Machine Learning and Medical Imaging
Learn how to apply machine learning methods to medical imaging
Guorong Wu (Edited by), Dinggang Shen (Edited by), Mert Sabuncu (Edited by)
9780128040768
Hardback, published 11 August 2016
512 pages
23.5 x 19 x 3 cm, 1.71 kg
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 image]
Machine Learning and Medical Imaging
Learn how to apply machine learning methods to medical imaging
Guorong Wu (Edited by), Dinggang Shen (Edited by), Mert Sabuncu (Edited by)
9780128040768
Hardback, published 11 August 2016
512 pages
23.5 x 19 x 3 cm, 1.71 kg
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 image]
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