Medical Informatics
Knowledge Management and Data Mining in Biomedicine
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10 Result(s)
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Carol Friedman
Health Informatics
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Chapter
Medical Text Processing: Past Achievements, Future Directions
Natural language plays a central role in medicine. It is by far the most convenient means for health care personnel to convey medical information, particularly in terms of the amount of time required, the ease...
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Book
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Chapter
Semantic Text Parsing for Patient Records
Accessibility to a comprehensive variety of different types of structured patient data is critical to improvement in the health care process, yet most patient information is in the form of narrative text. Sema...
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Chapter
Knowledge Management, Data Mining, and Text Mining in Medical Informatics
In this chapter we provide a broad overview of selected knowledge management, data mining, and text mining techniques and their use in various emerging biomedical applications. It aims to set the context for s...
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Chapter
Natural Language and Text Processing in Biomedicine
After reading this chapter, you should know the answers to these questions:
Why is natural language processing (NLP) important?
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Chapter and Conference Paper
Discovering Novel Adverse Drug Events Using Natural Language Processing and Mining of the Electronic Health Record
This talk presents an overview of our research in use of medical knowledge, natural language processing, the electronic health record, and statistical methods to automatically discover novel adverse drug event...
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Article
Open AccessMonitoring prescribing patterns using regression and electronic health records
It is beneficial for health care institutions to monitor physician prescribing patterns to ensure that high-quality and cost-effective care is being provided to patients. However, detecting treatment patterns ...
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Article
Open AccessA two-site survey of medical center personnel’s willingness to share clinical data for research: implications for reproducible health NLP research
A shareable repository of clinical notes is critical for advancing natural language processing (NLP) research, and therefore a goal of many NLP researchers is to create a shareable repository of clinical notes...
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Chapter
Natural Language Processing for Health-Related Texts
Narrative text is an important component of communication in health care, including patient-specific information in health record reports and notes and general biomedical knowledge papers, textbooks and web re...
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Chapter
Overview of Linguistic Information
This chapter provides a brief overview of linguistic information, and its relevance to clinical text processing. The contents of this chapter will be familiar to the readers who had to identify the words that ...
