Deep Learning-based Classification Algorithm of Colorectal Biopsy Using 19000 Whole Slide Images

被引:0
|
作者
Chong, Yosep [1 ]
Thakur, Nishant [1 ]
Yoon, Hongjun [2 ]
Hwang, Gyoyeon [1 ]
Hwang, Gisu [2 ]
Kim, Hyeongsub
机构
[1] Catholic Univ Korea, Coll Med, Seoul, South Korea
[2] Deepnoid, Seoul, South Korea
关键词
D O I
暂无
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
983
引用
收藏
页码:1067 / 1068
页数:2
相关论文
共 50 条
  • [41] Deep Learning Based Classification of Malaria from Slide Images
    Kalkan, Soner Can
    Sahingoz, Ozgur Koray
    2019 SCIENTIFIC MEETING ON ELECTRICAL-ELECTRONICS & BIOMEDICAL ENGINEERING AND COMPUTER SCIENCE (EBBT), 2019,
  • [42] Deep learning-based tumor microenvironment analysis in colon adenocarcinoma histopathological whole-slide images
    Jiao, Yiping
    Li, Junhong
    Qian, Chenqi
    Fei, Shumin
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2021, 204
  • [43] Deep learning-based breast cancer grading and survival analysis on whole-slide histopathology images
    Suzanne C. Wetstein
    Vincent M. T. de Jong
    Nikolas Stathonikos
    Mark Opdam
    Gwen M. H. E. Dackus
    Josien P. W. Pluim
    Paul J. van Diest
    Mitko Veta
    Scientific Reports, 12
  • [44] Deep Learning-Based Classification and Targeted Gene Alteration Prediction from Pleural Effusion Cell Block Whole-Slide Images
    Ren, Wenhao
    Zhu, Yanli
    Wang, Qian
    Jin, Haizhu
    Guo, Yiyi
    Lin, Dongmei
    CANCERS, 2023, 15 (03)
  • [45] Primary Investigation of Deep Learning Models for Japanese group Classification of Whole-Slide Images of Gastric Endoscopic Biopsy
    Fan, Xiaoya
    Yu, Lihui
    Qi, Xin
    Lin, Xue
    Zhao, Junjun
    Wang, Dong
    Zhang, Jing
    Computational and Mathematical Methods in Medicine, 2022, 2022
  • [46] Deep learning-based fully automated differential diagnosis of eyelid basal cell and sebaceous carcinoma using whole slide images
    Luo, Yingxiu
    Zhang, Jiayi
    Yang, Yidi
    Rao, Yamin
    Chen, Xingyu
    Shi, Tianlei
    Xu, Shiqiong
    Jia, Renbing
    Gao, Xin
    QUANTITATIVE IMAGING IN MEDICINE AND SURGERY, 2022, 12 (08) : 4166 - 4175
  • [47] Deep Learning-Based Object Classification for Spectral Images
    Jacome, Roman
    Lopez, Carlos
    Garcia, Hans
    Arguello, Henry
    APPLICATIONS OF COMPUTATIONAL INTELLIGENCE, COLCACI 2020, 2021, 1346 : 147 - 159
  • [48] Deep Learning-Based Screening of Urothelial Carcinoma in Whole Slide Images of Liquid-Based Cytology Urine Specimens
    Tsuneki, Masayuki
    Abe, Makoto
    Kanavati, Fahdi
    CANCERS, 2023, 15 (01)
  • [49] Explaining Deep Learning-Based Traffic Classification Using a Genetic Algorithm
    Ahn, Seyoung
    Kim, Jeehyeong
    Park, Soo Young
    Cho, Sunghyun
    IEEE ACCESS, 2021, 9 : 4738 - 4751
  • [50] A pyramidal deep learning pipeline for kidney whole-slide histology images classification
    Abdeltawab, Hisham
    Khalifa, Fahmi
    Mohammed, Mohammed
    Cheng, Liang
    Gondim, Dibson
    El-Baz, Ayman
    SCIENTIFIC REPORTS, 2021, 11 (01)