Risk factors, outcomes and healthcare utilisation in individuals with multimorbidity including heart failure, chronic kidney disease and type 2 diabetes mellitus: a national electronic health record study.
Laura PaseaAshkan DashtbanMehrdad MizaniAnish N BhuvaTamsin MorrisJil Billy MamzaAmitava BanerjeePublished in: Open heart (2023)
HF, CKD and T2D carry significant mortality and healthcare burden in combination. Compared with other disease pairs, individuals with CKD and HF had the most severe risk factor profile, prognosis and healthcare utilisation. Service planning, policy and prevention must take into account and monitor data across conditions.
Keyphrases
- healthcare
- risk factors
- chronic kidney disease
- electronic health record
- heart failure
- end stage renal disease
- clinical decision support
- mental health
- acute heart failure
- public health
- adverse drug
- cardiovascular events
- cardiovascular disease
- health information
- quality improvement
- adipose tissue
- machine learning
- big data
- coronary artery disease
- insulin resistance
- cardiovascular risk factors
- weight loss
- cardiac resynchronization therapy
- social media
- data analysis
- affordable care act