Machine Learning and Medical Imaging
  • Release Date : 19 August 2016
  • Publisher : Academic Press
  • Genre : Uncategorized
  • Pages : 512 pages
  • ISBN 13 : 0128040769
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Download or read book entitled Machine Learning and Medical Imaging by author: Guorong Wu which was release on 19 August 2016 and published by Academic Press with total page 512 pages . This book available in PDF, EPUB and Kindle Format. "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 problemsCovers an array of medical imaging applications including computer assisted diagnosis, image guided radiation therapy, landmark detection, imaging genomics, and brain connectomicsFeatures self-contained chapters with a thorough literature reviewAssesses the development of future machine learning techniques and the further application of existing techniques

Medical Imaging

Medical Imaging

Author : K.C. Santosh,Sameer Antani,DS Guru,Nilanjan Dey
Publisher : CRC Press
Genre : Computers
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