Sleep Disturbance Documentation as a Behavioral Decline Precursor
Documenting sleep troubles early can stop behavioral decline before it starts.
Theodore Kaminsky
Section
Proactive Resident Risk
8 stories in Proactive Resident Risk.
Polypharmacy Risk Thresholds in Skilled Nursing Residents
Nursing home drug counts miss the physiology and combinations that actually drive harm.
Marcus Delgado-Whitfield
Predicting Hospital Readmissions From Long-Term Care Nursing Notes
Nursing notes predict readmissions better than structured data alone.
Theodore Kaminsky
Resident Risk Stratification Models for Nursing Manager Rounding Priority
NLP can extract deterioration signals buried in nursing notes that traditional risk models miss.
Priya Subramaniam
Interrai Assessment Triggers for Resident Risk Stratification
Standardized triggers and risk scores guide care decisions across long-term care facilities.
Marcus Delgado-Whitfield
Weight Loss Trending as an Advance Indicator of Resident Decline
Unplanned weight loss signals broader functional decline in long-term care residents.
Marcus Delgado-Whitfield
Early Dehydration Risk Signals in Nursing Documentation
Nursing notes already contain the warning signs—if someone reads them together.
Marcus Delgado-Whitfield
Morse Fall Scale Limitations in High-Acuity Long Term Care Populations
A 2026 study found only one of six scale items actually predicts falls.
Priya Subramaniam