Speech Technology and Text Mining in Medicine and Health Care
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
Speech Technology and Text Mining in Medicine and Health Care
Series Editor
Amy Neustein
Additional Titles in the Series
Neustein (Ed.), Speech and Automata in Health Care
(forthcoming, November 2014), ISBN: 978-1-61451-709-2
Patil and Kulshreshtha (Eds.), Signal and Acoustic Modeling for Speech and Communication Disorders (forthcoming, May 2015), ISBN: 978-1-61451-759-7
Ganchev, Computational Bioacoustics
(forthcoming, May 2015), ISBN: 978-1-61451-729-0
Beals, Dahl, and Linebarger, Speech and Language Technology
for Language Disorders (forthcoming, August 2015), ISBN: 978-1-61451-758-0
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