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A Web-Based Annotation System for Lung Cancer Radiology Reports
- Chen, Xiang
- Advisor(s): Aberle, Denise R
Abstract
Registries provide a valuable tool for cancer research and for enabling decision support systems. However, populating cancer registries with information from medical records can be a tedious and bottlenecking process. This thesis presents an annotator system that automatically extracts data elements from lung cancer radiology reports to populate a lung cancer registry. Annotators systems such as this utilize natural language processing (NLP) techniques to locate concepts from a text source. A web-based framework that wraps the annotator system into a graphical user interface for researchers and clinicians is also discussed.
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