Automatic Extraction of Lung Cancer Staging Information From Computed Tomography Reports: Deep Learning Approach.

We conclude that the developed IE system can effectively and accurately extract information about lung cancer staging from CT reports. Experimental results show that the extracted results have significant potential for further use in stage verification and prediction to facilitate accurate clinical staging.