Health Monitoring and Personalized Feedback using Multimedia Data
Editors: Briassouli, Alexia, Benois-Pineau, Jenny, Hauptmann, Alexander (Eds.)
Free Preview- Examines the joint use of multimedia analysis and ambient assisted living, as sophisticated methods in these fields are being developed in parallel
- Presents advances in sensing modalities occurring at very rapid rates, creating new possibilities for monitoring and analysis
- Contributions from a wide variety of scientific fields combine to provide a comprehensive overview
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- About this book
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This book presents how multimedia data analysis, information retrieval and indexing are central for comprehensive, personalized, adaptive quality care and the prolongation of independent living at home. With sophisticated technologies in monitoring, diagnosis, and treatment, multimodal data plays an increasingly central role in healthcare. Experts in computer vision, image processing, medical imaging, biomedical engineering, medical informatics, physical education and motor control, visual learning, nursing and human sciences, information retrieval, content based image retrieval, eHealth, information fusion, multimedia communications and human computer interaction come together to provide a thorough overview of multimedia analysis in medicine and daily life.
- Table of contents (14 chapters)
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Overview of Multimedia in Healthcare
Pages 1-6
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Craniofacial Image Analysis
Pages 9-29
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Mammographic Mass Description for Breast Cancer Recognition
Pages 31-46
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Development, Debugging, and Assessment of P
Pages 47-71
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Meaningful Bags of Words for Medical Image Classification and Retrieval
Pages 73-93
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Table of contents (14 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Health Monitoring and Personalized Feedback using Multimedia Data
- Editors
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- Alexia Briassouli
- Jenny Benois-Pineau
- Alexander Hauptmann
- Copyright
- 2015
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing Switzerland
- eBook ISBN
- 978-3-319-17963-6
- DOI
- 10.1007/978-3-319-17963-6
- Hardcover ISBN
- 978-3-319-17962-9
- Softcover ISBN
- 978-3-319-35783-6
- Edition Number
- 1
- Number of Pages
- VIII, 283
- Number of Illustrations
- 24 b/w illustrations, 81 illustrations in colour
- Topics
