Identification, explanation and clinical evaluation of hospital patient subtypes

Enrico Werner, Jeffrey N. Clark, Ranjeet S. Bhamber +5

We present a pipeline in which unsupervised machine learning techniques are used to automatically identify subtypes of hospital patients admitted between 2017 and 2021 in a large U…