Collection of cancer stage data by classifying free-text medical reports.
Cancer staging provides a basis for planning clinical management, but also allows for meaningful analysis of cancer outcomes and evaluation of cancer care services. Despite this, stage data in cancer registries is often incomplete, inaccurate, or simply not collected. This article describes a prototype software system (Cancer Stage Interpretation System, CSIS) that automatically extracts cancer staging information from medical reports. The system uses text classification techniques to train support vector [...]
Author(s): McCowan, Iain A, Moore, Darren C, Nguyen, Anthony N, Bowman, Rayleen V, Clarke, Belinda E, Duhig, Edwina E, Fry, Mary-Jane
DOI: 10.1197/jamia.M2130