SERF: Interpretable Sleep Staging using Embeddings, Rules, and Features

Irfan Al-Hussaini, Cassie S. Mitchell

The accuracy of recent deep learning based clinical decision support systems is promising. However, lack of model interpretability remains an obstacle to widespread adoption of art…