Predicting Malignancy and Benign Thyroid Nodule Using Multi-Scale Feature Fusion and Deep Learning

被引：0
|
作者：
Siwei Xinyi Wei
Qi Zhang
Hao Qi
Taorong Fu
Aiyun Qiu
机构：
[1] Department of School of Qianhu,
[2] Nanchang University,undefined
[3] Xuefu Road,undefined
[4] Department of Computer,undefined
[5] Nanchang University,undefined
[6] Xuefu Road,undefined
[7] Department of Ultrasound,undefined
[8] the First Affiliated Hospital of Nanchang University,undefined
来源：
Pattern Recognition and Image Analysis | 2021年 / 31卷
关键词：
thyroid nodules; feature fusion; deep learning; adaptive threshold local ternary pattern;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：830 / 841
页数：11
相关论文
共 50 条
  • [31] Deep feature network with multi-scale fusion for highly congested crowd counting
    Leilei Yan
    Li Zhang
    Xiaohan Zheng
    Fanzhang Li
    International Journal of Machine Learning and Cybernetics, 2024, 15 : 819 - 835
  • [32] MDFN: Multi-scale deep feature learning network for object detection
    Ma, Wenchi
    Wu, Yuanwei
    Cen, Feng
    Wang, Guanghui
    PATTERN RECOGNITION, 2020, 100
  • [33] Multi-Scale Feature Fusion and Advanced Representation Learning for Multi Label Image Classification
    Zhong, Naikang
    Lin, Xiao
    Du, Wen
    Shi, Jin
    CMC-COMPUTERS MATERIALS & CONTINUA, 2025, 82 (03):
  • [34] Multi-scale Extreme Exposure Images Fusion Based on Deep Learning
    Yang, Yi
    Wu, Shiqian
    PROCEEDINGS OF THE 2021 IEEE 16TH CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA 2021), 2021, : 1781 - 1785
  • [35] BreastMultiNet: A multi-scale feature fusion method using deep neural network to detect breast cancer
    Rahman, Md. Mahbubur
    Khan, Md. Saikat Islam
    Babu, Hafiz Md Hasan
    ARRAY, 2022, 16
  • [36] Small Object Detection using Multi-scale Feature Fusion and Attention
    Liu, Baokai
    Du, Shiqiang
    Li, Jiacheng
    Wang, Jianhua
    Liu, Wenjie
    2022 41ST CHINESE CONTROL CONFERENCE (CCC), 2022, : 7246 - 7251
  • [37] SegR-Net: A deep learning framework with multi-scale feature fusion for robust retinal vessel segmentation
    Ryu, Jihyoung
    Rehman, Mobeen Ur
    Nizami, Imran Fareed
    Chong, Kil To
    COMPUTERS IN BIOLOGY AND MEDICINE, 2023, 163
  • [38] An Improved Informer Model for Predicting Sinter Alkalinity Based on Multi-scale Feature Fusion
    Zhao, Laijun
    Meng, Shenghui
    Zhao, Xiaoning
    Sun, Kang
    Cheng, Zhenxing
    JOM, 2025,
  • [39] Research and Application of Deep Learning Models with Multi-Scale Feature Fusion for Lesion Segmentation in Oral Mucosal Diseases
    Zhang, Rui
    Lu, Miao
    Zhang, Jiayuan
    Chen, Xiaoyan
    Zhu, Fudong
    Tian, Xiang
    Chen, Yaowu
    Cao, Yuqi
    BIOENGINEERING-BASEL, 2024, 11 (11):
  • [40] Multi-Scale Object Detection Using Feature Fusion Recalibration Network
    Guo, Ziyuan
    Zhang, Weimin
    Liang, Zhenshuo
    Shi, Yongliang
    Huang, Qiang
    IEEE ACCESS, 2020, 8 : 51664 - 51673
12345