Consumers' Use of UMLS Concepts on Social Media: Diabetes-Related Textual Data Analysis in Blog and Social Q&A Sites.
Min Sook ParkJiang BianZhiwei ChenSanghee OhJiang BianPublished in: JMIR medical informatics (2016)
Although the 3 social media datasets vary greatly in size, they exhibited similar conceptual coverage among UMLS source vocabularies and the identified concepts showed similar semantic type distributions. As such, concepts that are both frequently used by consumers and also found in professional vocabularies such as SNOMED CT can be suggested to OAC CHV to improve its coverage.
Keyphrases
- social media
- data analysis
- health information
- type diabetes
- affordable care act
- cardiovascular disease
- healthcare
- computed tomography
- mental health
- image quality
- contrast enhanced
- glycemic control
- magnetic resonance imaging
- metabolic syndrome
- dual energy
- health insurance
- magnetic resonance
- skeletal muscle
- monte carlo