Non-Invasive Technique-Based Novel Corona(COVID-19) Virus Detection Using CNN

N. R. Raajan1, V. S. Ramya Lakshmi2, Natarajan Prabaharan2
1Present Address: School of EEE, SASTRA Deemed University, Thanjavur, Tamil nadu India.
2School of EEE, SASTRA Deemed University, Thanjavur, Tamil nadu, India

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Tài liệu tham khảo

Journal GH (2020) Interpretation of the diagnosis and treatment plan of Corona virus disease 2019 (tentative sixth edition)

Sardar R, Satish D, Birla S, Gupta D (2020) Comparative analyses of SAR-CoV2 genomes from different geographical locations and other coronavirus family genomes reveals unique features potentially consequential to host-virus interaction and pathogenesis. bioRxiv

Paraskevis D, Kostaki EG, Magiorkinis G, Panayiotakopoulos G, Sourvinos G, Tsiodras S (2020) Full-genome evolutionary analysis of the novel corona virus (2019-nCoV) rejects the hypothesis of emergence as a result of a recent recombination event. Infection Genetics Evol 79:104212

Journal GH (2020) Diagnosis and treatment plan of corona virus disease 2019 (tentative sixth edition) pp 1–5

Lu H, Stratton CW, Tang YW (2020) Outbreak of pneumonia of unknown etiology in Wuhan, China: the mystery and the miracle. J Med Virol 92(4):401–402

Cui C, Fan S, Lei H, Qu X, Zheng D (2019) Deep learning-based research on the influence of training data size for breast cancer pathology detection. J Eng 2019(23):8729–8732

Gerard SE, Patton TJ, Christensen GE, Bayouth JE, Reinhardt JM (2019) FissureNet: a deep learning approach for pulmonary fissure detection in CT images. IEEE Trans Med Imaging 38(1):156–166

Jiang Z, Chen Y, Zhang Y, Ge Y, Yin FF, Ren L (2019) Augmentation of CBCT reconstructed from under-sampled projections using deep learning. IEEE Trans Med Imaging 38(11):2705–2715

Qi Q et al (2019) Label-efficient breast cancer histopathological image classification. IEEE J Biomed Heal Inform 23(5):2108–2116

Feng Y et al (2019) A deep learning approach for targeted contrast-enhanced ultrasound based prostate cancer detection. IEEE/ACM Trans Comput Biol Bioinform 16(6):1794–1801

Liao F, Liang M, Li Z, Hu X, Song S (2019) Evaluate the malignancy of pulmonary nodules using the 3-D deep leaky noisy-OR network. IEEE Trans Neural Netw Learn Syst 30(11):3484–3495

Wang Y et al (2020) Breast cancer image classification via multi-network features and dual-network orthogonal low-rank Learning. IEEE Access 8:27779–27792

Masood A et al (2020) Cloud-based automated clinical decision support system for detection and diagnosis of lung cancer in chest CT. IEEE J Transl Eng Heal Med 8:1

Jiang J et al (2020) Multiple resolution residually connected feature streams for automatic lung tumor segmentation from CT images. IEEE Trans Med Imaging 38(1):134–144

Zhao J, Zhang, Y, He X, Xie P (2020) COVID-CT-Dataset: a CT scan dataset about COVID-19, arXiv Prepr. arXiv:2003.13865

Wang X, Hu Z (2017) Grid-based pavement crack analysis using deep learning. In: 2017 4th Int. conf. transp. inf. safety, ICTIS 2017-Proc., pp 917–924

Lu Q, Liu C, Jiang Z, Men A, Yang B (2017) G-CNN: object detection via grid convolutional neural network. IEEE Access 5:24023–24031

Ai T et al (2020) Correlation of chest CT and RT-PCR testing in coronavirus disease 2019 (COVID-19) in China: a report of 1014 cases. Radiology 2019:200642