Insulin Chart Prediction for Diabetic Patients Using Hidden Markov Model (HMM) and Simulated Annealing Method

@inproceedings{Nath2012InsulinCP,
  title={Insulin Chart Prediction for Diabetic Patients Using Hidden Markov Model (HMM) and Simulated Annealing Method},
  author={Ravindra Nath and Renu Jain},
  booktitle={SocProS},
  year={2012}
}
Diabetic patients need to take insulin before every meal. The doctors have to decide insulin doses for every patient according to the patient’s previous records of doses and sugar levels measured at regular intervals. This paper proposes a Hidden Markov Model to predict the insulin chart for a patient and uses Simulated Annealing search algorithm to… CONTINUE READING