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Introduction: Clinical decision support
What it is and why important
A brief history of the field
Types of computer-aided decision making
Case studies
Regenstrief experience
Brigham experience
LDS HELP experience
Lessons learned, summary
Where are we now?
Penetration
Limitations
New motivations and interest
Where does the knowledge come from?
Expert knowledge
Data mining and predictive modeling
Evidence-based medicine
Problems in developing decision support applications
Representation of the knowledge
Integration with host environments
Managing the knowledge: authoring and update
Standards efforts
Arden syntax
Guidelines
GELLO
Vocabularies and data models
Process/workflow models
Issues
Top-down vs. bottom-up approaches
Legacy investments
Differences among models and purposes
Institutional KM challenges
Getting a handle on the problem
Content management and collaborative authoring/editing
Common representation
Common interfaces/transaction services
Tools for knowledge management
A timetable of opportunities
Rules knowledge
General expressions/calculation/logic
Knowledge element groups
Order sets
Reports and data entry forms
Prospects for dissemination and sharing
Knowledge as a universal commodity not a proprietary resource
Attempts to establish consortia
What is needed to overcome barriers
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Add Clinical Decision Support: The Road Ahead, This book examines the nature of medical knowledge, how it is obtained, and how it can be used for decision support. It provides complete coverage of computational approaches to clinical decision-making. Chapters discuss data integration into healthcare i, Clinical Decision Support: The Road Ahead to the inventory that you are selling on WonderClubX
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Add Clinical Decision Support: The Road Ahead, This book examines the nature of medical knowledge, how it is obtained, and how it can be used for decision support. It provides complete coverage of computational approaches to clinical decision-making. Chapters discuss data integration into healthcare i, Clinical Decision Support: The Road Ahead to your collection on WonderClub |