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Brain Tumor Segmentation Using Convolutional Neural Networks in MRI Images.

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第一作者： M Mohammed,Thaha

第一单位： Department of Computer Science and Engineering, J.N.N Institute of Engineering, Chennai, India.

作者： M Mohammed,Thaha ^[1] ; K Pradeep Mohan,Kumar ^[2] ; B S,Murugan ^[3] ; S,Dhanasekeran ^[4] ; P,Vijayakarthick ^[5] ; A Senthil,Selvi ^[6]

作者单位： Department of Computer Science and Engineering, J.N.N Institute of Engineering, Chennai, India. ^[1] Department of Computer Science and Engineering, SRM Institute of Science and Technology, Chennai, Tamil Nadu, India. ^[2] Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education, Srivilliputhur, India. b.s.murugan@klu.ac.in. ^[3] Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education, Srivilliputhur, India. ^[4] Department of ISE, Sir M. Visvesvaraya Institute of Technology, Bengaluru, India. ^[5] Department of CSE, SRM Institute of Science and Technology, Ramapuram, Chennai, Tamil Nadu, India. ^[6]

关键词 BAT algorithm Brain tumor Early detection Hybrid CNN Pre-processing Segmentation Standardizing intensity scales

医学主题词算法(Algorithms);脑肿瘤(Brain Neoplasms);人类(Humans);图像处理, 计算机辅助(Image Processing, Computer-Assisted);磁共振成像(Magnetic Resonance Imaging);敏感性与特异性(Sensitivity and Specificity)

DOI 10.1007/s10916-019-1416-0

PMID 31342192

发布时间 2020-02-25

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