Rule-based NLP approaches are commonplace in cancer surveillance and rely on expert-developed rules to extract information from unstructured text. 5, 8, 11, 25 Significant manual effort to design ...

Eastern Cooperative Oncology Group (ECOG) performance status (PS) is a key clinical variable for cancer treatment and research, but it is usually only recorded in unstructured form in the electronic ...