Abstract
A patient develops different diseases over time. There is a lack of research looking into the development of diseases over hospital visits. In this paper, we present a step-by-step process to find the sequences of diseases developed over hospital visits. In addition, we applied game theory lens to analyze the decisions made by physicians while prescribing the drugs. We found interesting results showing physicians taking preemptive actions to reduce the mortality rate among the heart failure patients. Finally, we built classification models to diagnose all the give diseases using lab reports. We were able to classify all the diseases seven out of ten times correctly. Our process and interesting findings can help medical community in improve their decision making related to the health outcomes.
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