Part I Methods and techniques for mining biomedical literature and electronic health records
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
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