Automated detection of cognitive impairment in clinical practice.
Robyn M BuschOlivia HogueAbagail F PostleDarlene P FlodenPublished in: Journal of neurology (2024)
Results suggest that cognitive impairment can be identified in adults using a brief, self-administered, automated cognitive screening tool, and BACH provides several advantages over existing screeners: self-administered; automatic scoring; immediate results in health record; easily interpretable score; utility in wide range of patients; and flags for treatable factors that may contribute to cognitive complaints (i.e., depression, sleep problems, and stress).
Keyphrases
- cognitive impairment
- deep learning
- machine learning
- mental health
- end stage renal disease
- clinical practice
- high throughput
- ejection fraction
- public health
- newly diagnosed
- chronic kidney disease
- sleep quality
- prognostic factors
- physical activity
- depressive symptoms
- peritoneal dialysis
- health information
- label free
- social media
- stress induced
- loop mediated isothermal amplification
- patient reported outcomes
- patient reported
- health promotion