Machine Learning and Medical Imaging PDF
By:Guorong Wu,Dinggang Shen,Mert Sabuncu
Published on 2016-08-11 by Academic Press
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. Demonstrates the application of cutting-edge machine learning techniques to medical imaging problems Covers an array of medical imaging applications including computer assisted diagnosis, image guided radiation therapy, landmark detection, imaging genomics, and brain connectomics Features self-contained chapters with a thorough literature review Assesses the development of future machine learning techniques and the further application of existing techniques
This Book was ranked at 2 by Google Books for keyword medical imaging computer science.
Book ID of Machine Learning and Medical Imaging's Books is HcW3CgAAQBAJ, Book which was written byGuorong Wu,Dinggang Shen,Mert Sabuncuhave ETAG "daMESOR1otI"
Book which was published by Academic Press since 2016-08-11 have ISBNs, ISBN 13 Code is 9780128041147 and ISBN 10 Code is 0128041145
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Book which have "512 Pages" is Printed at BOOK under CategoryTechnology and Engineering
Book was written in en
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