Deep phenotyping

Deep Phenotyping - Clustering Approach

Calculating Clinical Similarity

Plain Binary comparison

Calculate the clinical similarity / distance based on the boolean vectors (doesn't require the structure of the HPO DAG). Example metrics:
Hamming
Dice
Jaccard

Semantic Similarity

Calculate clinical similarity while taking semantic similarity into account (requires the HPO DAG). Example metrics:
HRSS