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
  • [31] Angiogenic and lymphangiogenic profiles in histological variants of papillary thyroid carcinoma
    Skuletic, Vesna
    Radosavljevic, Gordana D.
    Pantic, Jelena
    Markovic, Bojana Simovic
    Jovanovic, Ivan
    Jankovic, Nikola
    Petrovic, Dusica
    Jevtovic, Andra
    Dzodic, Radan
    Arsenijevic, Nebojsa
    POLISH ARCHIVES OF INTERNAL MEDICINE-POLSKIE ARCHIWUM MEDYCYNY WEWNETRZNEJ, 2017, 127 (06): : 429 - 437
  • [32] Automatic classification with concatenation of deep and handcrafted features of histological images for breast carcinoma diagnosis
    Sethy, Prabira Kumar
    Behera, Santi Kumari
    MULTIMEDIA TOOLS AND APPLICATIONS, 2022, 81 (07) : 9631 - 9643
  • [33] Automatic classification with concatenation of deep and handcrafted features of histological images for breast carcinoma diagnosis
    Prabira Kumar Sethy
    Santi Kumari Behera
    Multimedia Tools and Applications, 2022, 81 : 9631 - 9643
  • [34] Classification and identification of garment images based on deep learning
    Wang, Jing
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2023, 44 (03) : 4223 - 4232
  • [35] Federated Learning in Computational Pathology: Classification of Tall Cell patterns in Papillary Thyroid Carcinoma
    Shukla, Sonal
    Brandwein-Weber, Margaret
    Samankan, Shabnam
    Ayad, Ahmed
    Rabie, Mohamed
    Doyle, Scott
    DIGITAL AND COMPUTATIONAL PATHOLOGY, MEDICAL IMAGING 2024, 2024, 12933
  • [36] Radiomics and deep learning for large volume lymph node metastasis in papillary thyroid carcinoma
    Ni, Zhongkai
    Zhou, Tianhan
    Fang, Hao
    Lin, Xiangfeng
    Xing, Zhiyu
    Li, Xiaowen
    Xie, Yangyang
    Hong, Lihua
    Huang, Shifei
    Ding, Jinwang
    Huang, Hai
    GLAND SURGERY, 2024, 13 (09)
  • [37] CLASSIFICATION OF THYROID NODULES IN ULTRASOUND IMAGES USING DEEP MODEL BASED TRANSFER LEARNING AND HYBRID FEATURES
    Liu, Tianjiao
    Xie, Shuaining
    Yu, Jing
    Niu, Lijuan
    Sun, Weidong
    2017 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2017, : 919 - 923
  • [38] A Novel Deep-Learning-Based CADx Architecture for Classification of Thyroid Nodules Using Ultrasound Images
    Goreke, Volkan
    INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES, 2023, 15 (03) : 360 - 373
  • [39] A Novel Deep-Learning-Based CADx Architecture for Classification of Thyroid Nodules Using Ultrasound Images
    Volkan Göreke
    Interdisciplinary Sciences: Computational Life Sciences, 2023, 15 : 360 - 373
  • [40] Deep learning-based classification and mutation prediction from histopathological images of hepatocellular carcinoma
    Liao, Haotian
    Long, Yuxi
    Han, Ruijiang
    Wang, Wei
    Xu, Lin
    Liao, Mingheng
    Zhang, Zhen
    Wu, Zhenru
    Shang, Xuequn
    Li, Xuefeng
    Peng, Jiajie
    Yuan, Kefei
    Zeng, Yong
    CLINICAL AND TRANSLATIONAL MEDICINE, 2020, 10 (02):