Question

- What role will recommendation play in a health system? How is recommendation different in health applications? What do doctors recommend?

- Let's discuss at least 3 chronic diseases. Say Diabetes, Cardio-vascular, and Asthma. What would you like to recommend to people with these diseases.

- How is AI used in recommendations in health applications? How will recommendations work for a healthy person?

Answer 1

ROLE OF RECOMMENDATION IN HEALTH CARE SYSTEM : 1. To regulate, certify and monitor health care applications and systems that integrate medical devices and health information technologies. 2. To establish design guidelines and standards, based on existing accessibility and usability guidelines, for content, accessibility, functionality and usability of consumer health technologies related to health care system 3. Developing new standards based on recent human research for ensuring medical devices designed by users. 4. To improve the adverse event reporting system to be easier to use, to collect data that are useful for identifying the root causes of events. 5. to develop appropriate certification, credentialing and training standards to provide care in health system 6. To facilitate adequate and appropriate access to health and safetyrelated modifications, especially for those who cannot afford them 7. To support research to coordinate health care services delivered in the health system to overcome barriers. HOW IS RECOMMENDATION DIFFER IN HEALTH CARE SYSTEM? 1. Health care costs are heavily concentrated on people with multiple health problems. 2. Recommendation makes care cordination a higher priority in applying health care deliveries. 3. Identifies patients in greatest need of proactive and coordinated care 4. recommendation train more primary care phsicians and facilitate effective communication. RECOMMENDATION FOR DIABETES: 1. HAEMOGLOBIN A1C: is a lab test used to diagnose the treatment for diabetes. It helps to reveal how well an individual has been controlling their diabetes. When assessing control of diabetes, the American Diabetes Association (ADA) recommends a goal hemoglobin A1C above 7 percent ( blood glucose level is not very well controlled). The test should be performed every 6 months if controlled or every 3 months if not controlled. 2. CONTROL OF BLOOD PRESSURES: Lifestyle therapy for a diabetic with hypertension should entail a low sodium diet., exercise and weight loss if overweight. The American Diabetes Association (ADA) recommends a target BP of less than 130/80 mmHg. 3. FASTING LIPID PROFILE: Hyperlipidemia can contribute to ischemic heart disease in diabetes. The ADA recommends the lipid profile treatment goals for diabetes with hyperlipidemia : TC less than 200mg/dL, HDL greater than 4omg/dL in men and 50 mg/dL in women and Triglyceride less than 150mg/dL.  RECOMMENDATION FOR CARDIOVASCULAR DISEASES: The recommendation includes 1. keep follow -ups with cardiologist 2. take medicines as prescribed. 3. Follow recommended and restricted physical activities 4. Check on potential side effects of over the counter medications, vitamins or prescribed medications before taking them. 5. Discuss your heart diseases with doctors before undergoing a surgery. 6. Always carry a list of your medications including how much, how often and why you take them. RECOMMENDATION FOR ASTHMA: 1. Determine the clinical characteristics of asthma 2. patient education, allergen avoidance, and anti-inflammatory treatment is recommended. Combination treatment with long acting beta2-antagonists and tropical aglucocotocosteroids for patients with moderate and severe chronic asthma is recommended. APPLICATIONS OF AI IN HEALTH CARE: 1. Managing medical records on analysing information on past history and other related data 2. doing repetitive job faster and more accurate by robots 3. treatment design helps to select the correct customized treatment plan 4. digital consultation on personal medical history and common medical knowledge. 5. digital nurse to support patients, specializing in chronic illnesses. 6. medical management 7.AI used to predict health issues based on their genetics. RECOMMENDATION IN HEALTHY PERSON: Physical activity helps the person to be healthy and burn calories. 2.diet control helps to prevent from diseases.