Advancing COVID-19 differentiation with a robust preprocessing and integration of multi-institutional open-repository computer tomography datasets for deep learning analysis
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Eleftherios Trivizakis | Nikos Tsiknakis | Evangelia E. Vassalou | Georgios Z. Papadakis | Demetrios A. Spandidos | Dimosthenis Sarigiannis | Aristidis Tsatsakis | Nikolaos Papanikolaou | Apostolos H. Karantanas | Kostas Marias | A. Karantanas | D. Spandidos | A. Tsatsakis | D. Sarigiannis | K. Marias | G. Papadakis | N. Papanikolaou | Eleftherios Trivizakis | E. Vassalou | Nikos Tsiknakis
[1] Andrew Zisserman,et al. Very Deep Convolutional Networks for Large-Scale Image Recognition , 2014, ICLR.
[2] S. Lindstrom,et al. First Case of 2019 Novel Coronavirus in the United States , 2020, The New England journal of medicine.
[3] Antonio F. Hernández,et al. The under-reported role of toxic substance exposures in the COVID-19 pandemic , 2020, Food and Chemical Toxicology.
[4] Vijay Vasudevan,et al. Learning Transferable Architectures for Scalable Image Recognition , 2017, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.
[5] Ting Yu,et al. Epidemiological and clinical characteristics of 99 cases of 2019 novel coronavirus pneumonia in Wuhan, China: a descriptive study , 2020, The Lancet.
[6] Alistair A. Young,et al. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , 2017, MICCAI 2017.
[7] U. Rajendra Acharya,et al. Application of deep learning technique to manage COVID-19 in routine clinical practice using CT images: Results of 10 convolutional neural networks , 2020, Computers in Biology and Medicine.
[8] Richard C. Pais,et al. The Lung Image Database Consortium (LIDC) and Image Database Resource Initiative (IDRI): a completed reference database of lung nodules on CT scans. , 2011, Medical physics.
[9] K. Farsalinos,et al. Editorial: Nicotine and SARS-CoV-2: COVID-19 may be a disease of the nicotinic cholinergic system , 2020, Toxicology Reports.
[10] Yuedong Yang,et al. Deep Learning Enables Accurate Diagnosis of Novel Coronavirus (COVID-19) With CT Images , 2020, IEEE/ACM Transactions on Computational Biology and Bioinformatics.
[11] Jing Zhao,et al. Early Transmission Dynamics in Wuhan, China, of Novel Coronavirus–Infected Pneumonia , 2020, The New England journal of medicine.
[12] Yan Zhao,et al. Clinical Characteristics of 138 Hospitalized Patients With 2019 Novel Coronavirus-Infected Pneumonia in Wuhan, China. , 2020, JAMA.
[13] Kilian Q. Weinberger,et al. Densely Connected Convolutional Networks , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[14] Mona G. Flores,et al. Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets , 2020, Nature Communications.
[15] Antonio F. Hernández,et al. COVID-19, an opportunity to reevaluate the correlation between long-term effects of anthropogenic pollutants on viral epidemic/pandemic events and prevalence , 2020, Food and Chemical Toxicology.
[16] Thomas Brox,et al. U-Net: Convolutional Networks for Biomedical Image Segmentation , 2015, MICCAI.
[17] Yuan Gao,et al. Weakly Supervised Deep Learning for COVID-19 Infection Detection and Classification From CT Images , 2020, IEEE Access.
[18] Sergey Ioffe,et al. Rethinking the Inception Architecture for Computer Vision , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
[19] Lina Yao,et al. Residual Attention U-Net for Automated Multi-Class Segmentation of COVID-19 Chest CT Images , 2020, ArXiv.
[20] Wenyu Liu,et al. Deep Learning-based Detection for COVID-19 from Chest CT using Weak Label , 2020, medRxiv.
[21] Yicheng Fang,et al. Sensitivity of Chest CT for COVID-19: Comparison to RT-PCR , 2020, Radiology.
[22] Ioannis D. Apostolopoulos,et al. Covid-19: automatic detection from X-ray images utilizing transfer learning with convolutional neural networks , 2020, Physical and Engineering Sciences in Medicine.
[23] Pengtao Xie,et al. COVID-CT-Dataset: A CT Scan Dataset about COVID-19 , 2020, ArXiv.
[24] Yaozong Gao,et al. Lung Infection Quantification of COVID-19 in CT Images with Deep Learning , 2020, ArXiv.
[25] G. G. Onischenko,et al. A new threat from an old enemy: Re-emergence of coronavirus (Review) , 2020, International journal of molecular medicine.
[26] Y. Hu,et al. Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China , 2020, The Lancet.
[27] X. He,et al. Sample-Efficient Deep Learning for COVID-19 Diagnosis Based on CT Scans , 2020, medRxiv.
[28] Mark Sandler,et al. MobileNetV2: Inverted Residuals and Linear Bottlenecks , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.
[29] Z. Fayad,et al. CT Imaging Features of 2019 Novel Coronavirus (2019-nCoV) , 2020, Radiology.
[30] Hayit Greenspan,et al. Rapid AI Development Cycle for the Coronavirus (COVID-19) Pandemic: Initial Results for Automated Detection & Patient Monitoring using Deep Learning CT Image Analysis , 2020, ArXiv.
[31] Eleftherios Trivizakis,et al. Interpretable artificial intelligence framework for COVID-19 screening on chest X-rays , 2020, Experimental and therapeutic medicine.
[32] Plamen Angelov,et al. SARS-CoV-2 CT-scan dataset:A large dataset of real patients CT scans for SARS-CoV-2 identification , 2020 .
[33] Yan Bai,et al. A fully automatic deep learning system for COVID-19 diagnostic and prognostic analysis , 2020, European Respiratory Journal.
[34] K. Cao,et al. Using Artificial Intelligence to Detect COVID-19 and Community-acquired Pneumonia Based on Pulmonary CT: Evaluation of the Diagnostic Accuracy , 2020 .
[35] Kevin A. Schneider,et al. Automatic Detection of Coronavirus Disease (COVID-19) in X-ray and CT Images: A Machine Learning Based Approach , 2020, Biocybernetics and Biomedical Engineering.
[36] W. Liang,et al. Clinically Applicable AI System for Accurate Diagnosis, Quantitative Measurements, and Prognosis of COVID-19 Pneumonia Using Computed Tomography , 2020, Cell.
[37] Q. Tao,et al. Correlation of Chest CT and RT-PCR Testing in Coronavirus Disease 2019 (COVID-19) in China: A Report of 1014 Cases , 2020, Radiology.