Detection and staging of chronic obstructive pulmonary disease using a computed tomography–based weakly supervised deep learning approach

被引：0
|
作者：
Jiaxing Sun
Ximing Liao
Yusheng Yan
Xin Zhang
Jian Sun
Weixiong Tan
Baiyun Liu
Jiangfen Wu
Qian Guo
Shaoyong Gao
Zhang Li
Kun Wang
Qiang Li
机构：
[1] Tongji University School of Medicine,Department of Pulmonary and Critical Care Medicine, Shanghai East Hospital
[2] The Affiliated Hospital of Qingdao University,Department of Pulmonary and Critical Care Medicine
[3] Changsha First Hospital,Department of Pulmonary and Critical Care Medicine
[4] People’s Liberation Army Joint Logistic Support Force 920th Hospital,Department of Pulmonary and Critical Care Medicine
[5] Shandong Provincial Hospital,Department of Pulmonary and Critical Care Medicine
[6] Infervision,College of Aerospace Science and Engineering
[7] National University of Defense Technology,undefined
来源：
European Radiology | 2022年 / 32卷
关键词：
Chronic obstructive pulmonary disease; Tomography, X-ray computed; Spirometry; Deep learning; Mass screening;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：5319 / 5329
页数：10
相关论文
共 50 条
  • [41] Automatic pulmonary nodule detection on computed tomography images using novel deep learning
    Shabnam Ghasemi
    Shahin Akbarpour
    Ali Farzan
    Mohammad Ali Jabraeil Jamali
    Multimedia Tools and Applications, 2024, 83 : 55147 - 55173
  • [42] Automatic T Staging Using Weakly Supervised Deep Learning for Nasopharyngeal Carcinoma onMRImages
    Yang, Qing
    Guo, Ying
    Ou, Xiaomin
    Wang, Jiazhou
    Hu, Chaosu
    JOURNAL OF MAGNETIC RESONANCE IMAGING, 2020, 52 (04) : 1074 - 1082
  • [43] Pulmonary function tests and computed tomography lung attenuation in chronic obstructive pulmonary disease
    Mascalchi, Mario
    JOURNAL OF THORACIC DISEASE, 2015, 7 (11) : 1882 - 1884
  • [44] Deep Transfer Learning for Chronic Obstructive Pulmonary Disease Detection Utilizing Electrocardiogram Signals
    Moran, Inanc
    Altilar, Deniz Turgay
    Ucar, Muhammed Kursad
    Bilgin, Cahit
    Bozkurt, Mehmet Recep
    IEEE ACCESS, 2023, 11 : 40629 - 40644
  • [45] Phenotype of Chronic Obstructive Pulmonary Disease Based on Computed Tomography-Defined Underlying Pathology
    Kim, Won-Dong
    TUBERCULOSIS AND RESPIRATORY DISEASES, 2022, 85 (04) : 302 - 312
  • [46] Computed tomography radiomics-based prognosis prediction of patients with chronic obstructive pulmonary disease
    Zhao, Xiaogang
    Qiu, Xiaojiao
    JOURNAL OF RADIATION RESEARCH AND APPLIED SCIENCES, 2024, 17 (04)
  • [47] Accurate somatic variant detection using weakly supervised deep learning
    Krishnamachari, Kiran
    Lu, Dylan
    Swift-Scott, Alexander
    Yeraliyev, Anuar
    Lee, Kayla
    Huang, Weitai
    Leng, Sim Ngak
    Skanderup, Anders Jacobsen
    NATURE COMMUNICATIONS, 2022, 13 (01)
  • [48] Accurate somatic variant detection using weakly supervised deep learning
    Kiran Krishnamachari
    Dylan Lu
    Alexander Swift-Scott
    Anuar Yeraliyev
    Kayla Lee
    Weitai Huang
    Sim Ngak Leng
    Anders Jacobsen Skanderup
    Nature Communications, 13
  • [49] A Deep Learning Approach to Handling Temporal Variation in Chronic Obstructive Pulmonary Disease Progression
    Tang, Chunlei
    Plasek, Joseph M.
    Zhang, Haohan
    Xiong, Yun
    Bates, David W.
    Zhou, Li
    PROCEEDINGS 2018 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM), 2018, : 502 - 509
  • [50] Weakly Supervised Deep Learning-Based Optical Coherence Tomography Angiography
    Jiang, Zhe
    Huang, Zhiyu
    Qiu, Bin
    Meng, Xiangxi
    You, Yunfei
    Liu, Xi
    Geng, Mufeng
    Liu, Gangjun
    Zhou, Chuanqing
    Yang, Kun
    Maier, Andreas
    Ren, Qiushi
    Lu, Yanye
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 40 (02) : 688 - 698
12345