Image-Based Formalization of Tabular Data for Threshold-Based Prediction of Hospital Stay Using Convolutional Neural Networks: An Intelligent Decision Support System Applied in COPD

<i>Background:</i> Chronic Obstructive Pulmonary Disease (COPD) often leads to acute exacerbations requiring hospitalization. While artificial intelligence (AI) has been increasingly used to improve COPD management, predicting whether the length of hospital stay (LOHS) will exceed clinically relevan...

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Главные авторы:	Alberto Pinheira, Manuel Casal-Guisande, Julia López-Canay, Alberto Fernández-García, Rafael Golpe, Cristina Represas-Represas, María Torres-Durán, Jorge Cerqueiro-Pequeño, Alberto Comesaña-Campos, Alberto Fernández-Villar
Формат:	Artigo
Язык:	Inglês
Опубликовано:	MDPI AG 2025-09-01
Серии:	Applied System Innovation
Предметы:	COPD machine learning intelligent systems artificial intelligence clinical decision-making convolutional neural network
Online-ссылка:	https://www.mdpi.com/2571-5577/8/5/128
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