Concepedia

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

Guk Bae Kim, Kyu-Hwan Jung, Yeha Lee, Hyunjun Kim, Namkug Kim, Sanghoon Jun, Joon Beom Seo, David A. Lynch

Journal of Digital Imaging · 2017 · 120 citations · 29 references

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29

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton · Communications of the ACM · 2017 · 75.7K citations · Full text

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Going deeper with convolutions

Christian Szegedy, Wei Liu, Yangqing Jia et al. · 2015 · 46.8K citations

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

Hoo-Chang Shin, Holger R. Roth, Mingchen Gao et al. · IEEE Transactions on Medical Imaging · 2016 · 5.8K citations · Full text

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

Marios Anthimopoulos, Stergios Christodoulidis, Lukas Ebner et al. · IEEE Transactions on Medical Imaging · 2016 · 1.3K citations · Full text

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Incidence and Prevalence of Idiopathic Pulmonary Fibrosis

Ganesh Raghu, Derek Weycker, John Edelsberg et al. · American Journal of Respiratory and Critical Care Medicine · 2006 · 1.3K citations

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