Machine Learning and Medical Imaging (MICCAI Society book Series The) [Hardback]

Description: Machine Learning and Medical Imaging presents state-of- the-art machine learning methods in medical image analysis. It first summarizes cutting-edge machine learning algorithms in medical imaging, including not only classical probabilistic modeling and learning methods, but also recent breakthroughs in deep learning, sparse representation/coding, and big data hashing. In the second part leading research groups around the world present a wide spectrum of machine learning methods with application to different medical imaging modalities, clinical domains, and organs. The biomedical imaging modalities include ultrasound, magnetic resonance imaging (MRI), computed tomography (CT), histology, and microscopy images. The targeted organs span the lung, liver, brain, and prostate, while there is also a treatment of examining genetic associations. Machine Learning and Medical Imaging is an ideal reference for medical imaging researchers, industry scientists and engineers, advanced undergraduate and graduate students, and clinicians.

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EAN: 9780128040768

UPC: 9780128040768

ISBN: 9780128040768

MPN: N/A

Book Title: Machine Learning and Medical Imaging (MICCAI Socie

Item Length: 23.9 cm

Number of Pages: 512 Pages

Language: English

Publication Name: Machine Learning and Medical Imaging

Publisher: Elsevier Science Publishing Co INC International Concepts

Publication Year: 2016

Subject: Computer Science, Biology

Item Height: 235 mm

Item Weight: 1220 g

Type: Textbook

Author: Mert Sabuncu, Guorong Wu, Dinggang Shen

Series: The Miccai Society Book Series

Item Width: 191 mm

Format: Hardcover