Diffuse lung disease classification based on texture features and weighted extreme learning machine

Diffuse lung diseases are a group of chronic disorders that affect the lungs. The highly prevalent lung patterns associated with diffuse lung diseases are emphysema, fibrosis, ground-glass opacity, and micro-nodules. For diffuse lung classification problem, TALISMAN (Texture Analysis of Lung ImageS...

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Bibliographic Details
Published in:	Multimedia tools and applications Vol. 80; no. 28-29; pp. 35467 - 35479
Main Authors:	Raj, Shyla, Mahanand, B. S., Vinod, D. S.
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.11.2021 Springer Nature B.V
Subjects:	1166: Advances of machine learning in data analytics and visual information processing Artificial neural networks Computer Communication Networks Computer Science Data Structures and Information Theory Datasets Emphysema Feature extraction Fibrosis Filter banks Gabor filters Image classification Lung diseases Machine learning Multimedia Information Systems Nodules Special Purpose and Application-Based Systems Texture Intuitionistic local binary pattern Diffuse lung diseases Extreme learning machine Texture features Sample imbalance
ISSN:	1380-7501, 1573-7721
Online Access:	Get full text
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