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ISSN 2063-5346
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CONTENT-BASED TUMOR IMAGE RETRIEVAL SYSTEM FOR MRI BRAIN TUMOR IMAGES USING CONVOLUTIONAL NEURAL NETWORK

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Anitha Thiyagarajan1 , Kalaiselvi Thiruvenkadam2*
» doi: 10.48047/ecb/2023.12.si5a.0157

Abstract

The MRI has established excellent proficiency in detecting tumors, with vast numbers of MRI tumor images formed each day globally. The content-based tumor image retrieval (CBTIR) system has shown significant potential in medical image analysis This paper proposes a CBTIR method using ResNet50 for a hasty and precise image retrieval process. We tried several popular ResNet models, which were resolute as the optimal option. The CE-MRI data set is used for the assessment of the proposed work and results in retrieval precision values of 98.33% with Euclidean distance metrics compare to other state-of-art conventional methods.

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