Comparison of Orthogonal NLP Methods for Clinical Phenotyping and Assessment of Bone Scan Utilization among Prostate Cancer Patients

ConclusionUsing structured data, we accurately classified patients’ cancer risk group, identified bone scan documentation with two NLP methods, and evaluated guideline adherence. Our pipeline can be used to provide concrete feedback to clinicians and guide treatment decisions.Graphical abstract
Source: Journal of Biomedical Informatics - Category: Information Technology Source Type: research