The utilisation of machine learning approaches for medical data classification and personal care system mangementfor sickle cell disease

摘要

The expert systems and smart devices played a key role in the development of health care in terms of continuous monitoring of patients treatment and preservation of E-medication system. The basic challenge that patients faced is the fact of difficulty in contacting physicianspecialists. The problem is there was no direct contact with the physician. This paper proposes an intelligent system that can offer self-care and monitoring system that can simulate the patient based on the application installed on his smartphone. The procedure will be whenever a patient sends his information about his blood test and other tests, the expert system will decide whether the situation is critical or not. In non-criticalcondition, the intelligent system will provide the recommendations and treatment directly. Otherwise, it will contact the physician directly to suggest the proper action that the patient should follow. Further expert system will update information regularly with patient information. A machine-learning algorithm was conductto perform the classification process.