In this section, you get drug recommendations based on the list of drugs that were prescribed for the patients clinical status. You can try either the Pearson Correlation or the Cosine Similarity measure to compute similarities between clinical cases.
Pearson Correlation measures the statistical relationship, or association, between two continuous variables.
Cosine similarity measures how similar two vectors (patients profile) are irrespective of their size.