Graph-Constrained Policy Learning for Extreme Clinical Code Prediction

Amritpal Singh, Sebastian Torres, Khawar Shakeel +1

Clinical code prediction maps unstructured discharge summaries to ICD-10-CM leaf codes in a large, sparse, and deeply hierarchical label space. Most systems treat the task as flat…