Delayed diagnosis and treatment of cancer is a serious patient safety problem. This retrospective study including 711 patients diagnosed with lung cancer used electronic health records and natural language processing (NLP) to identify relevant signs and symptoms in the two years prior to their cancer diagnosis. Researchers found that NLP can identify signs and symptoms associated with lung cancer over a year prior to diagnosis.