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Development and Validation of an Explainable Machine Learning Model for Identification of Dysphagia in Patients with COPD

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Published in:International Journal of Chronic Obstructive Pulmonary Disease
Format: Online Article RSS Article
Published: 2026
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container_title International Journal of Chronic Obstructive Pulmonary Disease
description
discipline_display Respiratory Diseases
discipline_facet Respiratory Diseases
format Online Article
RSS Article
genre Journal Article
id rss_article:93106
institution FRELIP
journal_source_facet International Journal of Chronic Obstructive Pulmonary Disease
last_indexed 2026-06-20T21:45:41.950Z
publishDate 2026
publishDateSort 2026
record_format rss_article
spellingShingle Development and Validation of an Explainable Machine Learning Model for Identification of Dysphagia in Patients with COPD
Respiratory Diseases
General
Respiratory Diseases
sub_discipline_display General
sub_discipline_facet General
subject_display Respiratory Diseases
General
Respiratory Diseases
subject_facet Respiratory Diseases
General
Respiratory Diseases
title Development and Validation of an Explainable Machine Learning Model for Identification of Dysphagia in Patients with COPD
title_alt Desarrollo y validación de un modelo de aprendizaje automático explicable para la identificación de disfagia en pacientes con EPOC
Développement et validation d'un modèle d'apprentissage automatique explicable pour l'identification de la dysphagie chez les patients atteints de BPCO
Desenvolvimento e Validação de um Modelo de Aprendizado de Máquina Explicável para Identificação de Disfagia em Pacientes com DPOC
title_auth Development and Validation of an Explainable Machine Learning Model for Identification of Dysphagia in Patients with COPD
title_es_txt Desarrollo y validación de un modelo de aprendizaje automático explicable para la identificación de disfagia en pacientes con EPOC
title_fr_txt Développement et validation d'un modèle d'apprentissage automatique explicable pour l'identification de la dysphagie chez les patients atteints de BPCO
title_full Development and Validation of an Explainable Machine Learning Model for Identification of Dysphagia in Patients with COPD
title_fullStr Development and Validation of an Explainable Machine Learning Model for Identification of Dysphagia in Patients with COPD
title_full_unstemmed Development and Validation of an Explainable Machine Learning Model for Identification of Dysphagia in Patients with COPD
title_pt_txt Desenvolvimento e Validação de um Modelo de Aprendizado de Máquina Explicável para Identificação de Disfagia em Pacientes com DPOC
title_short Development and Validation of an Explainable Machine Learning Model for Identification of Dysphagia in Patients with COPD
title_sort development and validation of an explainable machine learning model for identification of dysphagia in patients with copd
topic Respiratory Diseases
General
Respiratory Diseases
url https://www.dovepress.com/development-and-validation-of-an-explainable-machine-learning-model--4-peer-reviewed-fulltext-article-COPD