4.6 Article

Comparison of Shallow and Deep Learning Methods on Classifying the Regional Pattern of Diffuse Lung Disease

Related references

Note: Only part of the references are listed.
Article Computer Science, Interdisciplinary Applications

Combining Generative and Discriminative Representation Learning for Lung CT Analysis With Convolutional Restricted Boltzmann Machines

Gijs van Tulder et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2016)

Article Computer Science, Interdisciplinary Applications

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

Marios Anthimopoulos et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2016)

Article Computer Science, Interdisciplinary Applications

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

Hoo-Chang Shin et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2016)

Article Computer Science, Artificial Intelligence

Multi-atlas segmentation with augmented features for cardiac MR images

Wenjia Bai et al.

MEDICAL IMAGE ANALYSIS (2015)

Article Computer Science, Interdisciplinary Applications

Performance testing of several classifiers for differentiating obstructive lung diseases based on texture analysis at high-resolution computerized tomography (HRCT)

Youngjoo Lee et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2009)

Article Engineering, Biomedical

Computerized detection of diffuse lung disease in MDCT: the usefulness of statistical texture features

Jiahui Wang et al.

PHYSICS IN MEDICINE AND BIOLOGY (2009)

Article Critical Care Medicine

Incidence and prevalence of idiopathic pulmonary fibrosis

Ganesh Raghu et al.

AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE (2006)

Article Radiology, Nuclear Medicine & Medical Imaging

Computer-aided classification of interstitial lung diseases via MDCT: 3D adaptive multiple feature method (3D AMFM)

Ye Xu et al.

ACADEMIC RADIOLOGY (2006)

Article Computer Science, Interdisciplinary Applications

MDCT-based 3-D texture classification of emphysema and early smoking related lung pathologies

Y Xu et al.

IEEE TRANSACTIONS ON MEDICAL IMAGING (2006)

Article Radiology, Nuclear Medicine & Medical Imaging

Obstructive lung diseases: Texture classification for differentiation at CT

F Chabat et al.

RADIOLOGY (2003)

Article Radiology, Nuclear Medicine & Medical Imaging

Utility of high-resolution CT for management of diffuse lung disease: Results of a survey of US pulmonary physicians

JC Scatarige et al.

ACADEMIC RADIOLOGY (2003)