Metabolic syndrome in hypertensive women in the age of menopause: a case study on data from general practice electronic health records.
Šefket ŠabanovićMajnarić Trtica LjiljanaFrantišek BabičMichal VadovskýJán ParaličAleksandar VčevAndreas Philipp HasslerPublished in: BMC medical informatics and decision making (2018)
The added value of this study goes beyond the current paradigm on MS. Results indicate characteristics of MS in a narrowly defined, specific population group. A comprehensive view has been enabled by using heterogenoeus data and a smart combination of various methods for data analysis. The paper shows the feasibility of this research approach in routine practice, to make use of data which would otherwise not be used for research.
Keyphrases
- electronic health record
- data analysis
- general practice
- metabolic syndrome
- clinical decision support
- mass spectrometry
- multiple sclerosis
- primary care
- ms ms
- big data
- adverse drug
- blood pressure
- polycystic ovary syndrome
- cardiovascular disease
- clinical practice
- pregnant women
- insulin resistance
- cardiovascular risk factors
- deep learning