SaluDigital

Preventive care, powered by wearables + explainable AI

Live data via FHIR / HL7 · last sync 4 min ago
MG

María G.

58 · Female · ID #48213
Type 2 DiabetesHypertensionBMI 31
90-day cardiometabolic risk
62/100
Moderate · trending ↑
Model: gradient-boosted risk (XGBoost) with SHAP explanations. Inputs: continuous wearable streams + EHR history.
Wearable vitals — 7-day trend
Resting HR
74 bpm
▲ +6 vs. baseline
HRV (SDNN)
38 ms
▲ low / declining
SpO₂
97 %
— stable
Sleep
5.6 hrs
▲ short, fragmented
Steps
3.1k /day
▲ sedentary
Glucose (CGM)
148 mg/dL
▲ high mornings
Why this risk?

Top contributing factors

SHAP values — how each signal pushes María's risk up or down.

Morning glucose ↑+18
Low HRV+12
Nighttime BP ↑+9
Sedentary time+7
Med. adherence−6
Recommended actions
📅
Schedule teleconsult

Review rising fasting glucose & BP within 7 days.

Book →
💊
Adjust metformin timing

Evening dose may blunt morning glucose peaks.

Order →
🌙
Send sleep-hygiene plan

Short, fragmented sleep is lowering HRV.

Send →
Your week at a glance 👋
Your morning sugar has been a little high and your sleep is short. Small wins this week: a 15-min walk after breakfast and lights out by 11 pm. Your care team has a message for you — tap to read.

SaluDigital — MS Digital Health thesis concept · Interactive prototype designed by Daniella Meneses, MD · Sample data for demonstration only.