Lyme disease is the most prevalent tick-borne in Eastern Europe. This study focuses on development of a machine learning model based neural network for predicting dynamics epidemic process. A retrospective analysis cases reported Kharkiv region, East Ukraine, between 2010 and 2017 was performed. To develop process, multilayered used, backpropagation algorithm or generalized delta rule used its ...

A temporal disease trajectory describes the sequence of diseases that a patient has experienced over time. Electronic health records (EHRs) contain coded diagnoses can be mined to find common and unusual trajectories have potential generate clinically valuable insights into relationship between diseases. Disease are typically identified by timestamped diagnostic codes very similar event logs ac...