Cargando…

Early prediction of noninvasive ventilation failure after extubation: development and validation of a machine-learning model

BACKGROUND: Noninvasive ventilation (NIV) has been widely used in critically ill patients after extubation. However, NIV failure is associated with poor outcomes. This study aimed to determine early predictors of NIV failure and to construct an accurate machine-learning model to identify patients at...

Descripción completa

Detalles Bibliográficos
Autores principales:	Wang, Huan, Zhao, Qin-Yu, Luo, Jing-Chao, Liu, Kai, Yu, Shen-Ji, Ma, Jie-Fei, Luo, Ming-Hao, Hao, Guang-Wei, Su, Ying, Zhang, Yi-Jie, Tu, Guo-Wei, Luo, Zhe
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	BioMed Central 2022
Materias:	Research
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9358918/ https://www.ncbi.nlm.nih.gov/pubmed/35941641 http://dx.doi.org/10.1186/s12890-022-02096-7

Ejemplares similares

Development and Validation of a Machine-Learning Model for Prediction of Extubation Failure in Intensive Care Units
por: Zhao, Qin-Yu, et al.
Publicado: (2021)

Noninvasive ventilation after extubation
por: Prat, Dominique, et al.
Publicado: (2017)

Role of Prophylactic Noninvasive Ventilation in Patients at High Risk of Extubation Failure
por: Singh, Lalit
Publicado: (2020)

Noninvasive positive pressure ventilation in unplanned extubation
por: Eryüksel, Emel, et al.
Publicado: (2009)

Remifentanil versus dexmedetomidine for treatment of cardiac surgery patients with moderate to severe noninvasive ventilation intolerance (REDNIVIN): a prospective, cohort study
por: Hao, Guang-Wei, et al.
Publicado: (2020)

Successful Extubation After Weaning Failure by Noninvasive Ventilation in Patients With Neuromuscular Disease: Case Series
por: Kim, Sun Mi, et al.
Publicado: (2017)

Contribution of noninvasive ventilation in the precocious extubation in the medical ICU
por: Charra, B, et al.
Publicado: (2009)

Should noninvasive positive pressure ventilation be used to prevent post-extubation respiratory failure?
por: Nery, P, et al.
Publicado: (2005)

Use of Noninvasive Ventilation in Respiratory Failure After Extubation During Postoperative Care in Pediatrics
por: S. Rolim, Denise, et al.
Publicado: (2020)

Extubation failure and the use of noninvasive ventilation during the weaning process in critically ill COVID-19 patients
por: Boniatti, Viviane Martins Corrêa, et al.
Publicado: (2023)

High-Flow Nasal Cannula versus Noninvasive Positive Pressure Ventilation in Patients with Heart Failure after Extubation: An Observational Cohort Study
por: Chang, Che-Jung, et al.
Publicado: (2020)

Clinical efficacy of high-flow nasal cannula compared to noninvasive ventilation in patients with post-extubation respiratory failure
por: Yoo, Jung-Wan, et al.
Publicado: (2016)

Recombinant human brain natriuretic peptide ameliorates venous return function in congestive heart failure
por: Luo, Jing‐chao, et al.
Publicado: (2022)

To: Noninvasive positive pressure ventilation after extubation: features and outcomes in clinical practice
por: Santos, Pedro Silva, et al.
Publicado: (2016)

Noninvasive positive pressure ventilation after extubation: features and outcomes in clinical practice
por: Yamauchi, Liria Yuri, et al.
Publicado: (2015)

Nalmefene combined noninvasive positive-pressure ventilation in Chinese patients with chronic obstructive pulmonary disease coupled with type II respiratory failure: A meta-analysis
por: He, Jie, et al.
Publicado: (2023)

Can a high-flow nasal cannula substitute for noninvasive positive pressure ventilation in post-extubation respiratory failure?
por: Kim, Je Hyeong
Publicado: (2016)

Reply to: Noninvasive positive pressure ventilation after extubation: features and outcomes in clinical practice
por: Yamauchi, Liria Yuri, et al.
Publicado: (2016)

Respiratory support after extubation: noninvasive ventilation or high-flow nasal cannula, as appropriate
por: Mauri, Tommaso, et al.
Publicado: (2017)

A Machine-Learning Approach for Dynamic Prediction of Sepsis-Induced Coagulopathy in Critically Ill Patients With Sepsis
por: Zhao, Qin-Yu, et al.
Publicado: (2021)

Noninvasive ventilation immediately after extubation improves weaning outcome after acute respiratory failure: a randomized controlled trial
por: Ornico, Susana R, et al.
Publicado: (2013)

Easily identified at-risk patients for extubation failure may benefit from noninvasive ventilation: a prospective before-after study
por: Thille, Arnaud W., et al.
Publicado: (2016)

Using noninvasive ventilation to prevent extubation failure: it is good news, but do we really know what “high risk” means?
por: Glossop, Alastair J., et al.
Publicado: (2016)

Noninvasive Ventilation and Oxygen Therapy after Extubation in Patients with Acute Respiratory Failure: A Meta-analysis of Randomized Controlled Trials
por: Maitra, Souvik, et al.
Publicado: (2019)

Noninvasive Positive Pressure Ventilation in Chronic Heart Failure
por: Jiang, Hao, et al.
Publicado: (2016)

Letter to the Editor: Successful Extubation After Weaning Failure by Noninvasive Ventilation in Patients With Neuromuscular Disease - Do We Appreciate the Bigger Picture?
por: Glossop, Alastair J., et al.
Publicado: (2017)

Targeted-Volume Noninvasive Ventilation Reduces Extubation Failure in Postextubated Medical Intensive Care Unit Patients: A Randomized Controlled Trial
por: Thanthitaweewat, Vorawut, et al.
Publicado: (2018)

Prediction of extubation outcome in mechanically ventilated patients: Development and validation of the Extubation Predictive Score (ExPreS)
por: Baptistella, Antuani Rafael, et al.
Publicado: (2021)

The effect of sedation and/or analgesia as rescue treatment during noninvasive positive pressure ventilation in the patients with Interface intolerance after Extubation
por: Ni, Yue-Nan, et al.
Publicado: (2017)

Comparison of extubation success using noninvasive positive pressure ventilation (NIPPV) versus noninvasive neurally adjusted ventilatory assist (NI-NAVA)
por: Makker, Kartikeya, et al.
Publicado: (2020)

Shortening ventilatory support with a protocol based on daily extubation screening and noninvasive ventilation in selected patients
por: Nery, Patricia, et al.
Publicado: (2011)

Not All COPD Patients Benefit from Prophylactic Noninvasive Ventilation After Scheduled Extubation: An Exploratory Study
por: Gong, Yan, et al.
Publicado: (2019)

Machine learning for predicting successful extubation in patients receiving mechanical ventilation
por: Igarashi, Yutaka, et al.
Publicado: (2022)

Noninvasive Respiratory Support Does Not Prevent Extubation Failure in High-Risk Norwood Patients
por: Hassan, Adel M., et al.
Publicado: (2022)

Comparison of CRB-65 and quick sepsis-related organ failure assessment for predicting the need for intensive respiratory or vasopressor support in patients with COVID-19
por: Su, Ying, et al.
Publicado: (2020)

Noninvasive ventilation in acute respiratory failure
por: Mas, Arantxa, et al.
Publicado: (2014)

Predictors of extubation failure and reintubation in newborn infants subjected to mechanical ventilation
por: Costa, Ana Cristina de Oliveira, et al.
Publicado: (2014)

Clinical Application Effect of Cluster Management in Noninvasive Ventilator Nursing Care of Patients with Severe Heart Failure
por: Luo, Huanli, et al.
Publicado: (2022)

Predictors of extubation failure in newborns: a systematic review and meta-analysis
por: Fu, Maoling, et al.
Publicado: (2023)

Efficacy of long-term noninvasive positive pressure ventilation in stable hypercapnic COPD patients with respiratory failure: a meta-analysis of randomized controlled trials
por: Liao, Hao, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_45pp137ejrkvot9nmq64629d45