MH-COVIDNet: Diagnosis of COVID-19 using deep neural networks and meta-heuristic-based feature selection on X-ray images

Deep-gKnock: Nonlinear group-feature selection with deep neural networks

Neural Networks ◽

10.1016/j.neunet.2020.12.004 ◽

2021 ◽

Vol 135 ◽

pp. 139-147

Author(s):

Guangyu Zhu ◽

Tingting Zhao

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Deep Neural Networks

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CancelOut: A Layer for Feature Selection in Deep Neural Networks

Lecture Notes in Computer Science - Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning ◽

10.1007/978-3-030-30484-3_6 ◽

2019 ◽

pp. 72-83

Author(s):

Vadim Borisov ◽

Johannes Haug ◽

Gjergji Kasneci

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Deep Neural Networks

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Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks

npj Computational Materials ◽

10.1038/s41524-019-0196-x ◽

2019 ◽

Vol 5 (1) ◽

Cited By ~ 23

Author(s):

Felipe Oviedo ◽

Zekun Ren ◽

Shijing Sun ◽

Charles Settens ◽

Zhe Liu ◽

...

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Data Augmentation ◽

X Ray Diffraction ◽

X Ray ◽

Small X ◽

Using Data ◽

Interpretable Classification

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Automated detection of COVID-19 cases using deep neural networks with X-ray images

Computers in Biology and Medicine ◽

10.1016/j.compbiomed.2020.103792 ◽

2020 ◽

Vol 121 ◽

pp. 103792 ◽

Cited By ~ 162

Author(s):

Tulin Ozturk ◽

Muhammed Talo ◽

Eylul Azra Yildirim ◽

Ulas Baran Baloglu ◽

Ozal Yildirim ◽

...

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Automated Detection ◽

X Ray

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Why Are Generative Adversarial Networks Vital for Deep Neural Networks? A Case Study on COVID-19 Chest X-Ray Images

Studies in Big Data - Big Data Analytics and Artificial Intelligence Against COVID-19: Innovation Vision and Approach ◽

10.1007/978-3-030-55258-9_9 ◽

2020 ◽

pp. 147-162

Author(s):

M. Y. Shams ◽

O. M. Elzeki ◽

Mohamed Abd Elfattah ◽

T. Medhat ◽

Aboul Ella Hassanien

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Generative Adversarial Networks ◽

X Ray ◽

Adversarial Networks ◽

Chest X Ray

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Multimodal Deep Neural Networks Based Ensemble Learning for X-Ray Object Recognition

Computer Vision – ACCV 2018 Workshops - Lecture Notes in Computer Science ◽

10.1007/978-3-030-21074-8_41 ◽

2019 ◽

pp. 523-538

Author(s):

Quan Kong ◽

Naoto Akira ◽

Bin Tong ◽

Yuki Watanabe ◽

Daisuke Matsubara ◽

...

Keyword(s):

Neural Networks ◽

Object Recognition ◽

Ensemble Learning ◽

Deep Neural Networks ◽

X Ray

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Feature selection using Deep Neural Networks

2015 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2015.7280626 ◽

2015 ◽

Cited By ~ 4

Author(s):

Debaditya Roy ◽

K. Sri Rama Murty ◽

C. Krishna Mohan

Keyword(s):

Neural Networks ◽

Feature Selection ◽

Deep Neural Networks

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Accurate Diagnosis of COVID-19 Based on Deep Neural Networks and Chest X-Ray Images. (Dept.E (Electronics ))

Bulletin of the Faculty of Engineering. Mansoura University ◽

10.21608/bfemu.2020.104387 ◽

2020 ◽

Vol 45 (3) ◽

pp. 11-15

Author(s):

Hossam El-Din Moustafa ◽

Mervat El-Seddek

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Accurate Diagnosis ◽

X Ray ◽

Chest X Ray

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Spam detection on social networks using cost-sensitive feature selection and ensemble-based regularized deep neural networks

Neural Computing and Applications ◽

10.1007/s00521-019-04331-5 ◽

2019 ◽

Vol 32 (9) ◽

pp. 4239-4257 ◽

Cited By ~ 4

Author(s):

Aliaksandr Barushka ◽

Petr Hajek

Keyword(s):

Neural Networks ◽

Social Networks ◽

Feature Selection ◽

Deep Neural Networks ◽

Spam Detection

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An automatic method for lung segmentation and reconstruction in chest X-ray using deep neural networks

Computer Methods and Programs in Biomedicine ◽

10.1016/j.cmpb.2019.06.005 ◽

2019 ◽

Vol 177 ◽

pp. 285-296 ◽

Cited By ~ 25

Author(s):

Johnatan Carvalho Souza ◽

João Otávio Bandeira Diniz ◽

Jonnison Lima Ferreira ◽

Giovanni Lucca França da Silva ◽

Aristófanes Corrêa Silva ◽

...

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Automatic Method ◽

Lung Segmentation ◽

X Ray ◽

Chest X Ray

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