Convolutional Neural Networks for Efficient Localization of Interstitial Lung Disease Patterns in HRCT Images

Lung Disease ◽

2019 International Conference on Computational Science and Computational Intelligence (CSCI) ◽

Comparison of Pre-Trained vs Domain-Specific Convolutional Neural Networks for Classification of Interstitial Lung Disease

10.1109/csci49370.2019.00188 ◽

2019 ◽

Author(s):

Jorge Bautista Martinez ◽

Gurman Gill

Keyword(s):

Neural Networks ◽

Lung Disease ◽

Domain Specific

Deep Convolutional Neural Networks for Classification of Interstitial Lung Disease

SSRN Electronic Journal ◽

10.2139/ssrn.3568854 ◽

2020 ◽

Author(s):

Harsha Satya Vardhan ◽

Jatindra Kumar Dash ◽

Sachinandan Mohanty

Keyword(s):

Neural Networks ◽

Lung Disease ◽

Deep Convolutional Neural Networks

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

Journal of Digital Imaging ◽

10.1007/s10278-019-00254-8 ◽

2019 ◽

Vol 32 (6) ◽

pp. 1019-1026 ◽

Cited By ~ 12

Author(s):

Beomhee Park ◽

Heejun Park ◽

Sang Min Lee ◽

Joon Beom Seo ◽

Namkug Kim

Keyword(s):

Neural Networks ◽

Lung Disease ◽

Deep Convolutional Neural Networks ◽

Lung Segmentation ◽

Volumetric Ct

Application of artificial neural networks for quantitative analysis of image data in chest radiographs for detection of interstitial lung disease

Journal of Digital Imaging ◽

10.1007/bf03178081 ◽

1998 ◽

Vol 11 (4) ◽

pp. 182-192 ◽

Cited By ~ 22

Author(s):

Takayuki Ishida ◽

Shigehiko Katsuragawa ◽

Kazuto Ashizawa ◽

Heber MacMahon ◽

Kunio Doi

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Quantitative Analysis ◽

Lung Disease ◽

Image Data ◽

Chest Radiographs ◽

Artificial Neural

Advances in Intelligent Systems and Computing - International Conference on Innovative Computing and Communications ◽

Local Texture Features for Content-Based Image Retrieval of Interstitial Lung Disease Patterns on HRCT Lung Images

10.1007/978-981-15-1286-5_68 ◽

2020 ◽

pp. 761-773

Author(s):

Jatindra Kumar Dash ◽

Manisha Patro ◽

Snehasish Majhi ◽

Gandham Girish ◽

P. Nancy Anurag

Keyword(s):

Image Retrieval ◽

Lung Disease ◽

Texture Features ◽

Content Based Image Retrieval ◽

Local Texture ◽

Proceedings of the 2nd International Symposium on Image Computing and Digital Medicine - ISICDM 2018 ◽

Classification of Lung Tissue with Cystic Fibrosis Lung Disease via Deep Convolutional Neural Networks

10.1145/3285996.3286020 ◽

2018 ◽

Author(s):

Xi Jiang ◽

Hualei Shen

Keyword(s):

Neural Networks ◽

Cystic Fibrosis ◽

Lung Disease ◽

Lung Tissue ◽

Cystic Fibrosis Lung ◽

Deep Convolutional Neural Networks ◽

Cystic Fibrosis Lung Disease

Disease patterns in connective tissue disease-associated interstitial lung disease: a population based study

10.1183/13993003.congress-2019.oa2146 ◽

2019 ◽

Author(s):

Charlotte Hyldgaard ◽

Elisabeth Bendstrup ◽

Alma Becic Pedersen ◽

Lars Pedersen ◽

Torkell Ellingsen

Keyword(s):

Connective Tissue ◽

Lung Disease ◽

Connective Tissue Disease ◽

Population Based ◽

Population Based Study ◽

Special Convolutional Neural Network for Identification and Positioning of Interstitial Lung Disease Patterns in Computed Tomography Images

Pattern Recognition and Image Analysis ◽

10.1134/s1054661821040027 ◽

2021 ◽

Vol 31 (4) ◽

pp. 730-738

Author(s):

Sunita Agarwala ◽

Abhishek Kumar ◽

Ashis Kumar Dhara ◽

Sumitra Basu Thakur ◽

Anup Sadhu ◽

...

Keyword(s):

Neural Network ◽

Computed Tomography ◽

Convolutional Neural Network ◽

Lung Disease ◽

Disease Patterns ◽

Computed Tomography Images

Deep learning for screening of interstitial lung disease patterns in high-resolution CT images

Clinical Radiology ◽

10.1016/j.crad.2020.01.010 ◽

2020 ◽

Vol 75 (6) ◽

pp. 481.e1-481.e8

Author(s):

S. Agarwala ◽

M. Kale ◽

D. Kumar ◽

R. Swaroop ◽

A. Kumar ◽

...

Keyword(s):

Deep Learning ◽

High Resolution ◽

Lung Disease ◽

Ct Images ◽

High Resolution Ct ◽

An Ensemble Method for Classifying Regional Disease Patterns of Diffuse Interstitial Lung Disease Using HRCT Images from Different Vendors

Journal of Digital Imaging ◽

10.1007/s10278-017-9957-6 ◽

2017 ◽

Vol 30 (6) ◽

pp. 761-771

Author(s):

Sanghoon Jun ◽

Namkug Kim ◽

Joon Beom Seo ◽

Young Kyung Lee ◽

David A. Lynch

Keyword(s):

Lung Disease ◽

Ensemble Method ◽

Disease Patterns ◽

Regional Disease