The document introduces Amazon Comprehend Medical, a new machine learning service that can extract medical information from unstructured text with high accuracy. It discusses how Comprehend Medical can help analyze large amounts of clinical notes and reports by identifying entities, relationships, and protected health information. Two customer use cases are presented: Fred Hutchinson Cancer Research Center uses it to gain insights from clinical trials, and Roche Diagnostics uses it to enhance data quality and clinical decision support.