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Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network

Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network

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 Lung Pattern Classification for Interstitial Lung Diseases Using a Deep Convolutional Neural Network

 Automated tissue characterization is one of the most crucial components of a computer aided diagnosis (CAD) system for interstitial lung diseases (ILDs). Although much research has been conducted in this field, the problem remains challenging. Deep learning techniques have recently achieved impressive results in a variety of computer vision problems, raising expectations that they might be applied in other domains, such as medical image analysis. In this paper, we propose and evaluate a convolutional neural network (CNN), designed for the classification of ILD patterns.


 


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  • Model: PROJ7141
  • 999 Units in Stock
  • Manufactured by: ClickMyProjects

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This product was added to our catalog on Friday 09 June, 2017.

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