Copyright Page
by Amy Neustein, Hua Xu, Keith M. Williams, António S. Teixeira, Hanna Suominen, Li
Text Mining of Web-Based Medical Content
- Speech Technology and Text Mining in Medicine and Health Care
- Title Page
- Copyright Page
- Preface
- Table of Contents
- List of authors
- Part I Methods and techniques for mining biomedical literature and electronic health records
- 1 Application of text mining to biomedical knowledge extraction: analyzing clinical narratives and medical literature
- 2 Unlocking information in electronic health records using natural language processing: a case study in medication information extraction
- 3 Online health information semantic search and exploration: reporting on two prototypes for performing information extraction on both a hospital intranet and the world wide web
- 3.1 Introduction
- 3.2 Background
- 3.3 Related work
- 3.4 A general architecture for health search: handling both private and public content
- 3.5 Two semantic search systems for health
- 3.6 Conclusion
- Acknowledgments
- References
- Part II Machine Learning Techniques for Mining Medical Search Queries and Health-Related Social Media Posts and Tweets
- 4 Predicting dengue incidence in Thailand from online search queries that include weather and climatic variables
- 5 A study of personal health information posted online: using machine learning to validate the importance of the terms detected by MedDRA and SNOMED in revealing health informationin social media
- 6 Twitter for health – building a social media search engine to better understand and curate laypersons’ personal experiences
- 6.1 Introduction
- 6.2 Background
- 6.3 Proposed solutions
- 6.4 Background
- 6.5 Some solutions
- 6.6 Tools for combining, comparing, and correlating tweets with other sources of health information
- 6.7 Discussion
- 6.8 Related solutions
- 6.9 Methods for information curation
- 6.10 Future work
- Acknowledgments
- References
- Part III Using speech and audio technologies for improving access to online content for the computer-illiterate and the visually impaired
- 7 An empirical study of user satisfaction with a health dialogue system designed for the Nigerian low-literate, computer-illiterate, and visually impaired
- 8 DVX – the descriptive video exchange project: using crowd-based audio clips to improve online video access for the blind and the visually impaired
- Part IV Visual data: new methods and approaches to mining radiographic image data and video metadata
- 9 Information extraction from medical images: evaluating a novel automatic image annotation system using semantic-based visual information retrieval
- 10 Helping patients in performing online video search: evaluating the importance of medical terminology extracted from MeSH and ICD-10 in health video title and description
- Editor’s biography
Editor
Amy Neustein
800 Palisade Avenue
Suite 1809
Fort Lee, NJ 07024
USA
[email protected]
ISBN 978-1-61451-541-8
e-ISBN (PDF) (PDF) 978-1-61451-390-2
e-ISBN (PDF) (epub) 978-1-61451-976-8
e-ISBN (EPUB) 9781614519768
Library of Congress Cataloging-in-Publication data
A CIP catalog record for this book has been applied for at the Library of Congress.
Bibliographic information published by the Deutsche Nationalbibliothek
The Deutsche Nationalbibliothek lists this publication in the Deutsche Nationalbibliografie; detailed bibliographic data are available on the Internet at http://dnb.dnb.de.
© 2014 Walter de Gruyter Inc., Boston/Berlin
Cover image: MEHAU KULYK/SCIENCE PHOTO LIBRARY / Agentur Focus
Epub-production: Jouve, www.jouve.com
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