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Medical Imaging Importance in the Real World

Medical Imaging Importance in the Real World
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Author(s): Ramgopal Kashyap (Amity School of Engineering and Technology, Amity University, Raipur, India)
Copyright: 2020
Pages: 27
Source title: Challenges and Applications for Implementing Machine Learning in Computer Vision
Source Author(s)/Editor(s): Ramgopal Kashyap (Amity University, Raipur, India)and A.V. Senthil Kumar (Hindusthan College of Arts and Science, India)
DOI: 10.4018/978-1-7998-0182-5.ch006

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Abstract

In the medical image resolution, automatic segmentation is a challenging task, and it's still an unsolved problem for most medical applications due to the wide variety connected with image modalities, encoding parameters, and organic variability. In this chapter, a review and critique of medical image segmentation using clustering, compression, histogram, edge detection, parametric, variational model. and level set-based methods is presented. Modes of segmentation like manual, semi-automatic, interactive, and automatic are also discussed. To present current challenges, aim and motivation for doing fast, interactive and correct segmentation, the medical image modalities X-ray, CT, MRI, and PET are discussed in this chapter.

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