Journal of Information Technology & Software Engineering
Open Access

Department of Information Technology, School of Computing Science, Kaziranga University, Jorhat, Assam, India

Publications

• Research   
  Detecting Brain Tumour in Early Stage Using Deep Learning
  Author(s): Probuddha Konwar*, Julius Bhadra, Manash Jyoti Dutta and Jintu Dowari
  
  In brain tumors treatment planning and quantitative evaluation, determining the tumors extent is a major challenge. Noninvasive Magnetic Resonance Imaging (MRI) has developed as a front-line diagnostic technique for brain malignancies without the use of ionizing radiation. Segmenting the extent of a brain tumor manually from 3D MRI volumes is a time-consuming process that relies greatly on operator competence. For correct tumors extent evaluation, a reliable fully automated brain tumors segmentation approach is required in this scenario. We present a completely automated brain tumors segmentation method based on U-Net deep convolutional networks in this paper. The Multimodal Brain Tumor Image Segmentation (BRATS 2015) datasets were utilized to test our approach, which included 220 high-grade brain tumors... View More»
  DOI: 10.35248/2329-9096-22.12.297

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