Natural language processing for the assessment of cardiovascular disease comorbidities: The cardio-Canary comorbidity project.
Adam N BermanDavid W BieryCurtis GinderOlivia L HulmeDaniel MarcusaOrly LeivaWanda Y WuNicholas CardinJon HainerDeepak L BhattMarcelo F Di CarliAlexander TurchinRon BlanksteinPublished in: Clinical cardiology (2021)
We designed five open-source and highly accurate NLP modules that can be used to assess for the presence of important cardiovascular comorbidities in free-text health records. These modules have been placed in the public domain and can be used for clinical research, trial recruitment and population management at any institution as well as serve as the basis for further development of cardiovascular NLP tools.
Keyphrases
- cardiovascular disease
- healthcare
- mental health
- public health
- quality improvement
- clinical trial
- network analysis
- study protocol
- phase iii
- type diabetes
- phase ii
- autism spectrum disorder
- high resolution
- health information
- randomized controlled trial
- cardiovascular risk factors
- human health
- open label
- climate change
- social media