Clinical Data-Mining (CDM) involves the conceptualization, extraction, analysis, and interpretation of available clinical data for practice knowledge-building, clinical decision-making and practitioner reflection.
Clinical Data-Mining (CDM) involves the conceptualization, extraction, analysis, and interpretation of available clinical data for practice knowledge-building, clinical decision-making and practitioner reflection.
Clinical data can be obtained from various sources like Medical Transcript Files and Electronic Medical Records (EMR). We can create a new Clinical database which accumulates large quantities of information about patients and their medical conditions using these two sources. Relationships and patterns within this data could provide new medical knowledge.
Importance of Clinical Data Mining:
June 8 2011, the FDA came out with new guidelines for the use of simvastatin, particularly noting specific combinations of medications that are now defined as "contraindicated" with simvastatin at any dose. Using this knowledge database we can find the patients taking those contradicting drugs.
Approach of Clinical Data Mining:
The process of Data Mining is divided into four phases: i) Data Collection ii) Pre-Processing iii) Data Parsing iv) Application of Knowledge
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