Classification of papillary thyroid carcinoma histological images based on deep learning

被引:0
|
作者
Liu, Yaning [1 ]
Han, Lin [2 ]
Wang, Hexiang [3 ]
Yin, Bo [1 ]
机构
[1] College of Information Science and Engineering, Ocean University of China, Qingdao, China
[2] School of Information and Control Engineering, Qingdao University of Technology, Qingdao, China
[3] Department of Pathology, Qingdao Hospital of Traditional Chinese Medicine, Qingdao, China
来源
关键词
This work was supported by the Key R & D Projects of Shandong Province (Grant No. 2019JMRH0109);
D O I
暂无
中图分类号
学科分类号
摘要
31
引用
收藏
页码:12011 / 12021
相关论文
共 50 条
  • [1] Classification of papillary thyroid carcinoma histological images based on deep learning
    Liu, Yaning
    Han, Lin
    Wang, Hexiang
    Yin, Bo
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2021, 40 (06) : 12011 - 12021
  • [2] Deep Learning based Nucleus Classification in Pancreas Histological Images
    Chang, Young Hwan
    Thibault, Guillaume
    Madin, Owen
    Azimi, Vahid
    Meyers, Cole
    Johnson, Brett
    Link, Jason
    Margolin, Adam
    Gray, Joe W.
    2017 39TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2017, : 672 - 675
  • [3] Deep Learning Algorithms for the Identification of Papillary Thyroid Carcinoma on Cytology ThinPrep Images
    Sung, Simon
    Lee, Jihui
    Lu, Jun
    Kuo, Jennifer
    Saqi, Anjali
    LABORATORY INVESTIGATION, 2020, 100 (SUPPL 1) : 431 - 431
  • [4] Deep Learning Algorithms for the Identification of Papillary Thyroid Carcinoma on Cytology ThinPrep Images
    Sung, Simon
    Lee, Jihui
    Lu, Jun
    Kuo, Jennifer
    Saqi, Anjali
    MODERN PATHOLOGY, 2020, 33 (SUPPL 2) : 431 - 431
  • [5] The Application of Data Imputation and Deep Learning Network in the Papillary Thyroid Carcinoma Classification
    Jiang, Wenxin
    Chen, Xiaotong
    Lv, Ning
    Rao, Miao
    Yu, Yanvan
    Qiu, Weibao
    Li, Jianming
    INTERNATIONAL ULTRASONICS SYMPOSIUM (IEEE IUS 2021), 2021,
  • [6] Application of deep-learning to the automatic segmentation and classification of lateral lymph nodes on ultrasound images of papillary thyroid carcinoma
    Yuan, Yuquan
    Hou, Shaodong
    Wu, Xing
    Wang, Yuteng
    Sun, Yiceng
    Yang, Zeyu
    Yin, Supeng
    Zhang, Fan
    ASIAN JOURNAL OF SURGERY, 2024, 47 (09) : 3892 - 3898
  • [7] Ultrasound images-based deep learning radiomics nomogram for preoperative prediction of RET rearrangement in papillary thyroid carcinoma
    Yu, Jialong
    Zhang, Yihan
    Zheng, Jian
    Jia, Meng
    Lu, Xiubo
    FRONTIERS IN ENDOCRINOLOGY, 2022, 13
  • [8] Deep Learning Approach for Computing Tallness in Papillary Thyroid Carcinoma
    Ingale, Neha
    Ayad, Ahmed
    Rabie, Mohamed
    Fan, Jun
    Samankan, Shabnam
    Brandwein-Weber, Margaret
    Doyle, Scott
    LABORATORY INVESTIGATION, 2023, 103 (03) : S490 - S491
  • [9] Segmentation and Classification of Mast Cells in Histological Images with Deep Learning
    Karimov, A. F.
    Manbatchurina, R. R.
    Simonova, K. A.
    Mishin, A. R.
    Donets, I., V
    Vlasova, A. A.
    Khramtsova, Y. S.
    Ushenin, K. S.
    PHYSICS, TECHNOLOGIES AND INNOVATION (PTI-2019), 2019, 2174
  • [10] Deep learning based classification for metastasis of hepatocellular carcinoma with microscopic images
    Meng, Hui
    Gao, Yuan
    Wang, Kun
    Tian, Jie
    MEDICAL IMAGING 2019: IMAGE PROCESSING, 2019, 10949