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Artificial Intelligence and Machine Learning in 2D/3D Medical Image Processing by Rohit Raja

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9780367374358
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Description

The digital medical images play a vital role in a human life. Medical imaging is the process of producing visible images of inner structures of the body for scientific and medicinal study and treatment as well as a visible view of the function of interior tissues. This process pursues the disorder identification and management. The medical imaging in 2D & 3D includes many types of techniques and operations such as image gaining, storage, presentation, and communication. The 2D and 3D images can be processed in multiple dimensions. Depending on the requirement for solving a specific problem, one has to identify various features of two dimensional or three-dimensional images while applying suitable algorithms. The image processing techniques were founded in the 1960s. Those techniques were used for different fields such as Space, clinical purposes, arts, and TV image improvement. In the 1970s with the development of computer system, the cost of image processing became less and faster. In the 2000s, the image processing became quicker, inexpensive, and simpler. In the 2020s, the image processing became more accurate, more efficient and self learning technology. This book highlights the framework of robust and novel methods for medical image processing techniques in 2D & 3D. The book explores existing and emerging image challenges and opportunities in the current medical field using various medical imaging processing techniques. The book discusses real time applications for artificial intelligence and machine learning in medical image processing. The authors also discuss implementation strategies and future research directions for the design and application requirements of such systems. The book will be of benefit researchers in the medical image processing field as well as those looking to promote mutual understanding of researchers within different disciplines incorporating AI and machine learning. The digital images have several benefits such as faster and cheap processing cost, easy storing and communication, immediate quality assessment, multiple copying with reserving the quality, fast and cheap reproduction, and adaptable manipulation.

Book Information
ISBN 9780367374358
Author Rohit Raja
Format Hardback
Page Count 224
Imprint CRC Press
Publisher Taylor & Francis Ltd
Weight(grams) 156g

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