The Impact of Pollen on the Human Respiratory System: An Intelligent Analysis Using Artificial Neural Networks

Abstract: For plant fertilization, pollen, a fine powder, is released. This is necessary for plant reproduction. The problem is that this has implications for human respiratory health. This involves immunological mechanisms. This study presents the analysis of the effects of pollen on the respiratory system from the perspective of processing epidemiological data as an environmental influence using artificial intelligence techniques, particularly artificial neural networks. Since the interaction between exposure to allergenic pollens and immune responses is complex and difficult to analyze using conventional methods, artificial neural networks are suitable for this purpose. The results of this analysis highlight allergic rhinitis, asthma exacerbations, and the lengthening of the pollen season induced by climate change.