Deep-learning-enabled multimodal data fusion for lung disease classification

Deep-learning-enabled multimodal data fusion for lung disease classification

The recent pandemic has revealed the urgent need for lung disease diagnosis at early stages in humans. Deep learning-based automatic diagnosis methods typically rely on single-modality data such as medical imaging. However, analysis of single modality data is not so reliable to diagnose the disease...

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Bibliographic Details
Main Authors: Sachin Kumar, Olga Ivanova, Artyom Melyokhin, Prayag Tiwari
Format: Article
Language:English
Published: Elsevier 2023-01-01
Series:Informatics in Medicine Unlocked
Subjects:
Multimodal fusion
Lung disease
Medical imaging
Clinical data
Deep learning
Online Access:http://www.sciencedirect.com/science/article/pii/S2352914823002137

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http://www.sciencedirect.com/science/article/pii/S2352914823002137

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