Health care is provided by health care professionals in the related fields of health and social care. The healthcare system provides healthcare services to ensure the health of the target groups. There is an increase in infectious diseases, and non-communicable diseases, which will create a double burden on the health of the public against it. It is best to try and find the right doctor and ask for a certain amount. It is not an easy task. This is for the health information management systems, helping you to find and match a specialist doctor for a particular illness in the immediate mode, and will also provide advice and information on the disease can be cured. This health management system makes it easy to find a doctor who will help the patients to recover more quickly from illnesses. Health care, in combination with information technology in a new direction to it is full, complete, and consistent information directly affects the quality and efficiency of the health service, as well as the safety, security, diagnostics, and treatment. However, the level of information is defined as a reflection of the degree of its application, and the degree of integration of the information systems, processes, and procedures. This concept can be defined as the integration of the information systems (is) and other applications are being used together, and can be accessed via a variety of communication networks. In order to fully carry out the integration of the IP, security, and a lot of medical information, as well as an effective, easy, and fast exchange, as well as for scientific analysis, and processing of tasks employing all available technologies—including cloud computing, Internet of Things, Internet technology, and data analytics—is essential. This research explains the pertinent principles and talks about earlier studies in this field. To integrate machine learning and other methods to examine the literature on health care management. Finally, the more accurate solution is provided in such scenario using machine learning algorithm, which makes it not a simple chat box, it’s a Integrated Model for the Prediction of Disease and Treatment Recommendation.