Malnutrition Risk Prediction
Proactively identify patients at risk of severe malnutrition, muscle wasting, and delayed wound healing using AI-driven lab value tracking and clinical text analysis.
AI Clinical Assessment
Critical Lab Value: Albumin
Albumin level critically low (1.9 g/dL) and falling. Medical Therapeutic Nutrition (MTN) strongly indicated.
Comorbidity Interaction
Patient has active Stage III pressure ulcer and falling Prealbumin levels. Healing will be significantly delayed without nutritional intervention.
NLP Progress Note Extraction
Identified mention of "consistent weight loss over past 30 days" in recent nursing notes, triggering an automatic dietary consult.
Detect malnutrition before it causes deterioration
Malnutrition is a silent driver of hospital readmissions. Simpl's AI continuously monitors Albumin, Prealbumin, and diagnostic codes to flag patients who urgently need Medical Therapeutic Nutrition (MTN).
- Track downward trends in Albumin and Prealbumin
- Correlate malnutrition with pressure wound healing
- Automatically extract weight loss indicators from progress notes
- Identify high-demand conditions (Cancer, COPD, Heart Failure)
Improve outcomes and secure proper reimbursement
Accurately diagnosing and treating malnutrition not only accelerates patient healing and prevents skin breakdown—it also ensures your facility is properly reimbursed under PDPM for the high-acuity care you are already providing.
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