Lung Segmentation on HRCT and Volumetric CT for Diffuse Interstitial Lung Disease Using Deep Convolutional Neural Networks

Antzeko izenburuak

• Content-Based Image Retrieval of Chest CT with Convolutional Neural Network for Diffuse Interstitial Lung Disease: Performance Assessment in Three Major Idiopathic Interstitial Pneumonias
  nork: Hwang, Hye Jeon, et al.
  Argitaratua: (2021)
• Fully Automated Lung Lobe Segmentation in Volumetric Chest CT with 3D U-Net: Validation with Intra- and Extra-Datasets
  nork: Park, Jongha, et al.
  Argitaratua: (2019)
• An Ensemble Method for Classifying Regional Disease Patterns of Diffuse Interstitial Lung Disease Using HRCT Images from Different Vendors
  nork: Jun, Sanghoon, et al.
  Argitaratua: (2017)
• 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
  nork: Jun, SangHoon, et al.
  Argitaratua: (2017)
• A Perlin Noise-Based Augmentation Strategy for Deep Learning with Small Data Samples of HRCT Images
  nork: Bae, Hyun-Jin, et al.
  Argitaratua: (2018)