This is the study of the disease and implementation of machine learning for finding a solution for the diagnosis. Basically many intelligent agents are existing already. The task is not to define or develop a new agent rather it is just the research on several aspects of these agents and diabetes in our society.
The creation of a diabetes management assistant that can remotely collect data, increase communication between patient and care provider, and automatically analyze all available information could improve the health of many diabetics. So a lot of work has been done for developing such agents. Individual models, taking into account nutrition, medication, and exercise, with appropriate mathematical modeling, can learn accurate representations of specific patients suitable for providing therapy advice.
The fundamental goal of effective diabetes management is for the patient to select behaviors that maintain glycemic homeostasis. Thus the goal of this study is to help the patient select optimal behaviors. To do this we must be able to learn how a patient’s choices affect blood glucose. So our task is mainly to collect the data from the people first about their choices of food, their general behavior and their habits and routine. We need to go in the depth of finding the reasons for the disease itself. We also studied from the care providers perspective. This should be able to provide detailed and accurate data about the patient, increase interaction between patient and expert. The specific goals that were presented when this research project was initiated are listed below.
Collect data, Share data and analyze data.
3.2) Artificial Intelligence in Medicine:
Artificial Intelligence (AI) is a study to emulate human intelligence into computer technology. Multimedia and Internet (or computer network) are two of the main tools that support the collaboration and distribution of information. Multimedia is a combination of media such as text, audio, visual and graphics can be used in medical application. The Internet supports communications between users around the world at minimum cost. In medical, communication is very important as new information or new discovery is the key for the future survival. In addition, communications helps doctors sharing their knowledge or expertise.
3.3) Introduction to IDA:
Diabetes management is a difficult task for patients, who must monitor and control their blood glucose levels in order to avoid serious diabetic complications. It is a difficult task for physicians, who must manually interpret large volumes of blood glucose data to tailor therapy to the needs of each patient. Currently, diabetics might get 20 minutes of interaction with a health expert during a checkup, and in that amount of time the physician must quickly evaluate the patient’s health to offer therapy advice. to support decision making is important within the medical industry because they allow doctors and nurses to quickly...