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    ARTICLE

    Brain Tumor Identification Using Data Augmentation and Transfer Learning Approach

    K. Kavin Kumar1, P. M. Dinesh2, P. Rayavel3, L. Vijayaraja4, R. Dhanasekar4, Rupa Kesavan5, Kannadasan Raju6, Arfat Ahmad Khan7, Chitapong Wechtaisong8,*, Mohd Anul Haq9, Zamil S. Alzamil9, Ahmed Alhussen10

    Computer Systems Science and Engineering, Vol.46, No.2, pp. 1845-1861, 2023, DOI:10.32604/csse.2023.033927

    Abstract A brain tumor is a lethal neurological disease that affects the average performance of the brain and can be fatal. In India, around 15 million cases are diagnosed yearly. To mitigate the seriousness of the tumor it is essential to diagnose at the beginning. Notwithstanding, the manual evaluation process utilizing Magnetic Resonance Imaging (MRI) causes a few worries, remarkably inefficient and inaccurate brain tumor diagnoses. Similarly, the examination process of brain tumors is intricate as they display high unbalance in nature like shape, size, appearance, and location. Therefore, a precise and expeditious prognosis of brain tumors is essential for implementing… More >

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