... book DataMiningandMedicalKnowledge Management: CasesandApplications is a collec-
tion of case studies in which advanced DM and KM solutions are applied to concrete cases in biomedical ... notion of the book DataMiningandMedicalKnowledge Management: Casesand Applica-
tions” is knowledge. A number of denitions of this notion can be found in the literature:
• Knowledge is the ... Marie
Tomečková,AcademyofSciencesoftheCzechRepublic,Prague,CzechRepublic
Compilation of References 398
About the Contributors 426
Index 437
Data MiningandMedical
Knowledge Management:
Cases and Applications
Petr Berka
University of Economics, Prague, Czech Republic
Jan...
... audit, clinical research andmanagement scrutiny all de-
pend on data. This is the second stage in the process, the transformation of
clinical data into various forms of medical knowledge.
In the third ... this chapter: the
use of patient data to enhance medical knowledge. To understand the scope
of health informatics it is important that the concept of medicalknowledge be
given a broader definition ... used to aid the processes by which medical
knowledge progresses.
Creation of medicalknowledge 35
long time ago in terms of user interfaces and processing power and, indeed, in
terms of the number...
... the knowledge
management aspects describ ed.
In summary, our research approach follow these steps:
1. A literature survey about knowledgemanagement in general.
Keywords: knowledge management, knowledge ... acceptable by all interested parties.
3.1.6 Strategies in knowledge management
Before applying knowledgemanagement supporting practices, a knowledge management
strategy should be chosen. Hansen et al. ... oration requires constant communication and sharing of
knowledge. Thefore, the need for coordination and sharing knowledge arises.
4.2 Implementing knowledge management
The following section contain...
... respect to the advancement of medical knowledge
36 AIDS, Rhetoric, andMedical Knowledge
generates both precedence for its own epistemic claims and positions
itself in a knowledge frame: it claims ... detail.
20 AIDS, Rhetoric, andMedical Knowledge
the medical AIDS discourse do have real consequences for diagnosis,
prevention, counseling, and health policies.
Medical journal papers on AIDS ... transport-
ing knowledge across various contexts and disentangling it from local
practices. The sociology of knowledgeand science has shown the dou-
ble (local and textual) embeddedness of scientific knowledge...
... College of Medical Quality
Medical Quality
Management
Theory and Practice
Editor:
Prathibha Varkey, MD
American College of Medical Quality
Medical Quality
Management
Theory and Practice
Medical ... approaches
and methods, support systems, regulatory constructs, and common outcomes. Medical
Quality Management: Theory and Practice is a necessary guide for all executives andmedical
directors, ... medical informatics is a comprehensive resource on standards and
data, state and national information systems, data sets and coding systems, and case
studies. Research projects on health information...
... consistent quality.
Revenue and employee data of the company are shown in Figures 1 and 2.
Figure 1: Revenue Data of Ethnic Visions
Knowledge Management Tools and Techniques Manual
42
• Documents ... Knowledge Café (09).
Knowledge Management
Tools and Techniques
Manual
Asian Productivity Organization
Asian Productivity Organization
ISBN:92-833-7093-7800.8.2010
Knowledge Management Tools and ... KnowledgeManagement by Peter Ferdinand Drucker, David
Garvin, Dorothy Leonard, Susan Straus, and John Seely Brown
9. Knowledge Management: Concepts and Best Practices by Kai Mertins, Peter Heisig, and...
... Press, 2006.
12. H. Miller and J. Han. Geographic dataminingandknowledge discovery: An overview. In
Geographic DataMiningandKnowledge Discovery, pp. 3–32. Taylor and Francis, 2001.
13. A. ... Piatetsky-Shapiro, and P. Smyth. From datamining to knowledge discovery:
An overview. In Advances in Knowledge Discovery andData Mining, pp. 1–34. MIT press,
1996.
4. R.H. Gueting and M. Schneider. ... Piatetsky-Shapiro, and P. Smyth. From datamining to knowledge discovery: An
overview. In Advances in Knowledge Discovery andData Mining. AAAI/MIT Press, 1996.
15. A.U. Frank. Ontology for spatio-temporal databases,...
... in Medical Informatics
Knowledge Management, Data Mining, and Text Mining in Medical
Informatics: The chapter provides a literature review of various
knowledge management, data mining, and ... Index
627
MEDICAL
INFORMATICS
Knowledge Management
and DataMining in
Biomedicine
xiii
UNIT
111:
Text MiningandDataMining
Chapter
14:
Semantic Interpretation for the Biomedical
... OVERVIEW
Knowledge management, data mining, and text mining techniques have
been widely used in many important applications in both scientific and
business domains in recent years.
Knowledge management...
... in Medical Informatics
Knowledge Management, Data Mining, and Text Mining in Medical
Informatics: The chapter provides a literature review of various
knowledge management, data mining, and ... understanding advanced and emerging
biomedical knowledge management, data mining, and text mining concepts
and practices.
Readers of this book will learn the new concepts, technologies, and
practices ... biological data. We conclude the paper with discussions
of privacy and confidentiality issues of relevance to biomedical data mining.
Keywords
knowledge management; data mining; text mining
xxxii...
... of the datamining task,
the nature of the available data, and the skills and preferences of the data
miner.
Data mining comes in two flavors—directed and undirected. Directed data
mining ... By data mining, of
course!
How DataMining Was Applied
Most datamining methods learn by example. The neural network or decision
tree generator or what have you is fed thousands and thousands ... of DataMining 33
Table 2.1 DataMining Differs from Typical Operational Business Processes
TYPICAL OPERATIONAL SYSTEM DATAMINING SYSTEM
Operations and reports on Analysis on historical data...