In order to deliver effective care, health management must consider the distinctive trajectories of chronic diseases. These diseases recurrently undergo acute, unstable, and stable phases, each which requires a different treatment regimen. However, correct identification trajectory thus regimens, is challenging. this paper, we propose data-driven, dynamic approach for identifying phases suggest...