Development of a Computer-Aided Differential Diagnosis System to Distinguish Between Usual Interstitial Pneumonia and Non-specific Interstitial Pneumonia Using Texture- and Shape-Based Hierarchical Classifiers on HRCT Images

Lignende værker

• Comparison of Usual Interstitial Pneumonia and Nonspecific Interstitial Pneumonia: Quantification of Disease Severity and Discrimination between Two Diseases on HRCT Using a Texture-Based Automated System
  af: Park, Sang Ok, et al.
  Udgivet: (2011)
• An Ensemble Method for Classifying Regional Disease Patterns of Diffuse Interstitial Lung Disease Using HRCT Images from Different Vendors
  af: Jun, Sanghoon, et al.
  Udgivet: (2017)
• Lung Segmentation on HRCT and Volumetric CT for Diffuse Interstitial Lung Disease Using Deep Convolutional Neural Networks
  af: Park, Beomhee, et al.
  Udgivet: (2019)
• Content-Based Image Retrieval of Chest CT with Convolutional Neural Network for Diffuse Interstitial Lung Disease: Performance Assessment in Three Major Idiopathic Interstitial Pneumonias
  af: Hwang, Hye Jeon, et al.
  Udgivet: (2021)
• A Perlin Noise-Based Augmentation Strategy for Deep Learning with Small Data Samples of HRCT Images
  af: Bae, Hyun-Jin, et al.
  Udgivet: (2018)