Reply: Improving Care for Patients with Interstitial Lung Disease, Using Machine Learning, Requires Transparency and Reproducibility

被引:0
|
作者
Kennedy, Giulia C. [1 ]
Barth, Neil M. [1 ]
Walsh, P. Sean [1 ]
Huang, Jing [1 ]
Pankratz, Daniel G. [1 ]
Choi, Yoonha [1 ]
Fedorowicz, Grazyna M. [1 ]
Anderson, Jessica D. [1 ]
Raghu, Ganesh [2 ]
Martinez, Fernando J. [3 ]
Colby, Thomas V. [4 ]
Lynch, David A. [5 ]
Brown, Kevin K. [5 ]
Groshong, Steve D. [5 ]
Myers, Jeffrey L. [6 ]
Flaherty, Kevin R. [7 ]
Steele, Mark P. [8 ]
机构
[1] Veracyte Inc, San Francisco, CA 94080 USA
[2] Univ Washington, Med Ctr, Seattle, WA 98195 USA
[3] Weill Cornell Med Coll, New York, NY USA
[4] Mayo Clin, Scottsdale, AZ USA
[5] Natl Jewish Hlth, Denver, CO USA
[6] Univ Michigan, Sch Med, Ann Arbor, MI USA
[7] Univ Michigan Hlth Syst, Ann Arbor, MI USA
[8] WG Hefner Vet Affairs Med Ctr, Salisbury, NC USA
关键词
PNEUMONIA;
D O I
10.1513/AnnalsATS.201708-654LE
中图分类号
R56 [呼吸系及胸部疾病];
学科分类号
摘要
引用
收藏
页码:1864 / +
页数:3
相关论文
共 50 条
  • [1] Improving Care for Patients with Interstitial Lung Disease Using Machine Learning Requires Transparency and Reproducibility
    Weissman, Gary E.
    [J]. ANNALS OF THE AMERICAN THORACIC SOCIETY, 2017, 14 (12) : 1863 - +
  • [2] Classification of usual interstitial pneumonia in patients with interstitial lung disease: assessment of a machine learning approach using high-dimensional transcriptional data
    Kim, Su Yeon
    Diggans, James
    Pankratz, Dan
    Huang, Jing
    Pagan, Moraima
    Sindy, Nicole
    Tom, Ed
    Anderson, Jessica
    Choi, Yoonha
    Lynch, David A.
    Steele, Mark P.
    Flaherty, Kevin R.
    Brown, Kevin K.
    Farah, Humam
    Bukstein, Michael J.
    Pardo, Annie
    Selman, Moises
    Wolters, Paul J.
    Nathan, Steven D.
    Colby, Thomas V.
    Myers, Jeffrey L.
    Katzenstein, Anna-Luise A.
    Raghu, Ganesh
    Kennedy, Giulia C.
    [J]. LANCET RESPIRATORY MEDICINE, 2015, 3 (06): : 473 - 482
  • [3] Prevalence and clinical characteristics of patients with rheumatoid arthritis with interstitial lung disease using unstructured healthcare data and machine learning
    Roman Ivorra, Jose A.
    Trallero-Araguas, Ernesto
    Lopez Lasanta, Maria
    Cebrian, Laura
    Lojo, Leticia
    Lopez-Muniz, Belen
    Fernandez-Melon, Julia
    Nunez, Belen
    Silva-Fernandez, Lucia
    Veiga Cabello, Raul
    Ahijado, Pilar
    de la Morena Barrio, Isabel
    Costas Torrijo, Nerea
    Safont, Belen
    Ornilla, Enrique
    Restrepo, Juliana
    Campo, Arantxa
    Andreu, Jose L.
    Diez, Elvira
    Lopez Robles, Alejandra
    Bollo, Elena
    Benavent, Diego
    Vilanova, David
    Lujan Valdes, Sara
    Castellanos-Moreira, Raul
    [J]. RMD OPEN, 2024, 10 (01):
  • [4] Sequential Prediction of Interstitial Lung Abnormalities Using Machine Learning
    Zagurovskaya, Marianna
    [J]. RADIOLOGY, 2024, 312 (03)
  • [5] Patients with interstitial lung disease in the intensive care unit
    Waelscher, J.
    Heussel, C. P.
    Kreuter, M.
    [J]. PNEUMOLOGE, 2016, 13 (05): : 294 - +
  • [6] MAXIMAL STATIC MOUTH PRESSURE REPRODUCIBILITY IN PATIENTS WITH INTERSTITIAL LUNG-DISEASE
    BROPHY, C
    MIER, A
    MOXHAM, J
    GREEN, M
    TURNERWARWICK, M
    [J]. CLINICAL SCIENCE, 1986, 70 : P61 - P61
  • [7] Machine Learning of Plasma Proteomics for Differential Diagnosis of Interstitial Lung Disease
    Huang, Y.
    Oldham, J.
    Ma, S.
    Adegunsoye, A. O.
    Lee, C. T.
    Murray, S.
    Kim, J.
    Bonham, C.
    Paul, T.
    Mannem, H.
    Linderholm, A.
    Maher, T. M.
    Molyneaux, P. L.
    Strek, M. E.
    Martinez, F. J.
    Noth, I.
    [J]. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2023, 207
  • [8] Machine Learning Algorithm to Improve Cohort Identification in Interstitial Lung Disease
    Farrand, E. D.
    Gologorskaya, O.
    Mills, H.
    Radhakrishnan, L.
    Collard, H. R.
    Butte, A.
    [J]. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2023, 207
  • [9] Comprehensive Supportive Care for Patients with Fibrosing Interstitial Lung Disease
    Wijsenbeek, Marlies S.
    Holland, Anne E.
    Swigris, Jeffrey J.
    Renzoni, Elisabetta A.
    [J]. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2019, 200 (02) : 152 - 159
  • [10] Palliative and symptomatic care of patients with fibrotic interstitial lung disease
    Mann, Jennifer
    Guo, Hui
    Goh, Nicole
    Smallwood, Natasha
    [J]. EUROPEAN RESPIRATORY JOURNAL, 2018, 52