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ISSN 1004-9037
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Edited by: Editorial Board of Journal of Data Acquisition and Processing
P.O. Box 2704, Beijing 100190, P.R. China
Sponsored by: Institute of Computing Technology, CAS & China Computer Federation
Undertaken by: Institute of Computing Technology, CAS
Published by: SCIENCE PRESS, BEIJING, CHINA
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      07 April 2023, Volume 38 Issue 2   
    Article

    AN ANALYSIS ON THE MEDICAL IMAGE PROCESSING USING DEEP LEARNING TECHNIQUES
    Prof Dr. M Sreedhar, Cherukumalli Gayathri, Mamidanna Varun Sivadhar, Mamidanna Manasa Chitrasena, David Victor
    Journal of Data Acquisition and Processing, 2023, 38 (2): 3658-3672 . 

    Abstract

    In recent years, machine learning algorithms' incredible success at image recognition tasks coincides with a significant rise in the use of electronic medical records and diagnostic imaging. Convolutional neural networks and clinical aspects of medical image analysis are the primary focus of this overview of machine learning algorithms. The fact as large hierarchical relationships inside the statistics may stay discovered algorithmically barring busy hand-crafting about features is a gain concerning computer study among the technology about clinical extensive data. Medical image classification, localization, detection, segmentation, then determination stability are among our key research areas and applications. In the end, we talk about research challenges, new trends, and possible future directions.

    Keyword

    Convolutional neural networks, Medical image analysis, Machine learning, Deep Learning.


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ISSN 1004-9037

         

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