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🍬 Neonatal Hypoglycemia After Birth Risk Simulator

A model that assesses the risk of neonatal hypoglycemia immediately after birth due to sudden cessation of maternal glucose supply in the presence of fetal hyperinsulinemia.

Gestational Diabetes Screening & Management2DModerate60 FPS
neonatal-hypoglycemia-birth-risk-simulator ↗ Open standalone

Fetal Hyperinsulinemia In Utero

Maternal hyperglycemia drives excess fetal insulin production.

  • Maternal glucose: Driver (crosses placenta freely)
  • β-cell hyperplasia: Fetal response (placeholder metric)
  • Gestational diabetes: Typical cause (placeholder metric)
  • Elevated: Insulin trend (placeholder metric)

Placental glucose transfer and fetal insulin response

Placeholder text describing fetal hyperinsulinemia mechanism briefly.

Cord Clamping — Glucose Supply Stops

Birth severs the placental glucose lifeline abruptly.

  • Cord clamped: Event (placeholder metric)
  • Instant cutoff: Supply change (placeholder metric)
  • 0 min mark: Timing (placeholder metric)
  • Glucose still normal: Neonatal state (placeholder metric)

Loss of continuous maternal glucose delivery

Placeholder text describing cord clamping glucose cutoff briefly.

Persistent High Insulin Post-Birth

Fetal insulin does not shut off immediately after birth.

  • Minutes: Insulin half-life (placeholder metric)
  • Delayed: Suppression lag (placeholder metric)
  • First hours: Risk window (placeholder metric)
  • Glucose uptake continues: Effect (placeholder metric)

Why neonatal insulin stays elevated after birth

Placeholder text describing persistent hyperinsulinemia briefly.

Rapid Neonatal Glucose Drop

Glucose plunges as insulin keeps driving cellular uptake.

  • 1–2 hours: Nadir timing (placeholder metric)
  • <45 mg/dL: Threshold (placeholder metric)
  • Jitteriness, lethargy: Symptoms (placeholder metric)
  • High: Urgency (placeholder metric)

Glucose kinetics in the first postnatal hours

Placeholder text describing rapid glucose decline briefly.

Early Feeding / Monitoring Protocol

Early feeds and glucose checks stabilize at-risk newborns.

  • ~30–60 min: First check (placeholder metric)
  • Early breast/formula: Feeding (placeholder metric)
  • Per protocol: Recheck interval (placeholder metric)
  • IV dextrose if severe: Escalation (placeholder metric)

Screening and feeding protocol for at-risk newborns

Placeholder text describing monitoring and feeding protocol briefly.

Placeholder highlight: routine screening catches most at-risk cases early.
⚙ Under the hood

A model that assesses the risk of neonatal hypoglycemia immediately after birth due to sudden cessation of maternal glucose supply in the presence of fetal hyperinsulinemia.

CanvasBiomedicine

2D · HTML5 Canvas 2D · 60 FPS target · runs fully client-side, no install

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