Cargando…

A Machine Learning Approach to the Interpretation of Cardiopulmonary Exercise Tests: Development and Validation

OBJECTIVE: At present, there is no consensus on the best strategy for interpreting the cardiopulmonary exercise test's (CPET) results. This study is aimed at assessing the potential of using computer-aided algorithms to evaluate CPET data for identifying chronic heart failure (CHF) and chronic...

Descripción completa

Detalles Bibliográficos
Autores principales:	Inbar, Or, Inbar, Omri, Reuveny, Ronen, Segel, Michael J., Greenspan, Hayit, Scheinowitz, Mickey
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2021
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8188599/ https://www.ncbi.nlm.nih.gov/pubmed/34158976 http://dx.doi.org/10.1155/2021/5516248

Ejemplares similares

Prediction of the Wingate anaerobic mechanical power outputs from a maximal incremental cardiopulmonary exercise stress test using machine-learning approach
por: Leopold, Efrat, et al.
Publicado: (2019)

Integrative Interpretation of Cardiopulmonary Exercise Tests for Cardiovascular Outcome Prediction: A Machine Learning Approach
por: Cauwenberghs, Nicholas, et al.
Publicado: (2023)

Software for interpreting cardiopulmonary exercise tests
por: Ross, Robert M, et al.
Publicado: (2007)

A computational predictor of the anaerobic mechanical power outputs from a clinical exercise stress test
por: Leopold, Efrat, et al.
Publicado: (2023)

Cardiopulmonary Exercise Test: Background, Applicability and Interpretation
por: Herdy, Artur Haddad, et al.
Publicado: (2016)

A Systematic Approach for the Interpretation of Cardiopulmonary Exercise Testing in Children with Focus on Cardiovascular Diseases
por: Das, Bibhuti B.
Publicado: (2023)

Clinical Interpretation of Cardiopulmonary Exercise Testing: Current Pitfalls and Limitations
por: Neder, J. Alberto, et al.
Publicado: (2021)

Deep learning for medical image analysis
por: Zhou, S Kevin, et al.
Publicado: (2017)

Thermographic Changes following Short-Term High-Intensity Anaerobic Exercise
por: Fink, Nir, et al.
Publicado: (2023)

Machine Learning Models for the Automatic Detection of Exercise Thresholds in Cardiopulmonary Exercising Tests: From Regression to Generation to Explanation
por: Zignoli, Andrea
Publicado: (2023)

Inter-observer agreement of preoperative cardiopulmonary exercise test interpretation in major abdominal surgery
por: Franssen, Ruud F. W., et al.
Publicado: (2022)

Cardiopulmonary Exercise Testing
por: Howard, Luke, et al.
Publicado: (2012)

Cardiopulmonary Exercise Testing
por: Marciniuk, Darcy D., et al.
Publicado: (2013)

Validity and repeatability of cardiopulmonary exercise testing in interstitial lung disease
por: Tomlinson, Owen W., et al.
Publicado: (2022)

Utilizing Machine Learning Techniques to Predict the Efficacy of Aerobic Exercise Intervention on Young Hypertensive Patients Based on Cardiopulmonary Exercise Testing
por: Huang, Fangwan, et al.
Publicado: (2021)

Quantification of Daily-Living Gait Quantity and Quality Using a Wrist-Worn Accelerometer in Huntington's Disease
por: Keren, Karin, et al.
Publicado: (2021)

Multiple Sclerosis Lesion Detection Using Constrained GMM and Curve Evolution
por: Freifeld, Oren, et al.
Publicado: (2009)

Patch-Based Segmentation with Spatial Consistency: Application to MS Lesions in Brain MRI
por: Mechrez, Roey, et al.
Publicado: (2016)

Cardiopulmonary exercise testing (CPET) in the United Kingdom—a national survey of the structure, conduct, interpretation and funding
por: Reeves, T., et al.
Publicado: (2018)

Cardiopulmonary exercise testing might be helpful for interpretation of impaired pulmonary function in recovered COVID-19 patients
por: Gao, Yi, et al.
Publicado: (2021)

Validation of the DYOP visual acuity test
por: Gantz, Liat, et al.
Publicado: (2023)

Cancer-Cell Deep-Learning Classification by Integrating Quantitative-Phase Spatial and Temporal Fluctuations
por: Ben Baruch, Shani, et al.
Publicado: (2021)

Editorial: Clinical Cardiopulmonary Exercise Testing
por: O'Donnell, Denis E., et al.
Publicado: (2021)

Correction to: Cardiopulmonary exercise testing (CPET) in the United Kingdom—a national survey of the structure, conduct, interpretation and funding
por: Reeves, T., et al.
Publicado: (2018)

An interpretable and versatile machine learning approach for oocyte phenotyping
por: Letort, Gaelle, et al.
Publicado: (2022)

Assessing Exercise Limitation Using Cardiopulmonary Exercise Testing
por: Stickland, Michael K., et al.
Publicado: (2012)

Preliminary study of thermal density distribution and entropy analysis during cycling exercise stress test using infrared thermography
por: Bogomilsky, S., et al.
Publicado: (2022)

Editorial: Generative adversarial networks in cardiovascular research
por: Zhang, Qiang, et al.
Publicado: (2023)

Cardiopulmonary Exercise Testing and Other Tests of Functional Capacity
por: Ferguson, Marissa, et al.
Publicado: (2021)

The Effects of Maximal Intensity Exercise on Cognitive Performance in Children
por: Samuel, Roy David, et al.
Publicado: (2017)

An interpretable machine learning approach to identify mechanism of action of antibiotics
por: Mongia, Mihir, et al.
Publicado: (2022)

Cardiopulmonary exercise testing and exercise recommendations for persons with anorexia nervosa
por: Bratland-Sanda, Solfrid, et al.
Publicado: (2023)

The Role of Cardiopulmonary Exercise Test in IPF Prognosis
por: Triantafillidou, Christina, et al.
Publicado: (2013)

Cardiopulmonary exercise testing in the assessment of exertional dyspnea
por: Datta, Debapriya, et al.
Publicado: (2015)

Cardiopulmonary exercise testing as a predictor of complications
por: Yanni, F, et al.
Publicado: (2014)

Pulmonary Vascular Disease and Cardiopulmonary Exercise Testing
por: Laveneziana, Pierantonio, et al.
Publicado: (2020)

ARTP statement on cardiopulmonary exercise testing 2021
por: Pritchard, Andrew, et al.
Publicado: (2021)

Cardiopulmonary Exercise Testing in the Assessment of Dysfunctional Breathing
por: Ionescu, Maria F., et al.
Publicado: (2021)

Practical guide to cardiopulmonary exercise testing in adults
por: Glaab, Thomas, et al.
Publicado: (2022)

Comprehensive use of cardiopulmonary exercise testing in pediatrics
por: Wołoszyn, Filip, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_mugvgq8qceb2vkadsdbv7ikk9u