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Identification of Lung Tissue Patterns in Subjects with Chronic Obstructive Pulmonary Disease Using a Convolutional Deep Learning Model
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Identification of Lung Tissue Patterns in Subjects with Chronic Obstructive Pulmonary Disease Using a Convolutional Deep Learning Model
We have developed a three-dimensional (3D) convolutional autoencoder (CAE) in conjunction with the exploratory factor analysis to predict pulmonary functions and discover possible tissue patterns which are associated with alterations of pulmonary functions.
We have developed a three-dimensional (3D) convolutional autoencoder (CAE) in conjunction with the exploratory factor analysis to predict pulmonary functions and discover possible tissue patterns which are associated with alterations of pulmonary functions.
