Full size book cover of Machine Learning and Deep Learning Techniques for Medical Image Recognition}

Machine Learning and Deep Learning Techniques for Medical Image Recognition

Ben Othman Soufiene, Chinmay Chakraborty

Machine Learning and Deep Learning Techniques for Medical Image Recognition comprehensively reviews deep learning-based algorithms in medical image analysis problems including medical image processing. It includes a detailed review of deep learning approaches for semantic object detection and segmentation in medical image computing and large-scale radiology database mining. A particular focus is placed on the application of convolutional neural networks with the theory and varied selection of techniques for semantic segmentation using deep learning principles in medical imaging supported by practical examples. This book is aimed at researchers and graduate students in computer engineering, artificial intelligence and machine learning, and biomedical imaging.

Publisher

CRC Press

Publication Date

12/1/2023

ISBN

9781032416168

Pages

270

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