SCIENTIFIC DOSSIER & PEER-REVIEWED SCHOLARSHIP

verifiedVerified Institutional Record • Updated March 2025

Research & Publications

Comprehensive registry of multi-center clinical trials, systematic reviews, validated epidemiological protocols, and algorithmic validation pipelines in health artificial intelligence.

Active Investigator Index H-Equivalent Trajectory

Tier 1 Lead

clinical_notes Protocol Active

Active Clinical Projects

Spanning 4 tertiary referral hospitals

account_balance Competitive

Funded Research Grants

National & Institutional backing

menu_book Published

Scholarly Monographs & Books

Pediatric Ethics & Curricular Guides

public International

Congress Acceptances

IFMSA Global & Gharib Congress

Domain:

Status:

Showing all 6 research investigations and trials syncReal-time Academic Index

psychology Evidence Synthesis Manuscript Under Peer Review

Clinical Utility of Machine Learning in Pre-Hospital Triage: A Systematic Review and Meta-Analysis

Methodology Standards

PRISMA-P & Cochrane Standards. Multi-center data extraction across 4 tertiary hospitals evaluating risk stratification algorithms against Glasgow Coma & Trauma triage scales.

person Fatemeh Mokarrami Lead Author

domain Shahed Medical Research Network & Affiliates

fingerprint PROSPERO ID: CRD4202498214

policy Clinical Ethics verified Accepted • IFMSA World Assembly

Medical Ethics, Patient Autonomy, and Clinical Decision Governance in Modern Practice

Global Assembly Proceeding

Cross-sectional comparative qualitative analysis of informed consent architectures and clinical surrogate decision protocols presented at the IFMSA General Assembly in Almaty, Kazakhstan.

person Mokarrami , F. et al.

location_on Almaty, Kazakhstan • 73rd August Meeting

bookmark Abstract Ref: BIOETH-GA24-002

child_care Pediatric Oncology & Chronic award_star 38th Int'l Congress (Gharib)

Pediatric Patient-Reported Quality of Life Trajectories in Chronic Inpatient Care: The LIFE Protocol Evaluation

Scientific Poster • Cohort Metric

Prospective longitudinal tracking of PedsQL validated scoring amongst pediatric wards with complex prolonged hospitalization regimens and pediatric palliative interfaces.

groups Mokarrami , F. & LIFE Pediatric Collaborative

apartment Children's Medical Center, Tehran

workspace_premium Poster #PED-402 • 2024

Indexed

smart_toy PICU Machine Learning Ongoing Study • Data Extraction

AI-Driven Malnutrition Prediction & Stratification in Pediatric Intensive Care Units (PICU)

Multi-Center Clinical Cohort

Development and internal cross-validation of XGBoost and Bayesian deep classifiers modeling acute nutritional deterioration and prolonged ventilation risk in critically ill neonates and children.

local_hospital Hazrat Ali Asghar Children's Hospital

domain_add Rasool Akram Hospital, IUMS

timeline Patient Cohort: N=1,420 Enrolled

Cohort Data Capture Phase 78% Complete

IR.REC.1402.580

biotech Healthcare Informatics edit_note Manuscript Under Preparation

Evaluating Evidence Quality in Generative AI Clinical Decision Support Tools: A Benchmarking Framework

Benchmarking Protocol

QUADAS-2 adapted and TRIPOD+AI compliant evaluation metric quantifying clinical hallucination rates, citation verifiability, and guideline fidelity across frontier medical LLMs.

person Mokarrami , F. (Lead Investigator)

schema MedAI Research Working Group

dataset Test Battery: 500 Complex Vignettes

Preprint Q2 2025

visibility Pediatric Ophthalmology timer Prospective Longitudinal Cohort

Neurodevelopmental Outcomes in Preterm Infants with Retinopathy of Prematurity (ROP)

Longitudinal Cohort Protocol

24-month developmental follow-up protocol measuring cognitive, motor, and receptive language delays using Bayley Scales-III following anti-VEGF injection versus laser photocoagulation.

domain Hazrat Ali Asghar Children's Hospital

groups_2 Pediatric Neonatology & Retina Service

calendar_month Follow-up Window: 2023–2026

Active Follow-up

menu_book Pediatric & Bioethical Publications

Authored Books & Translated Clinical Monographs

Authoritative clinical handbooks, international pediatric curriculum translations, and core bedside ethics contributions.

NGO PAK Publication

Medical Education Handbook

Step-by-Step Medicine in Canada

گام به گام پزشکی در کانادا

Comprehensive curricular pathway, licensing examinations (MCCQE), and residency navigation dossier for international medical scholars.

Co-Author & Editor

Nelson Textbook of Pediatrics Translation

Reference Textbook

Core Clinical Translation

Nelson Textbook of Pediatrics

ترجمه بخش طب تسکینی کودکان

Official scholarly translation of Pediatric Palliative Care & End-of-Life Symptom Management sections from foundational text.

Official Translator

CHU Sainte-Justine

Bioethics Field Guide

Practical Clinical Ethics Handbook at the Bedside

راهنمای کاربردی اخلاق بالینی

Translation from French of the pragmatic bedside ethics guide developed at CHU Sainte-Justine Montreal.

French to Persian Lead

Dr. Kadivar Reference

Authored Book Chapter

Ethical Challenges in Traditional & Alternative Medicine

تالیف فصل مرجع اخلاق پزشکی

Contributing author on ethical tensions between conventional clinical oncology protocols and alternative pediatric therapies.

Chapter Author

SCHOLARLY IDENTIFIERS & REAL-TIME INDICES

Connect Across Scholarly Registries

Direct verification of bibliographic citations, preprints, dataset repositories, and author disambiguation across global networks.

iD ORCID ID 0009-0009-5106-1501 school Google Scholar Author Profile local_library PubMed / NCBI Author Citations hub ResearchGate Lab Network