Medical Imaging: Artificial Intelligence, Image Recognition, and Machine Learning Techniques

1st Edition

K.C. Santosh, Sameer Antani, DS Guru, Nilanjan Dey

CRC Press
August 9, 2019 Forthcoming
Reference - 304 Pages - 97 B/W Illustrations
ISBN 9780367139612 - CAT# K410147

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Summary

The book discusses varied topics pertaining to advanced or up-to-date techniques in medical imaging using artificial intelligence (AI), image recognition (IR) and machine learning (ML) algorithms/techniques. Further, coverage includes analysis of chest radiographs (chest x-rays) via stacked generalization models, TB type detection using slice separation approach, brain tumor image segmentation via deep learning, mammogram mass separation, epileptic seizures, breast ultrasound images, knee joint x-ray images, bone fracture detection and labeling, and diabetic retinopathy. It also reviews 3D imaging in biomedical applications and pathological medical imaging.

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