Selected article for: "external validation and training set"
Author: Min Zhou; Yong Chen; Dexiang Wang; Yanping Xu; Weiwu Yao; Jingwen Huang; Xiaoyan Jin; Zilai Pan; Jingwen Tan; Lan Wang; Yihan Xia; Longkuan Zou; Xin Xu; Jingqi Wei; Mingxin Guan; Jianxing Feng; Huan Zhang; Jieming Qu
Title: Improved deep learning model for differentiating novel coronavirus pneumonia and influenza pneumonia
  • Document date: 2020_3_30
    • ID: ilc2bzkx_20
    Snippet: To better understand the performance difference between the Plain scheme and the Trinary scheme in different CT devices, we divided the NCP data on the external validation set into two categories. The first category contained 20 cases from centers (Center 1~3) that also appeared in the training set. The second category contained the remaining 37 cases from Center 4~8. We compared the performance between two schemes on the two categories......
    Document: To better understand the performance difference between the Plain scheme and the Trinary scheme in different CT devices, we divided the NCP data on the external validation set into two categories. The first category contained 20 cases from centers (Center 1~3) that also appeared in the training set. The second category contained the remaining 37 cases from Center 4~8. We compared the performance between two schemes on the two categories.

    Search related documents:
    Co phrase search for related documents
    • category set and second category: 1, 2
    • category set and training set: 1, 2, 3, 4
    • category set and trinary scheme: 1
    • CT device and external validation: 1
    • CT device and Plain scheme: 1
    • CT device and training set: 1
    • CT device and trinary scheme: 1, 2
    • external validation and Plain scheme: 1, 2, 3, 4
    • external validation and scheme performance: 1, 2
    • external validation and training set: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21
    • external validation and trinary scheme: 1, 2, 3, 4
    • performance difference and training set: 1
    • Plain scheme and scheme performance: 1, 2
    • Plain scheme and second category: 1
    • Plain scheme and training set: 1, 2, 3, 4
    • Plain scheme and trinary scheme: 1, 2, 3, 4, 5, 6, 7, 8, 9
    • scheme performance and training set: 1
    • scheme performance and trinary scheme: 1, 2
    • second category and training set: 1