Brain Tumor MRI Image Segmentation Using Deep Learning Techniques
Brain Tumor MRI Image Segmentation Using Deep Learning Techniques offers a description of deep learning approaches used for the segmentation of brain tumors. The book demonstrates core concepts of deep learning algorithms by using diagrams, data tables and examples to illustrate brain tumor segmentation. After introducing basic concepts of deep learning-based brain tumor segmentation, sections cover techniques for modeling, segmentation and properties. A focus is placed on the application of different types of convolutional neural networks, like single path, multi path, fully convolutional network, cascade convolutional neural networks, Long…
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Produktdetails
- ISBN: 978-0-323-91171-9
- EAN: 9780323911719
- Produktnummer: 37494699
- Verlag: Elsevier Science & Technology
- Sprache: Englisch
- Erscheinungsjahr: 2021
- Seitenangabe: 258 S.
- Masse: H23.4 cm x B19.1 cm x D2.0 cm 542 g
- Gewicht: 542
- Sonstiges: Professional & Vocational
1 weiteres Werk von Chaki, Jyotismita (Assistant Professor, School of Computer Science and Engineering, Vellore Institute of Technology, Vellore, India) (Hrsg.):
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