datamining presentation
TRANSCRIPT
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D A T A P R O C E S S I N G A N D D A T A W A R E H O U S E U S I N GD A T A M I N I N G C O N C E P T
PRESENTATION TOPIC
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OUR TEAM
1. Kazi Istiaque Ahmed
ID: 08091103002
Intake: 10th
2. Kazi Istiaque Ahmed
ID: 08091103002
Intake: 10th
Department of Computer Science and Engineering
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PAPER DETAILS
TITLEThe relevance of data warehousing and data miningin the field of evidence-based medicine to support
healthcare decision making
BY
Nevena Stolba and A Min Tjoa
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CONTENTS
Summary
Introduction
Application Fields
Case study 1: Generation of evidence-Based guidelines
Case study 2: Controlling of clinical treatment pathways
Case study 3: Use of evidence-based rules at the point of care
Data Warehouse Facilitating Evidence Based Medicine
Related Works
Conclusion
Query
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SUMMARY
Evidence-based medicine is a new direction inmodern healthcare. Its task is to prevent, diagnoseand medicate diseases using medical evidence.
External evidence-based knowledge can not beapplied directly to the patient without adjusting it tothe patients health condition.
Through integration of data warehousing, OLAP
and data mining techniques in the healthcarearea, an easy to use decision support platform,which supports decision making process of caregivers and clinical managers, is built.
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APPLICATION FIELDS
Relevant data sources for the clinical decision support
systems for evidence-based medicine purposes are:
-Evidence-based guidelines (in form of rules)-Clinical data (patient data, pharmaceutical data,
medical treatments, length of stay)
-Administrative data (staff skills, overtime, nursing care
hours, staff sick leave)
-Financial data (treatment costs, drug costs, staff salaries,
accounting, cost-effectiveness studies)
-Organisational data (room occupation, facilities,
equipment)
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APPLICATION FIELDS (CONT)
The most relevant application fields for datawarehousing in the area of evidence-basedmedicine are utilized to support:
1. The generation process of the evidence-basedguidelines
2. The clinicians at the point of care delivery, bymaking evidence-based rules available
3. The controlling of clinical treatment pathways4. The administrative and management tasks, byproviding evidence-based knowledge as well asdiverse organisational and financial data.
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CASE STUDY 1: GENERATION OF EVIDENCE-
BASED GUIDELINES
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CASE STUDY 2: CONTROLLING OF
CLINICAL TREATMENT PATHWAYS
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CASE STUDY 3: USE OF EVIDENCE-
BASED RULES AT THE POINT OF CARE
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DATA WAREHOUSE FACILITATINGEVIDENCE BASED MEDICINE
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RELATED WORKS
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CONCLUSION
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QUERY??