Neural networks have found the majority of their application in time series prediction, signal processing, and financial forecasting and especially in health care as pattern recognition. 2. At the Mayo Clinic, patients re given opt-in and opt-out rights concerning whether or not their information is used in the system that determines the most appropriate therapies given the specific patient profile. So far, 95 percent of the patients have opted to have their information Included in the system. (This is the notion of opting in. ) Why do you believe that 5 percent of the patients have opted out?
Would you opt in or opt out in this case? Please provide your reasoning. -For me, I think the reason why 5 percent of the patients have opted out because they want to secure their privacy. I think not of all the people are willing to share or give information about them especially when it is confidential. 3. In this case, demographic information such as ethnicity, gender, and age greatly impacts the quality of the decision support and analysis. The same could be argued for the predictive analytics system used by the Richmond police in this chapter’s first case study.
Why would some people find it acceptable to use such demographic data in this case (for medical purposes) and not in the first case (for predicting crime, its location, and its timing)? Because it is more applicable to use the demographic date in the case of medical purposes, rather than in the first case Inhere it’s about the predicting crime, it’s location and it’s timing. 4. One of the most popular and widely used, application areas for expert systems is medicine. What role could an expert system play in helping the Cleveland Clinic identify patients susceptible to abdominal aortic aneurysms?
What sort of rules would the expert system include? -Is a health care divide between those who can and cannot afford DOD health care. With health care costs spiraling out of control, the health care divide is widening and the population with access to affordable health care is shrinking. Therefore, many health care providers and technology providers such as MM, the Mayo Clinic, and the Cleveland Clinic are collaborating on IT-enabled strategies to reduce the cost of health care while providing better health care than ever bettor. 5 How might a monitoring-and-surveillance agent be used tort patients in a medical environment?
How can health care providers take advantage of the abilities of an information agent to stay abreast of the latest medical trends and treatments? – Surveillance agent clinicians should be aware of shifting local trends due to user preferences and street market availability of particular drugs within the community. Networking with local emergency and trauma services, drug treatment providers, social service agencies, and the criminal Justice system provides neonatal caregivers with an opportunity for community surveillance. However, each nursery also should monitor the changing patterns of drug exposure in its newborn population.
Further, the quality of data on drug abuse patterns obtained from maternal histories or anonymous toxicology screens should be continually monitored. This desire combines with a natural inclination toward leadership and the ability to apply organizational techniques successfully to achieve maximum results. The most effective healthcare professionals keep abreast of the many shifting trends, new technologies, and advanced techniques in the health and management fields. They use their knowledge and skills to deliver the most positive experience possible for consumer and staff alike.