Vision Transformer-based Classification for Lung and Colon Cancer using Histopathology Images

被引：0
|
作者：
Hasan, Munjur [1 ]
Rahman, Md Saifur [2 ]
Islam, Sabrina [3 ]
Ahmed, Tanvir [4 ]
Rifat, Nafiz [4 ]
Ahsan, Mostofa [4 ]
Gomes, Rahul [5 ]
Chowdhury, Md. [6 ]
机构：
[1] Gono Bishwabidyalay Savar, Dept. of Computer Science and Engineering, Dhaka, Bangladesh
[2] Science and Technology University of Minnesota Crookston, Dept. of Math, Crookston,MN, United States
[3] Florida Atlantic University, Dept. of Biological Sciences, Boca Raton,FL, United States
[4] North Dakota State University, Dept. of Computer Science, Fargo,ND, United States
[5] University of Wisconsin-Eau Claire, Dept. of Computer Science, Eau Claire,WI, United States
[6] East Stroudsburg University, Dept. of Computer Science, East Stroudsburg,PA, United States
来源：
Proceedings - 22nd IEEE International Conference on Machine Learning and Applications, ICMLA 2023 | 2023年
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1300 / 1304
相关论文
共 50 条
  • [31] Lung Cancer Prediction Using Electronic Claims Records: A Transformer-Based Approach
    Chen, Huan-Yu
    Wang, Hui-Min
    Lin, Ching-Heng
    Yang, Rob
    Lee, Chi-Chun
    IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 27 (12) : 6062 - 6073
  • [32] Performance Analysis of Breast Cancer Classification from Mammogram Images Using Vision Transformer
    Borah, Naiwrita
    Varma, Sai Pratyush P.
    Datta, Ashis
    Kumar, Amish
    Baruah, Udayan
    Ghosal, Palash
    2022 IEEE CALCUTTA CONFERENCE, CALCON, 2022, : 238 - 243
  • [33] A novel convolution transformer-based network for histopathology-image classification using adaptive convolution and dynamic attention
    Mahmood, Tahir
    Wahid, Abdul
    Hong, Jin Seong
    Kim, Seung Gu
    Park, Kang Ryoung
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 135
  • [34] An Approach for Breast Cancer X-Ray Images Classification Based on Vision Transformer
    Luong, Huong Hoang
    Pham, Kiet Tuan
    Le, Dat Thanh
    Thanh, Danh Le Pham
    Hai, Long Le Hoang
    Nguyen, Hoang Nhat
    Thai-Nghe, Nguyen
    Nguyen, Hai Thanh
    VIETNAM JOURNAL OF COMPUTER SCIENCE, 2024,
  • [35] Vision transformer based convolutional neural network for breast cancer histopathological images classification
    ABIMOULOUD M.L.
    BENSID K.
    Elleuch M.
    Ammar M.B.
    KHERALLAH M.
    Multimedia Tools and Applications, 2024, 83 (39) : 86833 - 86868
  • [36] Transformer-Based Hierarchical Model for Non-Small Cell Lung Cancer Detection and Classification
    Imran, Muhammad
    Haq, Bushra
    Elbasi, Ersin
    Topcu, Ahmet E.
    Shao, Wei
    IEEE ACCESS, 2024, 12 : 145920 - 145933
  • [37] Protocol for vision transformer-based evaluation of drug potency using images processed by an optimized Sobel operator
    Wang, Yongheng
    Zhang, Weidi
    Wu, Yi
    Qu, Chuyuan
    Hu, Hongru
    Lee, Teresa
    Lin, Siyu
    Zhang, Jiawei
    Lam, Kit S.
    Wang, Aijun
    STAR PROTOCOLS, 2023, 4 (02):
  • [38] A Vision Transformer-Based Approach to Bearing Fault Classification via Vibration Signals
    Zim, Abid Hasan
    Ashraf, Aeyan
    Iqbal, Aquib
    Malik, Asad
    Kuribayashi, Minoru
    PROCEEDINGS OF 2022 ASIA-PACIFIC SIGNAL AND INFORMATION PROCESSING ASSOCIATION ANNUAL SUMMIT AND CONFERENCE (APSIPA ASC), 2022, : 1321 - 1326
  • [39] Vision transformer based classification of gliomas from histopathological images
    Goceri, Evgin
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 241
  • [40] KRASFormer: a fully vision transformer-based framework for predicting KRAS gene mutations in histopathological images of colorectal cancer
    Singh, Vivek Kumar
    Makhlouf, Yasmine
    Sarker, M. Mostafa Kamal
    Craig, Stephanie
    Baena, Juvenal
    Greene, Christine
    Mason, Lee
    James, Jacqueline A.
    Salto-Tellez, Manuel
    O'Reilly, Paul
    Maxwell, Perry
    BIOMEDICAL PHYSICS & ENGINEERING EXPRESS, 2024, 10 (05):
12345