“…Studies suggest further research on treatment, which currently only offers relief of pain and improvement of joint function, but does not enable the pathological process to be reversed (6)(7)(8) . Therefore, by seeking alternative options for aiding the diagnosis, medical informatics aims to assist doctors in routine diagnoses, and has proven increasingly effective, helping in some clinical tasks, such as warning signs, therapeutic judgments, agents for information retrieval, and image recognition and interpretation, among other models (9)(10)(11)(12) . Among the areas of application of medical informatics, artificial intelligence (AI) uses artificial neural networks (ANN) to search for a computational model based on biological neurons which, by means of mathematical models, generates an artificial neuron, and through interconnections of various artificial neurons, generates an ANN.…”