Cargando…

Interpretable machine-learning model for Predicting the Convalescent COVID-19 patients with pulmonary diffusing capacity impairment

INTRODUCTION: The COVID-19 patients in the convalescent stage noticeably have pulmonary diffusing capacity impairment (PDCI). The pulmonary diffusing capacity is a frequently-used indicator of the COVID-19 survivors’ prognosis of pulmonary function, but the current studies focusing on prediction of...

Descripción completa

Detalles Bibliográficos
Autores principales:	Ma, Fu-qiang, He, Cong, Yang, Hao-ran, Hu, Zuo-wei, Mao, He-rong, Fan, Cun-yu, Qi, Yu, Zhang, Ji-xian, Xu, Bo
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2023
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10466769/ https://www.ncbi.nlm.nih.gov/pubmed/37644543 http://dx.doi.org/10.1186/s12911-023-02192-6

Ejemplares similares

Incidence and affecting factors of pulmonary diffusing capacity impairment with COVID-19 survivors 18 months after discharge in Wuhan, China
por: Xu, Bo, et al.
Publicado: (2022)

WITHDRAWN: Incidence and affecting factors of pulmonary diffusing capacity impairment with COVID-19 survivors 18 months after discharge in Wuhan, China
por: XU, Bo, et al.
Publicado: (2022)

Risk factors for impaired pulmonary diffusion function in convalescent COVID-19 patients: A systematic review and meta-analysis
por: Zhi, Haopeng, et al.
Publicado: (2022)

Brief Report: HIV Is Associated With Impaired Pulmonary Diffusing Capacity Independent of Emphysema
por: Raju, Sarath, et al.
Publicado: (2022)

Diffuse Lung Disease in Convalescents of COVID-19
por: Averyanov, A. V., et al.
Publicado: (2022)

Risk Factors Associated with Impairment in Pulmonary Diffusing Capacity among Patients with Noncystic Fibrosis Bronchiectasis
por: Zhang, Kaijun, et al.
Publicado: (2022)

Caution in interpretation of abnormal carbon monoxide diffusion capacity in COVID-19 patients
por: Chapman, David G., et al.
Publicado: (2021)

Diffusing capacity in chronic obstructive pulmonary disease assessment: A meta-analysis
por: Ni, Yingmeng, et al.
Publicado: (2021)

Lung clearance index and diffusion capacity for CO to detect early functional pulmonary impairment in children with rheumatic diseases
por: Hildebrandt, Julia, et al.
Publicado: (2021)

Interpretable Machine Learning Algorithms to Predict the Axial Capacity of FRP-Reinforced Concrete Columns
por: Cakiroglu, Celal, et al.
Publicado: (2022)

Hypoxic Pulmonary Vasoconstriction and the Diffusing Capacity in Pulmonary Hypertension Secondary to Idiopathic Pulmonary Fibrosis
por: Sakao, Seiichiro, et al.
Publicado: (2019)

Immune memory in convalescent patients with asymptomatic or mild COVID-19
por: Long, Quan-Xin, et al.
Publicado: (2021)

Persistent Endothelial Lung Damage and Impaired Diffusion Capacity in Long COVID
por: Asimakos, Andreas T., et al.
Publicado: (2023)

The Interpretation of Diffuse Reflectance Spectra
por: Hecht, Harry G.
Publicado: (1976)

Interpretable Machine‐Learning and Big Data Mining to Predict Gas Diffusivity in Metal‐Organic Frameworks
por: Guo, Shuya, et al.
Publicado: (2023)

Carbon Monoxide Diffusion Capacity as a Severity Marker in Pulmonary Hypertension
por: Diamanti, Eleni, et al.
Publicado: (2021)

Lung Function Impairment, Associating Hyperinflation with Impaired Diffusion Capacity and Transfer Coefficient, Is a Risk Factor for Hip Osteoporosis in Patients with Chronic Obstructive Pulmonary Disease
por: Malaise, Olivier, et al.
Publicado: (2023)

A method based on interpretable machine learning for recognizing the intensity of human engagement intention
por: Bi, Jian, et al.
Publicado: (2023)

Convalescent Pulmonary Dysfunction Following Hantavirus Pulmonary Syndrome in Panama and the United States
por: Gracia, Fernando, et al.
Publicado: (2010)

Convalescents
Publicado: (1907)

Convalescence
Publicado: (1875)

Challenges of Convalescent Plasma Therapy on COVID-19
por: Zhao, Qian, et al.
Publicado: (2020)

Loss of alveolar membrane diffusing capacity and pulmonary capillary blood volume in pulmonary arterial hypertension
por: Farha, Samar, et al.
Publicado: (2013)

Stability and neutralising capacity of SARS-CoV-2-specific antibodies in convalescent plasma
por: Tonn, Torsten, et al.
Publicado: (2020)

Interpreting functional diffusion tensor imaging
por: Autio, Joonas Arttu, et al.
Publicado: (2014)

Impaired humoral immunity to BQ.1.1 in convalescent and vaccinated patients
por: Dewald, Felix, et al.
Publicado: (2023)

Reduction in membrane component of diffusing capacity is associated with the extent of acute pulmonary embolism
por: Piirilä, Päivi, et al.
Publicado: (2011)

The need for race-specific reference equations for pulmonary diffusing capacity for nitric oxide
por: Zavorsky, Gerald Stanley, et al.
Publicado: (2021)

Diffuse alveolar haemorrhage with suspected idiopathic pulmonary hemosiderosis and decrease in lung diffusing capacity and chronic respiratory failure
por: Iwasaki, Kotaro, et al.
Publicado: (2021)

Accurate virus identification with interpretable Raman signatures by machine learning
por: Ye, Jiarong, et al.
Publicado: (2022)

Interpretable Machine Learning with Python
por: Masis, Serg
Publicado: (2021)

Interpretable machine learning for genomics
por: Watson, David S.
Publicado: (2021)

Interpreting machine for ambiguous figures
por: Roth, Yehuda
Publicado: (2023)

Interpretable Machine Learning Framework Reveals Robust Gut Microbiome Features Associated With Type 2 Diabetes
por: Gou, Wanglong, et al.
Publicado: (2021)

Symptom burden correlates to impairment of diffusion capacity and exercise intolerance in long COVID patients
por: Kersten, Johannes, et al.
Publicado: (2022)

‘Radical Interpretation’ and the Assessment of Decision-Making Capacity
por: Banner, Natalie F, et al.
Publicado: (2013)

Diffuse Pulmonary Arteriovenous Fistulas With Pulmonary Arterial Hypertension: Case Report and Review
por: Jiang, Rong, et al.
Publicado: (2016)

Interpreters as Translation Machines: Telephone Interpreting Challenges as Awareness Problems
por: Cho, Jinhyun
Publicado: (2023)

Changes in Serum Neutralizing Antibodies Levels During Convalescence of COVID-19 Patients
por: Chen, Qing-Qing, et al.
Publicado: (2022)

Prediction of conversion to dementia using interpretable machine learning in patients with amnestic mild cognitive impairment
por: Chun, Min Young, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_g9cmhn28e827i7hdpm87nui0cg