Selected article for: "clinical diagnosis and deep learning"
Author: Chuansheng Zheng; Xianbo Deng; Qing Fu; Qiang Zhou; Jiapei Feng; Hui Ma; Wenyu Liu; Xinggang Wang
Title: Deep Learning-based Detection for COVID-19 from Chest CT using Weak Label
  • Document date: 2020_3_17
    • ID: ll4rxd9p_43
    Snippet: In conclusion, without the need for annotating the COVID-19 lesions in CT volumes for training, our weakly-supervised deep learning algorithm obtained strong COVID-19 detection performance. Therefore, our algorithm has great potential to be applied in clinical application for accurate and rapid COVID-19 diagnosis, which is of great help for the frontline medical staff and is also vital to control this epidemic worldwide......
    Document: In conclusion, without the need for annotating the COVID-19 lesions in CT volumes for training, our weakly-supervised deep learning algorithm obtained strong COVID-19 detection performance. Therefore, our algorithm has great potential to be applied in clinical application for accurate and rapid COVID-19 diagnosis, which is of great help for the frontline medical staff and is also vital to control this epidemic worldwide.

    Search related documents:
    Co phrase search for related documents
    • clinical application and deep learning: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15
    • clinical application and detection performance: 1, 2, 3, 4, 5
    • clinical application and epidemic control: 1, 2, 3, 4, 5, 6, 7, 8, 9
    • clinical application and great potential: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15
    • clinical application and medical staff: 1, 2, 3, 4
    • clinical application and rapid accurate diagnosis: 1, 2, 3, 4
    • CT volume and deep learning: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12
    • CT volume and deep learning algorithm: 1, 2, 3, 4
    • CT volume and rapid accurate diagnosis: 1, 2, 3
    • deep learning algorithm and great potential: 1, 2, 3, 4
    • deep learning algorithm and medical staff: 1
    • deep learning algorithm and rapid accurate diagnosis: 1, 2, 3
    • deep learning and detection performance: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25
    • deep learning and epidemic control: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19
    • deep learning and great help: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10
    • deep learning and great potential: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25
    • deep learning and medical staff: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17
    • deep learning and rapid accurate diagnosis: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12
    • deep learning and strong detection performance: 1