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
  • [21] Deep Learning Based Algorithms for Detecting Chronic Obstructive Pulmonary Disease
    Melese, Endashaw Amsalu
    Nabaasa, Evarist
    Wondemagegn, Matiwos Tekalign
    Yonasi, Safari
    Negasa, Gemechis Melkamu
    2022 IST-AFRICA CONFERENCE, 2022,
  • [22] Longitudinal study of airway dimensions in chronic obstructive pulmonary disease using computed tomography
    Ohara, Tadashi
    Hirai, Toyohiro
    Sato, Susumu
    Terada, Kunihiko
    Kinose, Daisuke
    Haruna, Akane
    Marumo, Satoshi
    Nishioka, Michiyoshi
    Ogawa, Emiko
    Nakano, Yasutaka
    Hoshino, Yuma
    Ito, Yutaka
    Matsumoto, Hisako
    Niimi, Akio
    Mio, Tadashi
    Chin, Kazuo
    Muro, Shigeo
    Mishima, Michiaki
    RESPIROLOGY, 2008, 13 (03) : 372 - 378
  • [23] Recent advances in airway imaging using micro-computed tomography and computed tomography for chronic obstructive pulmonary disease
    Tanabe, Naoya
    Hirai, Toyohiro
    KOREAN JOURNAL OF INTERNAL MEDICINE, 2021, 36 (06): : 1294 - 1304
  • [24] Computed Tomography Measurement Of Small Pulmonary Vessels In Chronic Obstructive Pulmonary Disease
    Ramos, F. L.
    Marchetti, N.
    Jacobs, M.
    Dass, C. A.
    Zhao, H.
    Criner, G. J.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2014, 189
  • [25] Pulmonary Vessels On Computed Tomography In Early Stages Of Chronic Obstructive Pulmonary Disease
    Charbonnier, J. -P.
    Van Rikxoort, E.
    Humphries, S.
    Schaefer-Prokop, C.
    Lynch, D.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2017, 195
  • [26] Repeatability of Pulmonary Quantitative Computed Tomography Measurements in Chronic Obstructive Pulmonary Disease
    Motahari, Amin
    Barr, R. Graham
    Han, MeiLan K.
    Anderson, Wayne H.
    Barjaktarevic, Igor
    Bleecker, Eugene R.
    Comellas, Alejandro P.
    Cooper, Christopher B.
    Couper, David J.
    Hansel, Nadia N.
    Kanner, Richard E.
    Kazerooni, Ella A.
    Lynch, David A.
    Martinez, Fernando J.
    Newell, John D., Jr.
    Schroeder, Joyce D.
    Smith, Benjamin M.
    Woodruff, Prescott G.
    Hoffman, Eric A.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2023, 208 (06) : 657 - 665
  • [27] Computed tomography-based visual assessment of chronic obstructive pulmonary disease: comparison with pulmonary function test and quantitative computed tomography
    Kang, Han Sol
    Bak, So Hyeon
    Oh, Ha Yeun
    Lim, Myoung-Nam
    Cha, Yoon Ki
    Yoon, Hyun Jung
    Kim, Woo Jin
    JOURNAL OF THORACIC DISEASE, 2021, 13 (03) : 1495 - 1506
  • [28] Mucus plugging on computed tomography and chronic bronchitis in chronic obstructive pulmonary disease
    Victor Kim
    Wojciech R. Dolliver
    Hrudaya P. Nath
    Scott A. Grumley
    Nina Terry
    Asmaa Ahmed
    Andrew Yen
    Kathleen Jacobs
    Seth Kligerman
    Alejandro A. Diaz
    Respiratory Research, 22
  • [29] Mucus plugging on computed tomography and chronic bronchitis in chronic obstructive pulmonary disease
    Kim, Victor
    Dolliver, Wojciech R.
    Nath, Hrudaya P.
    Grumley, Scott A.
    Terry, Nina
    Ahmed, Asmaa
    Yen, Andrew
    Jacobs, Kathleen
    Kligerman, Seth
    Diaz, Alejandro A.
    RESPIRATORY RESEARCH, 2021, 22 (01)
  • [30] Mucus Plugging on Computed Tomography and Chronic Bronchitis in Chronic Obstructive Pulmonary Disease
    Kim, V.
    Dolliver, W. R.
    Nath, H. P.
    Grumley, S.
    Terrry, N.
    Ahmed, A.
    Wen, A. S.
    Yen, A.
    Jacobs, K.
    Kligerman, S. J.
    Diaz, A.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2021, 203 (09)