Intelligent Healthcare Prognosis of Asthma and COPD in Social Media

The objective of current medical research is to continuously improve the investigative methods. Its aim also is to develop new medical parameter checking methods, which can be used as a long term monitoring cases. Social media like Facebook and discussion forums can open the opportunity for the health care sector in patient care, address cost reduction, medical prognosis, service and product optimization. The patient and company benefits from real-time feedback that can then be used to assess if there are any problems and rapidly address such problems. Patient affected by COPD and Asthma are monitored by means of medical protocol, based on periodical measurements related to the disease. Though apparatus cannot forecast about to happen health problem, and directs a red alert indication according to a medical procedure only when one or more physical parameters overcome pre-defined thresholds value. The proposed work focuses on negative and positive emotion, as well as the on the side effects of handling, in consumers’ environment posts, and identifies user communities (modules) and influential users for the purpose of ascertaining user opinion of COPD and Asthma treatment. The proposed system uses PSO and SOM to analyze word frequency data derived from users’ forum posts. According to the discussion on social media about diseases, doctors, medicines and tests the company can predict the future scope of the manufacturing companies, equipment’s and doctors. The patient and company benefits from real-time feedback that can then be used to assess if there are any problems and rapidly address such problems. The experimental results shows that our technique offers improved solution in health care monitoring system. Our work predict the occurrence of Asthma and COPD in home in the absence of doctors and also monitor the health problem of patients and helps diagnosis.