Speech recognition can help evaluate shared decision making and predict medication adherence in primary care setting.
Maxim TopazMaryam ZolnooriAllison A NorfulAlexis PerrierZoran KosticMaureen GeorgePublished in: PloS one (2022)
Machine learning approaches can help primary care providers identify patients at risk for poor medication adherence and evaluate the quality of care by measuring levels of shared decision-making. Further work should explore the replicability of our results in larger samples and additional health domains.
Keyphrases
- primary care
- machine learning
- healthcare
- end stage renal disease
- ejection fraction
- public health
- chronic kidney disease
- quality improvement
- palliative care
- mental health
- peritoneal dialysis
- prognostic factors
- general practice
- patient reported outcomes
- deep learning
- health information
- chronic pain
- patient reported
- affordable care act