfer Learning and Ensemble Deep Learning on Histopathological Images

被引:0
|
作者
Kaur, Gurjot [1 ]
Gupta, Sheifali [1 ]
Ibrahim, Ashraf Osman [2 ,3 ]
Bharany, Salil [1 ]
Elghazawy, Marwa Anwar Ibrahim [4 ]
Osman, Hadia Abdelgader [4 ]
Ahmed, Ali [5 ]
机构
[1] Chitkara University Institute of Engineering and Technology, Chitkara University, Punjab, India
[2] Department of Computer and Information Sciences, Universiti Teknologi Petronas, Seri Iskandar, Malaysia
[3] Positive Computing Research Center, Emerging and Digital Technologies Institute, India
[4] Computer Department, Applied College, Northern Border University, Arar, Saudi Arabia
[5] Faculty of Computing and Information Technology, King Abdulaziz University, Rabigh,21589, Saudi Arabia
关键词
D O I
10.14569/IJACSA.2024.0150978
中图分类号
学科分类号
摘要
引用
收藏
页码:766 / 776
相关论文
共 50 条
  • [41] A Deep Learning Approach for the Detection of Neovascularization in Fundus Images Using Transfer Learning
    Tang, Michael Chi Seng
    Teoh, Soo Siang
    Ibrahim, Haidi
    Embong, Zunaina
    IEEE ACCESS, 2022, 10 : 20247 - 20258
  • [42] A deep learning and transfer learning model for intra-change detection in images
    Thirumurthy, Bagyammal
    Parameswaran, Latha
    Vaiapury, Karthikeyan
    JOURNAL OF SUPERCOMPUTING, 2024, 80 (08): : 11640 - 11660
  • [43] A deep learning and transfer learning model for intra-change detection in images
    Bagyammal Thirumurthy
    Latha Parameswaran
    Karthikeyan Vaiapury
    The Journal of Supercomputing, 2024, 80 : 11640 - 11660
  • [44] Mask Detection From Face Images Using Deep Learning and Transfer Learning
    Ornek, Ahmet Haydar
    Celik, Mustafa
    Ceylan, Murat
    2021 15TH TURKISH NATIONAL SOFTWARE ENGINEERING SYMPOSIUM (UYMS), 2021, : 113 - 116
  • [45] Cellular Level Based Deep Learning Framework for Early Detection of Dysplasia in Oral Squamous Epithelium
    Gupta, Rachit Kumar
    Kaur, Mandeep
    Manhas, Jatinder
    PROCEEDINGS OF RECENT INNOVATIONS IN COMPUTING, ICRIC 2019, 2020, 597 : 137 - 149
  • [46] Automatic detection metastasis in breast histopathological images based on ensemble learning and color adjustment
    Luz, Daniel S.
    Lima, Thiago J. B.
    Silva, Romuere R. V.
    Magalhaes, Deborah M. V.
    Araujo, Flavio H. D.
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2022, 75
  • [47] Automatic detection metastasis in breast histopathological images based on ensemble learning and color adjustment
    Luz, Daniel S.
    Lima, Thiago J.B.
    Silva, Romuere R.V.
    Magalhães, Deborah M.V.
    Araujo, Flavio H.D.
    Biomedical Signal Processing and Control, 2022, 75
  • [48] A domain knowledge enhanced yield based deep learning classifier identifies perineural invasion in oral cavity squamous cell carcinoma
    Lee, Li-Yu
    Yang, Cheng-Han
    Lin, Yu-Chieh
    Hsieh, Yu-Han
    Chen, Yung-An
    Chang, Margaret Dah-Tsyr
    Lin, Yen-Yin
    Liao, Chun-Ta
    FRONTIERS IN ONCOLOGY, 2022, 12
  • [49] Early detection of squamous cell carcinoma of the oral tongue using multidimensional plasma protein analysis and interpretable machine learning
    Gu, Xiaolian
    Salehi, Amir
    Wang, Lixiao
    Coates, Philip J.
    Sgaramella, Nicola
    Nylander, Karin
    JOURNAL OF ORAL PATHOLOGY & MEDICINE, 2023, 52 (07) : 637 - 643
  • [50] Utilizing Deep Machine Learning for Prognostication of Oral Squamous Cell Carcinoma-A Systematic Review
    Alabi, Rasheed Omobolaji
    Bello, Ibrahim O.
    Youssef, Omar
    Elmusrati, Mohammed
    Makitie, Antti A. A.
    Almangush, Alhadi
    FRONTIERS IN ORAL HEALTH, 2021, 2