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By Hsinchun Chen, Sherrilynne S. Fuller, Carol Friedman, William Hersh
Comprehensively offers the principles and major program examine in scientific informatics/biomedicine. The techniques and methods are illustrated with distinct case experiences. Authors are widely known professors and researchers in colleges of drugs and knowledge structures from the college of Arizona, college of Washington, Columbia college, and Oregon future health & technological know-how collage. comparable Springer identify, Shortliffe: scientific Informatics, has bought over 8000 copies The identify can be situated on the higher department and graduate point clinical Informatics path and a reference paintings for practitioners within the box.
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His research interests include data visualization and and language processing. edu; URL: http://ai. htm) W. John Wilbur, MD, PhD, is a Senior Scientist in the Computational Biology Branch of the National Center for Biotechnology Information. He is a principal investigator leading a research group in the study and development of statistical text processing algorithms. He obtained a PhD in pure mathematics from the University of California at Davis and an MD from Loma Linda University. While at NCBI he has developed the algorithm that produces PubMed related documents and the algorithm that in PubMed allows fuzzy phrase matching.
The methods being pursued emphasize the interaction of domain knowledge (such as the Unified Medical Language System) and English syntactic structure. The goal of this research is to use semantic interpretation as the basis for building innovative biomedical information management applications. gov) Larry Smith, PhD, worked as systems analystldeveloper in the pharmaceutical and agrichemicals sector for 10 years before earning a PhD in mathematics from Indiana University. In 1998 he joined a research group headed by Dr.
Casebased reasoning also has been proposed to allow physicians to access both operative knowledge and medical literature based on their medical information needs (Montani and Bellazzi, 2002). Janetzki et al. (2004) use a natural language processing approach to link electronic health records to online information resources. Other advanced text mining techniques also have been applied to knowledge management in health care and will be discussed in more detail later in the chapter. 2 Knowledge Management for Biomedical Literature Besides clinical information, knowledge management has been applied to research articles and reports, mostly via selected information retrieval and digital library techniques.