MLINDE Mama Prediction Model

MLINDE Mama (Mmama) Prediction Model is a Machine Learning (ML) model that can predict risk hypertensive disorders due to pregnancy using selected predictors from antenatal care visit data. This model has been developed as part of the MLINDE Mama Project at the Prime Health Initiative Tanzania (PHIT). Details about the MLINDE Mama project can be found here

Click here to learn more about the PHIT

Interact directly with the Model using the programmed API. See example code below


                $ curl -X POST "https://ai.phit.or.tz/predict/" -H "accept: application/json" -H "Content-Type: application/json" -d '[{"systolic":120,"diastolic":78,"gestationage":29,"protein_in_urine":0,"temperature":37,"bmi":24.44,"blood_for_glucose":5.7},{"systolic":110,"diastolic":80,"gestationage":20,"protein_in_urine":1,"temperature":37,"bmi":22.44,"blood_for_glucose":5.6}]'

Individual Prediction

systolic

diastolic

gestational Age

protein in urine

blood for glucose

temperature

bmi

prediction results

Group Prediction

Input a csv file with the following columns

Download sample file here

id	systolic	diastolic	gest age	protein in urine	temperature	bmi	blood for glucose	prediction