ENG
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ARB
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GER
AI Insights
Powered by IOT AI · Model v2.4
Population Health Analysis Complete
94.2%
Critical
2.4M
Data Points
AI Risk Score Trends — Top 4 Patients
Health Predictions
AI GeneratedCardiac Event Risk
Next 24hJohn Martinez — 87% probability of hypertensive emergency without intervention. Immediate medication adjustment recommended.
Readmission Risk
Next 30 days18 patients flagged for high readmission probability. Enhanced discharge planning recommended for this cohort.
Discharge Ready
48 hours34 patients showing stable vitals and positive recovery trends. Recommend initiating discharge planning for these patients.
Smart Recommendations
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Medication Optimization
Increase Lisinopril dosage for 3 patients showing sub-optimal BP control.
Activity Protocol Update
12 post-surgery patients ready for physical therapy. Recommend initiating progressive exercise.
Dietary Intervention
High sodium correlation detected in 8 hypertensive patients. Recommend dietary consultation.
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Sleep Pattern Analysis
Wearable data shows poor sleep quality in 22 patients with elevated BP readings.