**10. Automatic reasoning, expert systems, logistic regression**

In these specialized areas of artificial intelligence, they have focused their algorithm progradation in the medical area of infectious diseases; machine learning has specialized in the realization of algorithms for statistical inferences, optimizing problems of analysis and interpretation of results from research studies, and the application of models for representations and evaluations of statistical data using techniques to predict response to antiretroviral therapy. Expert systems in organizing through knowledge based on rules and categories focused on diagnostics to solve decision making, and regression logistics in performing decision making based on a continuous variable, taking values and predicting the outcome for decision making [34, 35].
