Clinical Rounds
AI Case Engine

Generate clinical cases
from one focused prompt.

The generator expands a diagnosis, syndrome, or brief patient scenario into a complete teaching case with history, differential pressure points, investigations, management decisions, and a structured debrief.

Case Studio Generator
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Platform overview

What Clinical Rounds
builds for you.

From a single clinical prompt, the engine produces a complete, structured teaching case with diagnostic pressure points, management logic, and a faculty-ready debrief — in one to two minutes.

  • One prompt → full clinical case with timeline logic and diagnostic forks.
  • Pressure points, management timing, and teaching targets always visible.
  • Faculty move from generation to learner-facing review in one flow.
Generator
Clinical prompt to structured case
Reasoning
Pressure points surfaced explicitly
Debrief
Actionable teaching synthesis ready
Start generating cases

Expert case library.

Six curated cases showing the types of scenarios the engine can build — from high-acuity emergencies to metabolic instability and psychiatric workups.

Cardiovascular

Aortic dissection

High-acuity chest pain with competing catastrophic causes and immediate management consequences.

OpeningAbrupt chest and back pain, diaphoresis, severe hypertension
PressureDissection vs ACS vs PE
MoveAnti-impulse therapy + CTA
Pulmonary

Acute pulmonary embolism

Pleuritic pain, tachycardia, and hypoxemia with enough overlap to keep the workup genuinely uncertain.

OpeningPleuritic chest pain, tachycardia, hypoxemia
PressureDisposition-shaping tests
MoveCTA / anticoagulation logic
Psychiatry

First-episode psychosis

Diagnostic framing, safety planning, and careful separation of psychiatric and medical contributors.

OpeningYoung adult with new persecutory beliefs, agitation
PressurePrimary vs secondary cause
MoveDisposition + teaching synthesis
Neurology

Posterior circulation stroke

Dizziness, ataxia, and vomiting where the wrong frame delays time-sensitive escalation.

OpeningAcute vertigo, dysarthria, gait instability
PressurePeripheral vs central cause
MoveFocused neuro exam + stroke pathway
Endocrine

Diabetic ketoacidosis

Metabolic instability that tests fluid strategy, potassium timing, insulin initiation, and monitoring.

OpeningPolyuria, abdominal pain, tachypnea, hyperglycemia
PressureResuscitation sequence
MoveFluids, potassium, insulin protocol
Infectious Disease

Sepsis from pneumonia

Hypotension, hypoxemia, and source control choices under time pressure with reassessment built in.

OpeningFever, productive cough, hypotension, lactate elevation
PressureAntibiotics vs diagnostics timing
MoveSepsis bundle + reassessment

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