Clinical Inflection Point Detection on the Basis of EHR Data to Identify Clinical Trial-Ready Patients With Cancer.
Kenneth L KehlStefan GrohaEva M LepistoHaitham A ElmarakebyJames R LindsayAlexander GusevEliezer M Van AllenMichael J HassettDeborah SchragPublished in: JCO clinical cancer informatics (2021)
Training a deep NLP model to identify clinical inflection points among patients with cancer is feasible. This approach could identify patients who may benefit from real-time targeted clinical trial screening interventions at health system scale.