High-Risk Pregnancy Monitoring: Pre-eclampsia, GDM, and Preterm Risk in OB/GYN Software
Clinical Workflow

High-Risk Pregnancy Monitoring: Pre-eclampsia, GDM, and Preterm Risk in OB/GYN Software

High-risk pregnancies require more frequent visits, structured monitoring, and coordinated care. Clinit's OB/GYN module flags risk factors at booking and tracks pre-eclampsia, GDM, and preterm risk through to delivery.

Defining High-Risk Pregnancy

A pregnancy is classified high-risk when factors — maternal, fetal, or placental — increase the probability of adverse outcomes for mother or baby. In Egyptian obstetric practice, the most common high-risk designations are:
  • Pre-eclampsia risk — prior pre-eclampsia, nulliparity with hypertension, BMI ≥35, antiphospholipid syndrome
  • Gestational Diabetes Mellitus (GDM) — prior GDM, family history of DM2, BMI ≥30, prior macrosomia
  • Preterm birth risk — prior preterm birth, short cervix on transvaginal scan, multiple pregnancy, uterine anomaly
  • Fetal growth restriction (FGR) — prior SGA, maternal vascular disease, heavy smoking

Risk Stratification at Booking

Clinit prompts the clinician to complete a first-trimester risk assessment at the booking visit:
  • NICE pre-eclampsia risk criteria (1 high-risk factor, or ≥2 moderate-risk factors → offer low-dose aspirin from 12 weeks)
  • GDM risk criteria (WHO 2013 diagnostic thresholds for OGTT)
  • Cervical length measurement — TVS at 18–24 weeks for those at preterm risk; automatic referral prompt if CL <25 mm

Pre-eclampsia Monitoring Dashboard

For any patient on low-dose aspirin prophylaxis, the OB/GYN module activates an enhanced monitoring schedule:
  • BP at every visit plotted against reference ranges for gestational age
  • Urine protein/creatinine ratio tracked longitudinally
  • Platelet count and LFTs at each trimester
  • AI alert when BP ≥140/90 on two occasions 4 hours apart — prompts immediate review

GDM Sub-record

Fasting and 2-hour glucose logs, insulin dose titration, dietary notes, growth scan scheduling (every 4 weeks from 28 weeks), and biophysical profile results.

Preterm Surveillance

Serial cervical length measurements are plotted on a curve. Clinit alerts when CL falls below 20 mm (immediate referral for cerclage assessment) or when the rate of shortening accelerates.

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