The Future Of Predictive Analytics In Healthcare 
                     The Future Of Predictive 
Analytics In Healthcare 
What Is Predictive Analytics
• Predictive analytics is a subset of advanced analytics that involves making 
predictions about unknown future occurrences or activities in order to make 
judgments.
• Predictive analytics employs data and modelling techniques to predict future 
performance
• Predictive analytics systems integrate vast amounts of past data points with 
future estimates using specifically designed algorithms.
• It is used in industries and professions such as insurance and marketing to 
make critical judgments.
Predictive Analytics In Healthcare
• Predicting when, where, and how care should be given improves patient care, 
improves health outcomes, and lowers costs. 
• Predictive analytics in healthcare identifies the possibility of events and 
outcomes, allowing them to detect and treat health problems before they 
occur.
• Algorithms are provided with historical and real-time data to create 
meaningful predictions in healthcare
• Although predictive analytics is still in its beginnings, it has already had a 
significant positive impact on many aspects of healthcare.
Real World Use Cases Of Predictive Analytics In 
Healthcare
• Early Detection of Patient Deterioration
• Patient Utilization Patterns Can Be Predicted
• Precision Medicine is being developed
•  Management of the Supply Chain
• Efficiency in Scheduling
• Data Protection
• Cost-cutting and profit-boosting
Benefits & Risks Of Predictive In Healthcare
Benefits
• Improving the efficiency of health-care company operations' operational 
management
• In personal medicine, the accuracy of diagnosis and treatment is crucial
• Increased understanding to improve cohort therapy
Risks
• Technology's rapid advancement and its impact on decision-making processes
• With the machine, there are moral hazard and human intervention points 
(including choice architecture dilemmas)
• Algorithm bias and a lack of regulation
• Pressures on privacy
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