Clinical simulation · Built by an EM physician

The way trainees think under pressure — measured, coached, tracked.

SimFolioMD is a scenario-based platform for anyone learning emergency medicine: medical students, residents, fellows, attendings refreshing skills, and the faculty who train them. Sixteen high-fidelity cases. Confidence-scored decisions. Cohort-level analytics for programme leadership. No manikins, no schedule friction.

Currently in private pilot · Invite-only access
MONITOR · STEMI CASE LIVE
HR
118 bpm
SpO₂
94 %
BP
168/92 mmHg
RR
22 /min
Anterior STEMI · ST elevation V1–V4 · Cath lab activated
What SimFolioMD does

Three things, built with clinical respect for the craft.

Not another quiz app. Not another manikin. A cognitive-practice environment for the part of EM training that's hardest to scale — repeated exposure to structured clinical decisions.

Phase 2 of 5 · T+8:23
Reassessment
HR 118 BP 168/92 SpO₂ 94
16 high-fidelity scenarios
STEMI, sepsis, anaphylaxis, DKA, VT, PE, stroke, neonatal fever — each with five timed phases, realistic vitals, branching action menus, and evidence-anchored debrief. Real ED tempo.
Declare confidence, then act
Conf
Aspirin 325 mg PO +12
Nitroglycerine 0.4 mg SL −6
Confidence-scored decisions
Trainees declare confidence before committing. Wrong at high confidence costs more than wrong at low confidence. Trains calibration — the mechanism behind expert clinical judgment, not just recall.
Cohort · This week
Trainees
14
Pass rate
84%
Sepsis mastery
84%
Cohort insights for leadership
Programme directors and faculty leads see pass rates, weakest chapters, hazard events, and per-trainee drill-downs. Assign cases. Track competency longitudinally. Generate accreditation-ready summaries.
Case library

Sixteen scenarios. Real ED tempo.

Each case built from primary sources, cited by chapter. Cardiology, pulmonary, shock, allergy, endocrine, neurology, paediatrics, trauma, toxicology, airway, renal.

Cardiology
STEMI / Acute Coronary Syndrome
Cardiology
Ventricular Tachycardia
Cardiology
Acute Heart Failure / Pulmonary Oedema
Pulmonary
Massive Pulmonary Embolism
Pulmonary
Severe Status Asthmaticus
Metabolic
Diabetic Ketoacidosis
Metabolic
Hyperosmolar Hyperglycaemic State
Shock
Septic Shock (Undifferentiated)
Allergy
Drug-Induced Anaphylaxis
Neurology
Acute Ischaemic Stroke
Neurology
Status Epilepticus
Paediatric
Neonatal Fever (0–7 days)
Trauma
Blunt Chest Trauma
Toxicology
Beta-Blocker / CCB Overdose
Airway
Difficult Airway / Rapid Sequence Intubation
Renal
Life-Threatening Hyperkalaemia
Who it's built for

For everyone learning — and teaching — emergency medicine.

SimFolioMD serves the full arc of clinical training, not just residency. Wherever you sit in the learner-to-teacher spectrum, there's a mode for you.

Individual learner
Learn & practise

Solo practice with confidence-scored assessments, streaks, badges, and a personal competency tracker. Adjustable difficulty. Weakest-chapter recommendations.

Medical students Interns / R1s Residents Fellows Attendings refreshing
Programme leadership
Track & improve

For hospitals, universities, and EMS agencies running competency-based training. Assign cases, track cohort competency, generate accreditation-ready reports.

Programme directors Associate PDs Chief residents Academic deans QI leads
Simulation centre
Facilitate & debrief

Team-based scenarios with manikin-fidelity mapping, confederate scripts, PEARLS debrief framework, video review, in-situ safety drills.

Sim faculty Confederates Debrief coaches QI teams
Evidence base

Grounded in what matters.

Every scenario is built from primary clinical sources. Every teaching point is citable. No black-box AI-generated content, no unattributed claims.

Clinical References

Rosen's Emergency Medicine (10th ed) — chapter-level citations per scenario.
Tintinalli's Emergency Medicine (9th ed) — secondary cross-reference.
ACLS, ATLS, PALS, NRP — algorithm alignment.
Surviving Sepsis Campaign, ACEP clinical policies.

Trial Evidence

Integrated into debrief Q&A per scenario: SOAP II, SMART, PROCESS / ARISE / ProMISe, STREAM, CRASH-2, and others by clinical context.

Assessment Frameworks

Ottawa Global Rating Scale (Ottawa GRS).
Entrustable Professional Activities (EPAs).
Confidence-weighted scoring (Bruno et al.).
Competency-based medical education (CBME).

Pedagogical Foundations

Deliberate practice (Ericsson).
Spaced repetition (Cepeda).
Mastery learning (Bloom).
PEARLS debrief framework (Eppich & Cheng).

Get in touch

Reach the founder, directly.

SimFolioMD is built independently by an emergency physician. There's no sales team, no gatekeepers. Message me directly on the channel you prefer, or fill in the form and I'll respond within 48 hours.

Dr. Abdulaziz Alsebiheen

Emergency Medicine physician. Founder & sole developer of SimFolioMD. Based in Riyadh, Saudi Arabia. Available for programme pilots, faculty demos, and honest conversations about whether this fits your training needs.

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Owner console · SimFolioMD

Version library.

Direct access to older prototype versions for internal review. These pages are unlisted and only reachable via direct URL.

v10.16 · Auth-Integrated
CURRENT · GATED
Current live prototype. 4-audience selector, 16 scenarios, gold MD wordmark, Register/Login flow.
→ /legacy/v10.html
v0.3 · Combined
LEGACY · BACKUP
Earlier combined prototype (v0.3 + v10.16 embedded). Preserved as reference before the auth integration and MD rebrand.
→ /legacy/v03.html
Owner-only. These URLs are not linked from the public landing.