“…Prostate cancer is one of the cancers that most affects the male gender today; more than 5% of every million people are affected by this disease; In addition, the early detection tools available to prevent it and the main diagnostic instruments to obtain evidence are generally invasive, with the rectal examination and serum concentration of the specifi c prostate antigen being the best known. In this sense, [1] identifi ed factors that may be related to the non-performance of the exam such as: fear of cancer, shame, discomfort, pain, low educational level, disinformation of the exam, distrust of medical professionals and concern that the rectal touch may affect masculinity; factors that are expected to be mitigated with this research, taking advantage of the increasing use of new technologies, where applications have been developed to improve health conditions worldwide [2], seeking to make the procedures as effective and as invasive as possible.. Computer-assisted diagnostic systems, which use signal processing techniques, have been widely used to diagnose diseases such as upper limb sarcopenia [3], cardiovascular diseases [4], [5], Parkinson [6] - [8], to mention a few. Likewise, prostate cancer has also been tried to diagnose using image processing techniques from the chemical treatment of a biopsy [9], [10]; others have used machine learning techniques to improve the validity of the diagnosis [11], [12], however, the method remains invasive in obtaining the sample for the analysis of the information contained therein.…”