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
  • [21] False Data Injection Attack Detection Method Based on Deep Learning With Multi-Scale Feature Fusion
    Ji, Jinpeng
    Liu, Yang
    Chen, Jian
    Yao, Zhiwei
    Zhang, Mengdi
    Gong, Yanyong
    IEEE ACCESS, 2024, 12 : 89262 - 89274
  • [22] Optimization of table tennis target detection algorithm guided by multi-scale feature fusion of deep learning
    Zhang Rong
    Scientific Reports, 14
  • [23] Classification model based on fusion of multi-scale feature and channel feature for benign and malignant brain tumors
    Jiang, Lin-qi
    Ning, Chun-yu
    Yu, Hai-tao
    CHINESE OPTICS, 2022, 15 (06) : 1339 - 1349
  • [24] AMSeg: A Novel Adversarial Architecture Based Multi-Scale Fusion Framework for Thyroid Nodule Segmentation
    Ma, Xiaoxuan
    Sun, Boyang
    Liu, Weifeng
    Sui, Dong
    Chen, Jing
    Tian, Zhaofeng
    IEEE ACCESS, 2023, 11 : 72911 - 72924
  • [25] Attention Based Multi-Instance Thyroid Cytopathological Diagnosis with Multi-Scale Feature Fusion
    Qiu, Shuhao
    Guo, Yao
    Zhu, Chuang
    Zhou, Wenli
    Chen, Huang
    2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2021, : 3536 - 3541
  • [26] Multi-scale feature fusion segmentation and lightweight ensemble deep learning approach for urban slum classification using satellite images
    Fagbemiro, Olayinka A.
    Adepoju, Matthew O.
    James, Godstime K.
    Halilu, Ahmad S.
    INTERNATIONAL JOURNAL OF IMAGE AND DATA FUSION, 2024,
  • [27] Deep multi-scale feature fusion for pancreas segmentation from CT images
    Zhanlan Chen
    Xiuying Wang
    Ke Yan
    Jiangbin Zheng
    International Journal of Computer Assisted Radiology and Surgery, 2020, 15 : 415 - 423
  • [28] Deep multi-scale feature fusion for pancreas segmentation from CT images
    Chen, Zhanlan
    Wang, Xiuying
    Yan, Ke
    Zheng, Jiangbin
    INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2020, 15 (03) : 415 - 423
  • [29] Deep feature network with multi-scale fusion for highly congested crowd counting
    Yan, Leilei
    Zhang, Li
    Zheng, Xiaohan
    Li, Fanzhang
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2024, 15 (03) : 819 - 835
  • [30] Space Plant Image Segmentation via Multi-Scale Deep Feature Fusion
    Cao, Jingkang
    Duan, Jiangyong
    Meng, Juan
    Li, Ye
    2018 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND SOFTWARE ENGINEERING (CSSE 2018), 2018, : 12 - 22
12345