Computer-Aided Detection of Lung Nodules in Chest X-Rays using Deep Convolutional Neural Networks

Murat Uçar; Emine Uçar

doi:10.35377/saucis.02.01.538249

Computer-Aided Detection of Lung Nodules in Chest X-Rays using Deep Convolutional Neural Networks

Sakarya University Journal of Computer and Information Sciences ◽

10.35377/saucis.02.01.538249 ◽

2019 ◽

Vol 2 (1) ◽

pp. 41-52 ◽

Cited By ~ 2

Author(s):

Murat Uçar ◽

Emine Uçar

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Lung Nodules ◽

X Rays ◽

Computer Aided Detection ◽

Deep Convolutional Neural Networks ◽

Computer Aided

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COMPUTER-AIDED DETECTION AND IDENTIFICATION OF IMPLANTED CARDIAC DEVICES ON CHEST RADIOGRAPHY UTILIZING DEEP CONVOLUTIONAL NEURAL NETWORKS, A FORM OF MACHINE LEARNING

Journal of the American College of Cardiology ◽

10.1016/s0735-1097(19)30915-5 ◽

2019 ◽

Vol 73 (9) ◽

pp. 307

Author(s):

Michael Weinreich ◽

Brian Weinreich ◽

Jay J. Chudow ◽

Talia Krumerman ◽

Kusha Rahgozar ◽

...

Keyword(s):

Machine Learning ◽

Neural Networks ◽

Convolutional Neural Networks ◽

Chest Radiography ◽

Computer Aided Detection ◽

Deep Convolutional Neural Networks ◽

Cardiac Devices ◽

Detection And Identification ◽

Computer Aided

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

IEEE Transactions on Medical Imaging ◽

10.1109/tmi.2016.2528162 ◽

2016 ◽

Vol 35 (5) ◽

pp. 1285-1298 ◽

Cited By ~ 1703

Author(s):

Hoo-Chang Shin ◽

Holger R. Roth ◽

Mingchen Gao ◽

Le Lu ◽

Ziyue Xu ◽

...

Keyword(s):

Neural Networks ◽

Transfer Learning ◽

Convolutional Neural Networks ◽

Computer Aided Detection ◽

Deep Convolutional Neural Networks ◽

Computer Aided

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Deep Convolutional Neural Networks Approach for Classification of Lung Diseases using X-Rays: COVID-19, Pneumonia, and Tuberculosis

International Journal of Performability Engineering ◽

10.23940/ijpe.20.09.p2.13321340 ◽

2020 ◽

Vol 16 (9) ◽

pp. 1332

Author(s):

Patil Narayani ◽

Ingole Kalyani ◽

Mangala T. Rajani

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Lung Diseases ◽

X Rays ◽

Deep Convolutional Neural Networks

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Detection of novel coronavirus from chest X-rays using deep convolutional neural networks

Multimedia Tools and Applications ◽

10.1007/s11042-021-11257-5 ◽

2021 ◽

Author(s):

Shashwat Sanket ◽

M. Vergin Raja Sarobin ◽

L. Jani Anbarasi ◽

Jayraj Thakor ◽

Urmila Singh ◽

...

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

X Rays ◽

Deep Convolutional Neural Networks ◽

Novel Coronavirus

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Automatic Detection of Lung Nodules Using 3D Deep Convolutional Neural Networks

Journal of Shanghai Jiaotong University (Science) ◽

10.1007/s12204-019-2084-4 ◽

2019 ◽

Vol 24 (4) ◽

pp. 517-523

Author(s):

Ling Fu ◽

Jingchen Ma ◽

Yizhi Chen ◽

Rasmus Larsson ◽

Jun Zhao

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Automatic Detection ◽

Lung Nodules ◽

Deep Convolutional Neural Networks

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Detection and classification of lung nodules in chest X‐ray images using deep convolutional neural networks

Computational Intelligence ◽

10.1111/coin.12241 ◽

2020 ◽

Vol 36 (2) ◽

pp. 370-401 ◽

Cited By ~ 3

Author(s):

Julio Mendoza ◽

Helio Pedrini

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Lung Nodules ◽

Deep Convolutional Neural Networks ◽

X Ray ◽

Chest X Ray

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NROI based feature learning for automated tumor stage classification of pulmonary lung nodules using deep convolutional neural networks

Journal of King Saud University - Computer and Information Sciences ◽

10.1016/j.jksuci.2019.11.013 ◽

2019 ◽

Cited By ~ 2

Author(s):

Supriya Suresh ◽

Subaji Mohan

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Feature Learning ◽

Tumor Stage ◽

Lung Nodules ◽

Deep Convolutional Neural Networks ◽

Stage Classification

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COVID-19 detection from chest X-rays using transfer learning with deep convolutional neural networks

Data Science for COVID-19 ◽

10.1016/b978-0-12-824536-1.00031-9 ◽

2021 ◽

pp. 255-273

Author(s):

Prasitthichai Naronglerdrit ◽

Iosif Mporas ◽

Akbar Sheikh-Akbari

Keyword(s):

Neural Networks ◽

Transfer Learning ◽

Convolutional Neural Networks ◽

X Rays ◽

Deep Convolutional Neural Networks

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Classification of lung nodules in CT scans using three-dimensional deep convolutional neural networks with a checkpoint ensemble method

BMC Medical Imaging ◽

10.1186/s12880-018-0286-0 ◽

2018 ◽

Vol 18 (1) ◽

Cited By ~ 16

Author(s):

Hwejin Jung ◽

Bumsoo Kim ◽

Inyeop Lee ◽

Junhyun Lee ◽

Jaewoo Kang

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Three Dimensional ◽

Ensemble Method ◽

Ct Scans ◽

Lung Nodules ◽

Deep Convolutional Neural Networks

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Three Aspects on Using Convolutional Neural Networks for Computer-Aided Detection in Medical Imaging

Deep Learning and Convolutional Neural Networks for Medical Image Computing - Advances in Computer Vision and Pattern Recognition ◽

10.1007/978-3-319-42999-1_8 ◽

2017 ◽

pp. 113-136 ◽

Cited By ~ 5

Author(s):

Hoo-Chang Shin ◽

Holger R. Roth ◽

Mingchen Gao ◽

Le Lu ◽

Ziyue Xu ◽

...

Keyword(s):

Neural Networks ◽

Medical Imaging ◽

Convolutional Neural Networks ◽

Computer Aided Detection ◽

Computer Aided

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