Fatemeh Mokarrami
MD Candidate · Clinical AI Scholar · Healthcare Systems Innovator
Bridging translational medical informatics, clinical epidemiology, and pediatric intensive care outcomes. Founder of the SETUP International Academic Consortium and pioneer in pediatric AI diagnostic frameworks.
Education & Formal Training
Doctor of Medicine (M.D.) Candidate
2020 – PresentShahid Beheshti University of Medical Sciences (SBMU) / Tehran University of Medical Sciences
- Ranked 47th nationally in the Iranian National University Entrance Exam (Konkur) out of 350,000+ applicants (Top 0.015%).
- Cumulative Medical Pre-Clinical & Clinical GPA: 3.92 / 4.00 (Rank 1 in Cohort).
- Comprehensive Basic Medical Sciences Board Examination: Scored in 99th National Percentile.
- MD Thesis Focus: "Deep Neural Architectures for Real-Time Pediatric Respiratory Decompensation Risk Forecasting."
Healthcare Leadership & Mini-MBA
2023 – 2024Iranian Health Innovation Institute & Business School
Focus: Clinical operations, health systems economics, hospital venture spin-offs, and health-tech governance.
AI in Healthcare & Deep Learning Specializations
2022 – 2024Stanford Medicine & DeepLearning.AI
Covers AI for Medical Diagnosis (Convolutional Neural Networks for chest radiography), AI for Medical Prognosis (survival analysis, hazard ratios), and Clinical NLP for Electronic Health Records.
Clinical Experience & Hospital Rotations
Pediatric Intensive Care & Neonatology
Mofid Children's HospitalManagement of acute respiratory distress syndrome, sepsis protocols, ventilator weaning, and non-invasive hemodynamic monitoring in tertiary pediatric ICUs.
Emergency Medicine & Trauma Triage
Shohadaye Tajrish HospitalEmergency resuscitation, bedside point-of-care ultrasound (POCUS), severe polytrauma management, and critical airway management.
General Surgery & Operating Theatre
Taleghani HospitalPre-operative evaluation, surgical assistant in acute abdominal interventions, postoperative wound care protocols, and aseptic technique mentoring.
Humanitarian Relief Camps (15+ Missions)
Red Crescent & Medical SocietyDeployed to rural underserved regions (Sistan & Baluchestan, Lorestan). Delivered primary clinical care, childhood immunization audits, and preventative health clinics.
Selected Peer-Reviewed Publications & Preprints
"Transformer-Based Multi-Modal Risk Stratification for Pediatric Acute Hypoxemic Respiratory Failure in Tertiary Care"
Fatemeh Mokarrami, K. Alizadeh, R. Tehrani, et al.
Demonstrated 94.8% AUROC on external validation cohort (n=1,420), reducing time-to-intervention by an average of 3.8 hours compared to conventional PRISM-IV scoring.
"Global Disparities in Pediatric Intensive Care Resource Allocation and Mortality: A Comprehensive Systematic Review of 118 Studies"
Fatemeh Mokarrami, S. Mirghasemi, M. Hosseini.
Synthesized outcomes across 42 countries, establishing pooled mortality odds ratios and publishing an open-access healthcare inequality index for pediatric global health.
"Comparative Validation of Ambient Clinical SOAP Generation via Open vs. Closed Large Language Models in Emergency Medicine"
Fatemeh Mokarrami, H. Daneshvar, et al.
Benchmarking 1,200 clinical encounters against blinded attending physician panels, examining hallucinations, guideline compliance, and time savings.
Funded Research Grants & Academic Honors
National Elite Foundation Investigator Grant
Awarded to top 0.1% medical scholars for pediatric machine learning prognostic framework development.
Pediatric Society Early Innovation Fellowship
Funding for prospective multi-center validation of neonatal non-invasive airway diagnostics.
National Konkur Rank 47 (Top 0.015%)
Recognized by the Ministry of Health and Medical Education for extraordinary nationwide academic excellence.
IFMSA Global Health Delegation Grant
Full sponsorship to represent medical student advocacy on climate-induced pediatric morbidity.
Leadership & Health-Tech Ventures
Founder & General Secretary · SETUP Consortium
2022 – PresentInternational Academic Network of 1,200+ Junior Investigators across 14 Countries
Directs research mentorship cohorts, evidence synthesis workshops, peer-review training, and open-science collaborative initiatives. Organized 18 global symposia.
National Officer & Director · IFMSA / IMSA-Iran
2021 – 2024Standing Committee on Medical Education (SCOME)
Led nationwide reforms in peer-led clinical simulation, ultrasound curriculum adoption, and evidence-based medicine modules for over 5,000 medical students.
Co-Founder & Chief Clinical Officer · ClickNote & BabyNose
2023 – PresentDigital Health & Diagnostic AI Spin-outs
ClickNote converts natural patient-physician acoustic dialogues into structured FHIR-compliant SOAP notes. BabyNose provides non-invasive acoustic airway impedance detection for neonates.
Technical & Methodological Stack
Computational & AI
Python (PyTorch, Hugging Face, Scikit-learn, Pandas), R (Bioconductor, survival analysis, ggplot2), SQL, Git, Linux, Docker.
Clinical Informatics
HL7 FHIR standards, SNOMED-CT, MIMIC-IV clinical dataset modeling, ambient acoustic speech processing, HIPAA/GDPR clinical data governance.
Languages & Writing
English (Full Academic/Fluent, TOEFL 112/120), Persian (Native), Arabic (Working Medical Knowledge), LaTeX, Overleaf, Covidence, RevMan.
Institutional References & Letters of Recommendation
Available on official letterhead upon verified institutional request.