Healplace Cardio
Personalized BP alerts. Rule tiers + ML prediction.
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Patient details
Age
Gender
Male
Female
Weight (kg)
Height (cm)
BMI
Auto-calculated.
Race / ethnicity
Mexican American
Other Hispanic
Non-Hispanic White
Non-Hispanic Black
Non-Hispanic Asian
Other / Multi-racial
Education
Less than 9th grade
9–11th grade
High-school / GED
Some college / AA
College graduate+
Income-to-poverty ratio
Prescription count
Clinical history & symptoms
All default to No.
Diagnosed high BP?
No
Yes
On BP medication?
No
Yes
High cholesterol?
No
Yes
Cardiac history
Heart attack
Stroke
Heart failure
Coronary heart disease
Angina
Diabetes
Acute symptoms (right now)
Chest pain
Severe chest pain (30+ min)
Shortness of breath
Dizziness / lightheaded
Other
Currently pregnant
Hours since last BP med dose
BP readings
n =
0
+ Add
+ 3
Demo unsupervised
#
Systolic
Diastolic
Pulse
Time of day
Position
< 7 readings → rule-only (AHA standard). 7–15 → supervised ML. > 15 → per-patient IsolationForest.
Predict
Run training pipeline
Alert result
Submit a prediction to see the alert.
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Patient guidance
Caregiver guidance
Physician summary
ML prediction
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Raw details
Training
Idle.