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Novel Coronavirus disease (COVID-19) has abruptly and undoubtedly changed the world as we know it at the end of the 2nd decade of the 21st century.
“ImageNet Classification with Deep Convolutional Neural Networks,”
A. Krizhevsky, I. Sutskever, G. E. Hinton, · 2012
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“ChestX-ray8: Hospital-scale Chest X-ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases,”
X. Wang, Y. Peng, et al · 2017
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“Convolutional Neural Networks: An Overview and Application in Radiology,”
R. Yamashita, M. Nishio, et al · 2018
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“ Matrix Capsules With EM Routing,”
G. Hinton, S. Sabour, N. Frosst, · 2018
Earlier work this paper cites.
“Brain Tumor Type Classification via Capsule Networks,”
P. Afshar, A. Mohammadi, K. N. Plataniotis, · 2018
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“From Handcrafted to Deep-Learning-Based Cancer Radiomics: Challenges and Opportunities,"
P. Afshar, A. Mohammadi, K. N. Plataniotis, A. Oikonomou and H. Benali, · 2019
Earlier work this paper cites.
“Capsule Networks for Brain Tumor Classification Based on Mri Images and Coarse Tumor Boundaries,”
P. Afshar, K. N Plataniotis, A. Mohammadi, · 2019
Earlier work this paper cites.
“Capsule Networks’ Interpretability for Brain Tumor Classification Via Radiomics Analyses,”
P. Afshar, K. N Plataniotis, A. Mohammadi, · 2019
Cited alongside, same era.
“Deep Learning System to Screen Coronavirus Disease 2019 Pneumonia,”
X. Xu, X. Jiang, et al · 2020
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“A Deep Learning Algorithm using CT Images to Screen for Corona Virus Disease (COVID-19),”
Sh. Wang, B. Kang, et al · 2020
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O. Gozes, M. Frid-Adar, et al · 2020
Cited alongside, same era.
L. Wang, A. Wong, · 2020
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“Detection of Coronavirus Disease (COVID-19) Based on Deep Features,”
P. K. Sethy, S. K. Behera, · 2020
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“BoostCaps: A Boosted Capsule Network for Brain Tumor Classification,”
P. Afshar, K. N Plataniotis, A. Mohammadi · 2020
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“A Bayesian Approach to Brain Tumor Classification Using Capsule Networks,”
P. Afshar, K. N Plataniotis, A. Mohammadi · 2020
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“Covid Chest x-ray Dataset,”
J. P. Cohen, · 2020
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“Kaggle Chest x-ray Images (Pneumonia) Dataset,”
P. Mooney, · 2020
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A. Narin, C. Kaya, Z. Pamuk , · 2020
Cited alongside, same era.
“COVID-ResNet: A Deep Learning Framework for Screening of COVID19 from Radiograph,”
M. Farooq, A. Hafeez, · 2020
Cited alongside, same era.
“Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT,”
L. Li, L. Qin, et al · 2020
Cited alongside, same era.
“3D-MCN: A 3D Multi-Scale Capsule Network for Lung Nodule Malignancy Classification,”
P. Afshar, A. Oikonomou, P.N. Tyrrell, K. Farahani, K. N Plataniotis, A. Mohammadi,
Cited in the paper.