Possibility of improving disease prediction using mathematical models

Abstract

Mathematical models do not always have the appropriate degree of reliability. This indicates the need to refine the mathematical apparatus due to the databases used in medical research. Reproduction of mathematical models with different formulas can indicate not only the imperfection of the used approach. In our study, the case of inconsistency of one mathematical model with others has positive consequences. In connection with the introduction of the screening assessment, the modelling of the further development of the disease is gaining relevance. This indicates that doctors in their research should use the construction of mathematical models both in the sense of predicting the consequences of treatment and the progress of the disease, as well as to determine the date of a repeat visit to the doctor and to study the essence of the pathology itself. This can be beneficial in understanding the studied disease state, as well as in creating new approaches to its elimination and disease prevention (correction).