Free-Text Documentation of Dementia Symptoms in Home Healthcare: A Natural Language Processing Study.
Maxim TopazVictoria AdamsPaula WilsonKyungmi WooMiriam RyvickerPublished in: Gerontology & geriatric medicine (2020)
HHC providers should examine episodes with neuropsychiatric symptoms but no ADRD diagnoses to determine whether ADRD diagnosis was missed or to recommend ADRD evaluation. NLP-generated symptom indicators can help to identify high-risk patients for targeted interventions.
Keyphrases
- healthcare
- end stage renal disease
- chronic kidney disease
- ejection fraction
- newly diagnosed
- mild cognitive impairment
- autism spectrum disorder
- patient reported
- physical activity
- peritoneal dialysis
- prognostic factors
- sleep quality
- cancer therapy
- electronic health record
- cognitive impairment
- drug delivery
- health insurance