Development and validation of a 3D-convolutional neural network model based on chest CT for differentiating active pulmonary tuberculosis from community-acquired pneumonia

被引：0
|
作者：
Dong Han
Yibing Chen
Xuechao Li
Wen Li
Xirong Zhang
Taiping He
Yong Yu
Yuequn Dou
Haifeng Duan
Nan Yu
机构：
[1] Affiliated Hospital of Shaanxi University of Chinese Medicine,Department of Radiology
[2] Northwest University,School of Information Science & Technology
[3] Affiliated Hospital of Shaanxi University of Chinese Medicine,Clinical Research Center
[4] Baoji Central Hospital,Department of Radiology
[5] Shaanxi University of Chinese Medicine,College of Medical Technology
[6] Affiliated Hospital of Shaanxi University of Chinese Medicine,Respiratory Department
来源：
La radiologia medica | 2023年 / 128卷
关键词：
Tuberculosis; Pulmonary; Pneumonia; Tomography; Spiral computed; Neural network; Computer;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：68 / 80
页数：12
相关论文
共 35 条
  • [21] A high-resolution computed tomography-based scoring system to differentiate the most infectious active pulmonary tuberculosis from community-acquired pneumonia in elderly and non-elderly patients
    Jun-Jun Yeh
    Solomon Chih-Cheng Chen
    Cheng-Ren Chen
    Ting-Chun Yeh
    Hsin-Kai Lin
    Jia-Bin Hong
    Bing-Tsang Wu
    Ming-Ting Wu
    European Radiology, 2014, 24 : 2372 - 2384
  • [22] Automatic mandible segmentation from CT image using 3D fully convolutional neural network based on DenseASPP and attention gates
    Xu, Jiangchang
    Liu, Jiannan
    Zhang, Dingzhong
    Zhou, Zijie
    Jiang, Xiaoyi
    Zhang, Chenping
    Chen, Xiaojun
    INTERNATIONAL JOURNAL OF COMPUTER ASSISTED RADIOLOGY AND SURGERY, 2021, 16 (10) : 1785 - 1794
  • [23] Automatic mandible segmentation from CT image using 3D fully convolutional neural network based on DenseASPP and attention gates
    Jiangchang Xu
    Jiannan Liu
    Dingzhong Zhang
    Zijie Zhou
    Xiaoyi Jiang
    Chenping Zhang
    Xiaojun Chen
    International Journal of Computer Assisted Radiology and Surgery, 2021, 16 : 1785 - 1794
  • [24] A convolutional neural network-based method for the generation of super-resolution 3D models from clinical CT images
    Zhou, Yijun
    Klintstrom, Eva
    Klintstrom, Benjamin
    Ferguson, Stephen J.
    Helgason, Benedikt
    Persson, Cecilia
    COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE, 2024, 245
  • [25] Using 3D point cloud and graph-based neural networks to improve the estimation of pulmonary function tests from chest CT
    Jia, Jingnan
    Yu, Bo
    Mody, Prerak
    Ninaber, Maarten K.
    Schouffoer, Anne A.
    de Vries-Bouwstra, Jeska K.
    Kroft, Lucia J.M.
    Staring, Marius
    Stoel, Berend C.
    Computers in Biology and Medicine, 2024, 182
  • [26] A 3D convolutional neural network model with multiple outputs for simultaneously estimating the reactive transport parameters of sandstone from its CT images
    Fu, Haiying
    Wang, Shuai
    He, Guicheng
    Zhu, Zhonghua
    Yu, Qing
    Ding, Dexin
    ARTIFICIAL INTELLIGENCE IN GEOSCIENCES, 2024, 5
  • [27] Generating Point Cloud from Measurements and Shapes Based on Convolutional Neural Network: An Application for Building 3D Human Model
    Mau Tung Nguyen
    Thanh Vu Dang
    Minh Kieu Tran Thi
    Pham The Bao
    COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2019, 2019
  • [28] Hierarchical approach for pulmonary-nodule identification from CT images using YOLO model and a 3D neural network classifier
    Yashar Ahmadyar
    Alireza Kamali-Asl
    Hossein Arabi
    Rezvan Samimi
    Habib Zaidi
    Radiological Physics and Technology, 2024, 17 : 124 - 134
  • [29] Hierarchical approach for pulmonary-nodule identification from CT images using YOLO model and a 3D neural network classifier
    Ahmadyar, Yashar
    Kamali-Asl, Alireza
    Arabi, Hossein
    Samimi, Rezvan
    Zaidi, Habib
    RADIOLOGICAL PHYSICS AND TECHNOLOGY, 2024, 17 (01) : 124 - 134
  • [30] High-resolution CT image analysis based on 3D convolutional neural network can enhance the classification performance of radiologists in classifying pulmonary non-solid nodules
    Zhang, Teng
    Wang, Yida
    Sun, Yingli
    Yuan, Mei
    Zhong, Yan
    Li, Hai
    Yu, Tongfu
    Wang, Jie
    EUROPEAN JOURNAL OF RADIOLOGY, 2021, 141
1234