Advanced Data Science and AI Techniques in Clinical Medicine
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Foundational Concepts in Healthcare
Goals of Healthcare
- Prevent morbidity
- Prevent disability
- Prevent mortality
WHO Definition of Health
The World Health Organization (WHO) defines health as: "complete physical, mental, and social well-being.”
Top Causes of Death
- Heart disease
- Cancer
- Chronic lower respiratory diseases
- Accidents
- Stroke
Quality of Life Metrics
Where q represents quality and g represents time discount.
Medical Triaging Levels
Triaging categorizes patients based on immediate need and resource requirements:
- Immediate Risk of Death: Highest priority.
- Serious Immediate Medical Need: High priority.
- Levels 3, 4, 5: Priority is dependent on the number of resources needed (more resources required generally means a lower numerical level).