This text investigates the technical challenges and methodologies required to transform unstructured medical narrative data into structured, machine-readable formats. Naomi Sager, a pioneer in computational linguistics and medical informatics, draws upon her extensive research at the Linguistic String Project to argue that natural language processing is essential for the effective computerization of clinical records. The book presents a formal linguistic framework designed to parse complex medical terminology and syntax, enabling computers to extract meaningful clinical information from physician notes and reports.

Experts recognize this work as a foundational text in the field of medical natural language processing, providing a rigorous linguistic basis for modern health informatics. Readers frequently note the academic density of the prose, which serves as a primary reference for researchers developing clinical decision support systems.