Development and validation of the pharmacological statin-associated muscle symptoms risk stratification (PSAMS-RS) score using real-world electronic health record data.
Boguang SunPui Ying YewChih-Lin ChiMeijia SongMatt LothYue LiangRui ZhangRobert J StrakaPublished in: medRxiv : the preprint server for health sciences (2023)
The PSAMS-RS score can be a simple tool to stratify patients' risk of developing PSAMS after statin initiation which can facilitate clinician-guided preemptive measures that may prevent potential PSAMS-related statin non-adherence.
Keyphrases
- electronic health record
- cardiovascular disease
- end stage renal disease
- coronary artery disease
- ejection fraction
- chronic kidney disease
- clinical decision support
- newly diagnosed
- prognostic factors
- peritoneal dialysis
- skeletal muscle
- low density lipoprotein
- metabolic syndrome
- adipose tissue
- insulin resistance
- patient reported outcomes
- deep learning
- sleep quality
- weight loss
- glycemic control
- patient reported
- data analysis