Healthcare Analytics

  1. Disease Prediction from Health Parameters
    Discovering the parameters closely associated with the disease and predicting the probability of the disease for individuals
  1. Risk Prediction using Comorbidity & Stratification
    The process of separating patient populations into high-risk, low-risk, and the ever-important rising-risk groups is called risk stratification. Having a platform to stratify patients according to risk is key to the success of any population health management initiative.
  1. Dashboard for Health Monitoring
  2. Medical Image Classification for Disease Prediction
    Deep learning techniques like Convolutional Neural Network (CNN) are used
  1. Electronic Medical Record–Based Early Detection of Inpatient Deterioration in Community Hospitals