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Machine learning and deep learning algorithms are commonly used in medical fields. These algorithms are commonly used for classifications and regressions problems in the maximum field of life. Medical imaging has been a fast-growing research topic in the previous couple of decades. This study contains the concept, techniques, tools and output of dissimilar research frameworks suggested in the concept of medical imaging. This study talks about the current research papers where machine learning and deep learning methods are utilized for medical imaging and announced in the time of 2020–2024.The output of the chosen research papers are gathered in the form of accuracy, F1 score, precision and recall.

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A Review on Machine Learning and Deep Learning Methodology for Medical Imaging Techniques

  • 章节

  • 发表日期：

    2025年

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  • C. Sebisha,
  • K. Meenakshi Sundaram,
  • M. Norah Jane,
  • T. Gowthami

摘要

Machine learning and deep learning algorithms are commonly used in medical fields. These algorithms are commonly used for classifications and regressions problems in the maximum field of life. Medical imaging has been a fast-growing research topic in the previous couple of decades. This study contains the concept, techniques, tools and output of dissimilar research frameworks suggested in the concept of medical imaging. This study talks about the current research papers where machine learning and deep learning methods are utilized for medical imaging and announced in the time of 2020–2024.The output of the chosen research papers are gathered in the form of accuracy, F1 score, precision and recall.