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NTIS 바로가기한국방사선학회 논문지 = Journal of the Korean Society of Radiology, v.15 no.4, 2021년, pp.547 - 554
김지율 (대우병원 영상의학과) , 예수영 (부산가톨릭대학교 방사선학과)
In order to quickly and accurately diagnose pneumonia on a chest X-ray image, different batch sizes of 4, 8, 16, and 32 were applied to the same Xception deep learning model, and modeling was performed 3 times, respectively. As a result of the performance evaluation of deep learning modeling, in the...
S. E. Park, "Coronavirus Infectious Disease-19 virus (SARS-CoV-2) characteristics, transmission and clinical picture", Pediatric Infection & Vaccine, pp. 27, 2019.
N. Petrosillo, G. Viceconte, O. Ergonul, G. Ippolito, E. Petersen, "COVID-19 SARS and MERS: are they closely related?", Clinical Microbiology and Infection, Vol. 26, No. 6, pp. 729-734, 2020. http://dx.doi.org/10.1016/j.cmi.2020.03.026
B. H. Kang, Y. K. Choi, C. Y. Jeon, "The Effects of Qingfei Paidu Decoction on Coronavirus Disease-19 : A Narrative Review", The Journal of Internal Korean Medicine, Vol. 41, No. 3, pp. 424-433, 2020.
M. G. Kim, J. H. Yun, Y. W. Cho, "Deep learning in medical imaging", Neurospine, Vol. 16, pp. 657-668, 2019.
J. H. Kim "Imaging informatics : a new horizon for radiology in the era of artificial intelligence, big data, and data science", Korean Journal of Radiology, Vol. 80, pp. 176-201, 2019. http://dx.doi.org/10.3348/jksr.2019.80.2.176
K. W. Y ang, J. S. Kang, H. N. Lee, "Digital Walkie-Talkie Identification scheme based on Convolutional Neural Network", The Journal of Korean Institute of Communications and Information Sciences, pp. 1210-1211, 2018.
S. M. Lee, "Short-term Power Consumption Forecasting Based on IoT Power Meter with LSTM and GRU Deep Learning", The Journal of The Institute of Internet, Broadcasting and Communication, Vol. 19, No. 3, pp. 79-85, 2019.
F. Chollet, "Xception: Deep learning with depthwise separable convolutions", Proceedings of the IEEE conference on computer vision and pattern recognition, pp. 1-8, 2017.
J. Almirall, I. Bolibar, J. Vidal, "Epidemiology of community-acquired pneumonia in adults : a population-based study", European respiratory journal, Vol. 15, No. 4, pp. 757-763, 2000.
https://keras.io/ko/
A. Krizhevsky, G. Hinton, I. Sutskever, "ImageNet classifi cation with deep convolutional neural networks," Advances in Neural Information Processing (NIPS), pp. 1-9, 2012.
H. S. Kim, "Classification and Combination of Fashion Items Using CNN-Based Deep Learning", Journal of Digital Contents Society, Vol. 22, No. 3, pp. 475-482, 2021.
S. J. Kim, J. C. Yu, "COVID-19 Chest X-ray reading Technique based on Deep Learning", Korean society of computer and information, Vol. 29, No. 3, pp. 31-32, 2021.
https://hwiyong.tistory.com/290
https://sotudy.tistory.com/14
I. Kandel, C. Mauro, "The effect of batch size on the generalizability of the convolutional neural networks on a histopathology dataset", ICT express, Vol. 6, No. 4, pp. 312-315, 2020. http://dx.doi.org/10.1016/j.icte.2020.04.010
https://eda-ai-lab.tistory.com/13
K. D. Song, M. C. Kim, S. H. Do, "The Latest Trends in the Use of Deep Learning in Radiology Illustrated Through the Stages of Deep Learning Algorithm Development", Korean Journal of Radiology, Vol. 80, No. 2, pp. 202-212, 2019. http://dx.doi.org/10.3348/jksr.2019.80.2.202
J. Warrens, "Cohen's kappa can always be increased and decreased by combining categories", Statistical Methodology, Vol. 7, No. 6, pp. 673-677, 2010. http://dx.doi.org/10.1016/j.stamet.2010.05.003
P. Cedric, P. Matthew, E. Nicole, "acute respiratory syndrome-related coronavirus 2 : a narrative review", Annals of internal medicine, Vol. 172, No. 11, pp. 726-734, 2020.
G. D. Rubin, C. J. Ryerson, L. B. Haramati, "The role of chest imaging in patient management during the COVID-19 pandemic", Radiology, Vol. 158, pp. 106-118 2020.
H. S. Lee, M. S. Park, J. M. Kim, "Deep Learning in Medical Imaging", Korean society of imaging information in medicine, Vol. 20, No. 1, pp. 13-18, 2014.
R. Jain, M. Gupta, S. Taneja, "Deep learning based detection and analysis of COVID-19 on chest X-ray images", Applied Intelligence, Vol. 51, No. 3, pp. 1690-1700, 2021.
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