2026
Original
Q1
IF 31
School of Medicine · Tehran University of Medical Sciences
Dr. Seyed Mohammad Ayyoubzadeh
Assistant Professor of Medical Informatics · Department of Medical Education
AI and machine learning in healthcare — specializing in mHealth, IoT, and clinical decision support.
Profile
About Me
Medical informatics with deep experience in AI and digital health
Dr. Seyed Mohammad Ayyoubzadeh is an Assistant Professor of Medical Informatics in the Department of Medical Education, School of Medicine, Tehran University of Medical Sciences, and a member of the Health Information Management Research Center. He also serves as Director of Health IT for the Treatment Deputy Office and as Deputy for International Affairs in the Department of Medical Education. He holds a Ph.D. in Medical Informatics, ranking 1st in Iran's Ph.D. entrance exam.
His expertise lies in AI and machine learning applications in healthcare, focusing on mHealth, IoT, and clinical decision support systems. He is listed among the world's top 1% highly cited researchers in the Essential Science Indicators (ESI) ranking (Clarivate), with over 9,150 citations. He is a collaborator of the Global Burden of Disease (GBD) Study (IHME) and has contributed to about 74 approved research projects.
Key Achievements
- World's top 1% highly cited researchers (ESI / Clarivate, July 2026)
- 1st rank in Iran's Medical Informatics Ph.D. entrance exam
- Best paper award at 22nd Avicenna Festival
- Collaborator, Global Burden of Disease (GBD) Study, IHME
- Member of Iran's National Elites Foundation
Academia
Education
From bachelor's to Ph.D. at Iran's leading universities
Ph.D. in Medical Informatics
2016 - 2021
Tehran University of Medical Sciences
1st rank of Medical Informatics Ph.D. Entrance Exam in Iran
Average: 18.80 out of 20 in courses
Dissertation: Design and evaluation of a remote monitoring system for gastrointestinal cancer survivors after surgery
Dissertation score: 20 out of 20
MSc in Medical Informatics
2013 - 2016
Shahid Beheshti University of Medical Sciences
Thesis: Comparing of the Efficiency of K-Nearest Neighbors (KNN) and Decision Tree Models for Differential Diagnosis of Cardiac Chest Pain
BSc in Information Technology
2007 - 2012
AmirKabir University of Technology
Thesis: Authenticating Email Users through their behavioral model
Educational Highlights
1st Rank
Medical Informatics Ph.D. Entrance Exam in Iran
Excellent Average
18.80 out of 20 in Ph.D. courses
Perfect Score
20 out of 20 for Ph.D. dissertation
Top Universities
Education at Iran's most prestigious universities
Focus
Research Interests
AI and emerging technologies applied to healthcare
Machine Learning & Artificial Intelligence
Development and application of machine learning algorithms for diagnosis, prediction, and decision-making in healthcare
Research Examples:
- Cancer prediction using artificial intelligence
- Cardiac disease diagnosis using data mining
- COVID-19 patient outcome prediction
mHealth & Mobile Health
Design and development of mobile health applications for patient monitoring, education, and care
Research Examples:
- Remote monitoring app for cancer survivors
- Mobile-based pregnancy care system
- Children's health applications
Internet of Things (IoT) in Healthcare
Design and implementation of IoT systems for health monitoring and care
Research Examples:
- Remote monitoring device for surgical patients
- AI-based car accident detection system
- Wearable sensors for health monitoring
Clinical Decision Support Systems
Development of intelligent systems to assist physicians in clinical decision-making
Research Examples:
- Breast cancer diagnosis system
- Mammography report interpretation system
- COVID-19 patient triage system
Research Methodology
Data Analysis
Advanced data mining techniques and statistical analysis
Software Development
Design and implementation of practical software systems
Clinical Evaluation
Evaluation of systems in real clinical environments
Collaborative Research
Collaboration with multidisciplinary and international teams
Research Collaborations
Global Burden of Disease Study (IHME)
Tehran University of Medical Sciences
Shahid Beheshti University of Medical Sciences
Iranian Red Crescent
Tehran Municipality ICT Organization
Scholarship
Publications
75 indexed papers, including major international collaborations
75
Listed papers
25
H-index
9,155
Citations
30
International
17
Corresponding
Metrics from ISID/Scopus (Aug 2026): G-index 75, i10-index 42; Scopus 75, WoS 58, PubMed 37, Google Scholar 87. ESI top 1% highly cited (Clarivate).
2026
Original
Q1
IF 35.9
Global, regional, and national burden of breast cancer among females, 1990-2023, with forecasts to 2050: a systematic analysis for the Global Burden of Disease Study 2023
2026
Original
Q1
IF 2.6
Predicting triage levels in patients presenting with cardiac-related symptoms: a comparison of supervised machine learning methods
2026
Original
Q1
IF 3.1
In silico discovery of novel small-molecule PD-L1 inhibitors through a multi-stage computational workflow integrating machine learning and molecular dynamics
2026
Original
Q2
IF 2.3
Quantitative analysis of obesity predictors: Evidence from the Ravansar non-communicable disease (RaNCD) cohort study
2026
Original
Corresponding
Q1
IF 2.3
Unveiling Epidemiologic Insights: A Case-Control Study of Congenital Cleft Lip and/or Palate Using Association Rule Mining
2025
Original
Q1
IF 88.5
Burden of 375 diseases and injuries, risk-attributable burden of 88 risk factors, and healthy life expectancy in 204 countries and territories, including 660 subnational locations, 1990-2023: a systematic analysis for the Global Burden of Disease Study 2023
2025
Original
Q1
IF 88.5
Global burden of 292 causes of death in 204 countries and territories and 660 subnational locations, 1990-2023: a systematic analysis for the Global Burden of Disease Study 2023
2025
Original
Q1
IF 88.5
The global, regional, and national burden of cancer, 1990-2023, with forecasts to 2050: a systematic analysis for the Global Burden of Disease Study 2023
2025
Original
Q1
IF 88.5
Global age-sex-specific all-cause mortality and life expectancy estimates for 204 countries and territories and 660 subnational locations, 1950-2023: a demographic analysis for the Global Burden of Disease Study 2023
2025
Original
Corresponding
Q1
IF 3.8
Predicting Gestational Diabetes Mellitus in the first trimester using machine learning algorithms: a cross-sectional study at a hospital fertility health center in Iran
2025
Review
Q1
IF 5.2
A review on protein corona formation on nanoparticles and prediction of its composition using artificial intelligence tools
2025
Review
Q1
IF 3.2
AI applications in disaster governance with health approach: A scoping review
2025
Review
Q1
IF 3.2
A systematic review and comparative evaluation to develop and validate a comprehensive framework for cancer surveillance systems
2025
Original
Q1
IF 3.8
Circulating CCN6/WISP3 in type 2 diabetes mellitus patients and its correlation with insulin resistance and inflammation: statistical and machine learning analyses
2025
Original
Q1
IF 5.1
Leveraging ensemble machine learning models (XGBoost and random forest) and genetic algorithms to predict factors contributing to the liposomal entrapment of therapeutics
2025
Original
Q2
IF 3.4
Design, development, and evaluation of an advanced cancer surveillance system
2025
Original
Q2
IF 1.3
Developing a minimum data set for the musculoskeletal physical therapy registry
2025
Original
Corresponding
Q1
IF 6.7
Comparison of laboratory-acquired ZIF-8 drug delivery-related parameters with literature-based data via machine learning tools
2025
Review
Q1
IF 5.3
Extracellular vesicles as therapeutic agents in rheumatoid arthritis: a systematic review of current evidence
2025
Original
Q1
IF 5.1
Genetic algorithm optimization of tree-based models to predict cargo- and carrier-related factors affecting drug release from liposomes
2025
Original
Q1
IF 3.6
Spatiotemporal analysis of gastric cancer incidence in Iran from 2014 to 2018: a geospatial epidemiological study
2025
Original
Q2
IF 2.4
Development and evaluation of the musculoskeletal physical therapy registry in Iran: a step toward enhanced evidence-based practice
2025
Research Letter
Artificial intelligence in drug delivery system development
2024
Original
Q1
IF 88.5
Global burden of 288 causes of death and life expectancy decomposition in 204 countries and territories and 811 subnational locations, 1990-2021: a systematic analysis for the Global Burden of Disease Study 2021
2024
Original
Q1
IF 45.5
Global, regional, and national burden of disorders affecting the nervous system, 1990-2021: a systematic analysis for the Global Burden of Disease Study 2021
2024
Original
Q1
IF 88.5
Global age-sex-specific mortality, life expectancy, and population estimates in 204 countries and territories and 811 subnational locations, 1950-2021, and the impact of the COVID-19 pandemic: a comprehensive demographic analysis for the Global Burden of Disease Study 2021
2024
Original
Q1
IF 88.5
Global fertility in 204 countries and territories, 1950-2021, with forecasts to 2100: a comprehensive demographic analysis for the Global Burden of Disease Study 2021
2024
Review
Corresponding
Q1
IF 3.9
Artificial intelligence in nanotechnology for treatment of diseases
2024
Original
Q1
IF 88.5
Global, regional, and national stillbirths at 20 weeks' gestation or longer in 204 countries and territories, 1990-2021: findings from the Global Burden of Disease Study 2021
2024
Original
Corresponding
Q1
IF 4.6
Toxicity prediction of nanoparticles using machine learning approaches
2024
Original
Q1
IF 88.5
Burden of disease scenarios by state in the USA, 2022-50: a forecasting analysis for the Global Burden of Disease Study 2021
2024
Original
Q1
IF 3.9
Practical Evaluation of ChatGPT Performance for Radiology Report Generation
2024
Review
Corresponding
Q1
IF 3
A systematic review of Earthquake Early Warning (EEW) systems based on Artificial Intelligence
2024
Original
Q2
IF 2.1
Prediction of ovarian cancer using artificial intelligence tools
2024
Review
Corresponding
Q2
IF 4.5
Machine learning approaches for recognition and classification of nanomaterial morphology
2024
Review
Q2
IF 4.5
Drug delivery system tailoring via metal-organic framework property prediction using machine learning: A disregarded approach
2024
Review
Q2
IF 2.4
Predicting Pharmacokinetics of Drugs Using Artificial Intelligence Tools: A Systematic Review
2024
Review
Q2
IF 4.5
Machine learning-assisted rheumatoid arthritis formulations: A review on smart pharmaceutical design
2024
Original
Q2
IF 2.2
CCN5/WISP2 serum levels in patients with coronary artery disease and type 2 diabetes and its correlation with inflammation and insulin resistance; a machine learning approach
2024
Review
Q2
IF 2.1
Physical therapy registries worldwide: A systematic review
2024
Original
Q2
IF 2.1
A mobile application for postoperative education of caregivers of children with congenital hypospadias: Requirement analysis
2023
Review
Corresponding
Q1
IF 3.4
Predicting the toxicity of nanoparticles using artificial intelligence tools: a systematic review
2023
Original
Q2
IF 2.7
Remote Monitoring of Colorectal Cancer Survivors Using a Smartphone App and Internet of Things-Based Device: Development and Usability Study
2023
Review
Q1
Mobile health applications for children's oral health improvement: A systematic review
2023
Original
Q2
IF 3.4
Exploring the geospatial epidemiology of breast cancer in Iran: identifying significant risk factors and spatial patterns for evidence-based prevention strategies
2023
Original
Q2
IF 2.1
Evaluation of overweight control applications with cognitive-behavioral therapy approach: A systematic review
2023
Original
Corresponding
Q2
IF 2.1
Prognosis of COVID-19 patients using lab tests: A data mining approach
2023
Review
Corresponding
Q1
IF 3.6
The role of hand fingerprints on predisposition of cancer development
2023
Original
Q1
IF 2.1
Synthesis and Radiolabeling of Glu-Urea-Lys with 99mTc-Tricarbonyl-Imidazole-Bathophenanthroline Disulfonate Chelation System and Biological Evaluation as Prostate-Specific Membrane Antigen Inhibitor
2023
Research Letter
Corresponding
Q2
IF 2.1
Predicting the mortality of patients with Covid-19 A machine learning approach: Correspondence
2023
Original
Q2
IF 2.1
Discovering associations between radiological features and COVID-19 patients' deterioration
2022
Original
Q2
Prediction of Breast Cancer using Machine Learning Approaches
2022
Original
Q2
IF 2.1
Internet of Things and healthcare system: A systematic review of ethical issues
2022
Original
Q2
IF 2.7
A Smartphone Remote Monitoring App to Follow Up Colorectal Cancer Survivors: Requirement Analysis
2022
Original
Corresponding
Q2
Prediction of COVID-19 Patients' Survival by Deep Learning Approaches
2022
Original
Q2
IF 1.3
Persian mobile health applications for COVID-19: A use case-based study
2022
Original
Q3
Requirement Analysis of mHealth app for Pregnancy Care and a Framework Suggestion for Evaluating Pregnancy Mobile Apps
2022
Letter
Q3
Digital Health Tools for Prenatal Care in COVID-19 Pandemic
2021
Review
Q1
IF 3.6
An investigation of affecting factors on MOF characteristics for biomedical applications: A systematic review
2021
Original
Q2
IF 2.1
Mobile health technology and healthcare providers: Systemic barriers to adoption
2021
Review
Corresponding
Q1
IF 6
Digital health solutions to control the COVID-19 pandemic in countries with high disease prevalence: Literature review
2021
Review
Q2
IF 1.8
Controllable synthesis of polymeric micelles by microfluidic platforms for biomedical applications: A systematic review
2021
Review
Q1
IF 4.1
A systematic review of decision aids for mammography screening: Focus on outcomes and characteristics
2021
Original
Q3
E-booking websites in iranian public clinics: A step toward health equity
2021
Original
Q3
Early Breast Cancer Prediction Using Dermatoglyphics: Data Mining Pilot Study in a General Hospital in Iran
2021
Original
Q4
Classification of Chest Radiology Images in Order to Identify Patients with COVID-19 Using Deep Learning Techniques
2020
Original
Q1
IF 3.9
Predicting COVID-19 incidence through analysis of Google trends data in Iran: Data mining and deep learning pilot study
2020
Review
Q2
Challenges and practical considerations in applying virtual reality in medical education and treatment
2020
Original
Q1
IF 3.4
A study of factors related to patients' length of stay using data mining techniques in a general hospital in southern Iran
2020
Review
Q1
IF 3
Supporting colorectal cancer survivors using eHealth: a systematic review and framework suggestion
2020
Original
Corresponding
Q1
IF 3.4
A decision support system for mammography reports interpretation
2018
Original
Corresponding
Q1
IF 3.2
Study of challenges to utilise mobile-based health care monitoring systems: A descriptive literature review
2015
Original
Corresponding
Q1
IF 2.3
On the second moment of a stochastic radiation field
2012
Original
Corresponding
Q1
IF 2.3
On an improved Direct Discrete Method and its application in two dimensional multi-group neutron diffusion equation
Academic profiles
For the complete list and citation metrics, visit the academic profiles.
Publishing
Books
3 titles including books and book chapters
3
Titles
2
Books
1
Chapters
3
Publishers
Authorship
Edition: 1st
Complete HTML Training with JavaScript
Authorship
Edition: 1st
Digital Health
Book chapter
Edition: 1st
Artificial Intelligence in Biomaterials Design and Development
Chapter: AI in Drug Delivery Development
Toolkit
Skills & Expertise
Technical skills for digital health research and development
Programming Languages
Python
Machine Learning, Data Analysis, Web Development
C#.NET
Desktop Development, ASP.NET Core, Web API
Node.js
Server Development, API, Web Applications
JavaScript/TypeScript
Frontend Development, Angular, Ionic
Database Management
Oracle
Administration, Optimization, Development
MS SQL Server
Administration, T-SQL, Reporting
PostgreSQL
Relational databases, querying, and optimization
Data Mining & AI Tools
WEKA
Machine Learning, Classification, Clustering
Rapid Miner
Data Preprocessing, Modeling, Evaluation
TensorFlow/Keras
Deep Learning, Neural Networks
Hardware & Electronics
PCB Design
PCB Design with Altium Designer
Arduino
Microcontroller Programming, IoT Projects
SolidWorks
3D Design, Mechanical Modeling
General IT Skills
Networking
Network Concepts, IP, IP Cameras
Information Security
ISO 27001, Internal Auditing
Project Management
Planning, Execution, Monitoring
Skills Summary
15+
Programming Languages
10+
Specialized Tools
8+
Platforms & Technologies
20+
Successful Projects
Career
Professional Experience
Academic leadership and applied technology roles
Assistant Professor
Jan 2026 - Present
Department of Medical Education, School of Medicine, TUMS
Teaching and research in medical informatics, AI, and digital health; member of the Health Information Management Research Center
Director of IT and Health IT, Treatment Deputy Office
Sep 2025 - Present
Vice-Chancellery for Treatment, Tehran University of Medical Sciences
Leading IT and health information technology for university treatment services
Assistant Professor
May 2025 - Jan 2026
Department of Digital Health, School of Medicine, TUMS
Head of Information Technology
Feb 2023 - May 2025
School of Allied Medical Sciences, Tehran University of Medical Sciences
Management and supervision of IT systems and digital infrastructure for the school
Assistant Professor
Sep 2022 - May 2025
Department of Health Information Management and Medical Informatics, School of Allied Medical Sciences
Lecturer
Nov 2021 - Sep 2022
Tehran University of Medical Sciences
Seasonal teaching in information technology and medical informatics
Automated Fare Collection (AFC) Software Developer
Dec 2021 - May 2022
Tehran Municipality · Contract
Software Developer
Oct 2021 - Jan 2022
Mofid Securities
Developer
Aug 2014 - Oct 2021
Tehran Municipality
E-Ticket project: Oracle database development, ASP.NET development, and system design
IT Consultant
Mar 2016 - Aug 2022
Memar Exchange
Private Teacher
Jan 2014 - May 2018
ModaresineTehran Institute
Programming fundamentals, advanced programming (C# and Java), MATLAB
Web Developer
Mar 2013 - Aug 2013
FARA Company
ASP.NET web development
IT Manager
Mar 2011 - Aug 2012
Memar Exchange
VOIP system establishment, software project management and website development
Network Administrator
Sep 2009 - Mar 2011
Memar Exchange
DVR and NVR system deployment, software improvements and maintenance
Experience Highlights
Team Management
Leading multidisciplinary teams in various projects
Project Management
Successfully managing over 20 research and industrial projects
Teaching & Training
Teaching at prestigious universities and conducting specialized workshops
International Collaboration
Collaboration with international researchers and institutions, including IHME / GBD
Service
Academic & Executive Roles
21 appointed academic and executive roles
21
Roles
1400–1404
Appointment span
6+
Units
5+
Leadership
Associate Editor, Iranian Journal of Pharmaceutical Research
Iranian Journal of Pharmaceutical Research
Associate Editor, Iranian Red Crescent Medical Journal
Iranian Red Crescent Medical Journal
Member, Health Information Management Research Center
Health Information Management Research Center
Faculty Member, Department of Medical Education
Tehran University of Medical Sciences
Deputy for International Affairs, Department of Medical Education
Department of Medical Education
Head, Health IT Experts Group — TUMS Vice-Chancellery for Treatment
Decree 6112/55/11/1404 · 16/06/1404
University Vice-Chancellor for Treatment
International Liaison, Digital Health Department
Decree 3719/71/11/1404 · 27/02/1404
Head, Digital Health Department
Member, Simulation in Education Council
Decree 9816/52/11/1403 · 04/09/1403
University Vice-Chancellor for Education
Member, Health Committee of Iran AI Specialized Council
Decree 331/ر/403 · 18/09/1403
Chair, Iran AI Specialized Council
Examiner, PhD Comprehensive Exam in Health Information Management (2024)
Decree 222/72/33/1403 · 06/06/1403
Vice-Dean for Education
Member, Systematic Review and Meta-Analysis Studies Committee
Decree 825/72/11/1403 · 23/04/1403
Vice-Dean for Research
Member, Darolfonoon Comprehensive Medical Laboratory Launch Council
Decree 517/72/11/1403 · 07/03/1403
Dean, School of Allied Medical Sciences
Liaison, Citizen Rights Protection Committee
Decree 2999/72/11/1402 · 19/10/1402
Dean, School of Allied Medical Sciences
Member, Simulation-Based Education Committee
Decree 2564/72/11/1402 · 07/09/1402
Vice-Dean for Education
Examiner, PhD Comprehensive Exam in Medical Informatics (2023)
Decree 2702/72/11/1402 · 20/08/1402
Vice-Dean for Education
Member, Scientific Committee of Technology Event
Decree 36582/01/23/1402 · 01/07/1402
Vice President for Education, Research & Technology, IRCS
Member, School Informatics Council
Decree 2352/72/11/1401 · 10/11/1401
Dean, School of Allied Medical Sciences
Member, School International Council
Decree 2052/72/11/1401 · 03/10/1401
Vice-Dean for International Affairs
International Liaison, Health Information Management Department
Decree 2052/72/11/1401 · 03/10/1401
Vice-Dean for International Affairs
Head of Faculty Informatics and Information Technology
Decree 2184/72/11/1401 · 14/10/1401
Dean, School of Allied Medical Sciences
Member, IT Executive Committee
Decree 2874/72/11/1400 · 06/11/1400
Dean, School of Allied Medical Sciences
Teaching
Courses Taught
46 unique courses across 13 programs
46
Courses
7
Doctoral
17
Master's
22
Bachelor's
Doctoral
| Course | Program level |
|---|---|
| Introduction to Information Engineering | PhD Medical Informatics |
| Principles of Medical Systems & Software Design | PhD Medical Informatics |
| Evaluation Methods in Medical Informatics | PhD Medical Informatics |
| Data Structures & Programming Principles | PhD Medical Informatics |
| Artificial Intelligence | PhD Neuroscience |
| Data Structures & Programming | PhD Health Information Management |
| Computer Applications in Dentistry | DDS / Doctor of Dental Surgery |
Master's
| Course | Program level |
|---|---|
| Computer Networks & Security Principles | MSc Medical Informatics |
| Web Programming (.NET) | MSc Medical Informatics |
| Health Information Systems Analysis & Modeling | MSc Medical Informatics |
| HCI / Evaluation in Health Systems | MSc Medical Informatics |
| Medical Informatics Seminar | MSc Medical Informatics |
| Research Seminar | MSc Medical Informatics |
| Object-Oriented Programming Fundamentals | MSc Medical Informatics |
| Thesis | MSc Medical Informatics |
| Communication Technologies in Telehealth | MSc Telehealth |
| Software Programming Fundamentals | MSc Telehealth |
| Entrepreneurship in Health IT | MSc Telehealth |
| Internship | MSc Telehealth |
| Smartphone Application Programming | MSc Health Information Technology |
| Web Programming | MSc Health Information Technology |
| Data Structures & Computer Programming | MSc Health Information Technology |
| Research Seminar | MSc Health Information Technology |
| Health Communication Technology | MSc Health Information Technology |
Bachelor's
| Course | Program level |
|---|---|
| IT in the Operating Room | BSc Operating Room Technology |
| Practical Computer | BSc Radiotherapy Technology |
| Theoretical Computer | BSc Radiotherapy Technology |
| Introduction to Modern Information Technology | BSc Radiology Technology |
| Computer | BSc Laboratory Sciences |
| Introductory Programming Lab | BSc Health Information Technology |
| Advanced Programming Lab | BSc Health Information Technology |
| Health Data Analysis & Visualization Lab | BSc Health Information Technology |
| Computer Networks Lab | BSc Health Information Technology |
| Computer Fundamentals Lab | BSc Health Information Technology |
| Databases Lab | BSc Health Information Technology |
| Introductory Programming | BSc Health Information Technology |
| Advanced Programming | BSc Health Information Technology |
| Health Data Analysis & Visualization | BSc Health Information Technology |
| Data Structures | BSc Health Information Technology |
| Data Structures & Computer Programming | BSc Health Information Technology |
| Computer Networks | BSc Health Information Technology |
| Computer Fundamentals | BSc Health Information Technology |
| Databases | BSc Health Information Technology |
| Research Project | BSc Health Information Technology |
| Internship: Health Indicators & Data Analysis | BSc Health Information Technology |
| Information Technology | BSc Prehospital Emergency Medicine |
Workshops Instructed
- Ligand-Based Drug Design using Artificial Intelligence Incubation Center for Pharmaceutical Technologies, SBMU (2024)
- Get your first machine learning paper published School of Allied Medical Sciences, TUMS (2023)
- Clinical Guidelines implementation using FHIR and CQL Tehran University of Medical Sciences (2023)
- AI in Traditional Medicine Traditional Medicine and Materia Medica Research Center, SBMU (2023)
- Scientific essay writing School of Allied Medical Sciences, TUMS (2022)
Products
Live Systems & Projects
Selected systems I designed and built that are live in production
Medical education
Clinical Pharmacy Internship
Role-based management of clinical wards, residents, and internship grades with Jalali calendar support.
Visit project
Digital health
Health IT Virtual Console
Unified TUMS treatment-affairs platform for inspection, reporting, infection control, and nursing indicators.
Visit project
Research tools
PubScore — Publication Scoring
ISID profile analysis with academic impact scoring and CSV export for review committees.
Visit project
AI tooling
HF Mirror — Hugging Face Downloads
Fetch Hugging Face model repositories onto the server and serve files for local download.
Visit project
Healthcare
Binesh Wound Clinic
Wound assessment and follow-up system for Binesh Wound Clinic.
Visit project
Enterprise
Sajam — Property Management
Comprehensive real-estate and property management system.
Visit project
Medical website
Dr. Marjan Ahmadi Website
Specialty perinatology site covering pregnancy care services, education, and clinic contact details.
Visit project
Grants
Research Projects
50 approved research plans across Iranian medical universities
50
Total plans
26
In progress
4
Approved
20
Completed
#1
In progress
Machine-learning system to predict fertility intention among married couples
معصومه سیمبر، سپیده رضایی قمصری، ماهرخ دولتیان، زهرا کیانی، سید محمد ایوبزاده
#2
In progress
AI tools for nanomedicine and precision drug development
فاطمه قربانی بیدکرپه، زهرا انوری رستمی، پرنیا آفتابی، سید محمد ایوبزاده، نیلوفر معصومی، مریم کاظمی، مهناز احمدی، ریحانه مسعودیفر، نیکی پویانفر
#3
Approved
Machine-learning analysis of autophagy markers in liver cancer
سید محمد ایوبزاده، ملیکا عاملی مجرد، ماندانا عاملی مجرد، مصطفی صابریان
#4
Approved
Clinical, technical, ethical and regulatory requirements for an AI digital therapeutic for PTSD
ریحانه وحیدیان صادق، سید محمد ایوبزاده، زینب برزگر، جعفر بولاهری، مرتضی ناصربخت
#5
In progress
Kidney anomaly detection and classification with pretrained, custom and transformer networks
ثریا رضایی، محمدهادی قهرودی تالی، سید محمد ایوبزاده، لیلا راننده کلانکش، فرهنوش فرنود
#6
In progress
ZIF-8/rosuvastatin wood composite with mucilage for bone regeneration
فاطمه قربانی بیدکرپه، نیکی پویانفر، سید فرشاد حسینی شیرازی، الهام اسدیان، گلرخ فرنام، مهناز احمدی، سید محمد ایوبزاده
#7
Approved
Multimodal AI diagnostic models for early Alzheimer detection and personalized care
غلامرضا حسنزاده، بهادر مکیآبادی، فاطمه حاجیعلی عسگری، سید محمد ایوبزاده، لیدا شفقی، سیمین محکیزاده
#8
In progress
Deep-learning classification of endometrial tissue images
ثریا رضایی، سید محمد ایوبزاده، شراره رستمنیکان کلهری، سهیلا سعیدی، علیرضا بنای یزدیپور، صادق دهقانی، پروین حکیمی، نرگس نوروزخانی
#9
In progress
AI clinical decision support for culture-aware, climate-friendly nutrition advice
کوروش جعفریان، سید رضا سبحانی، فاطمه فهیمی اسکوئی، مریم کریم دهنوی، محمدرضا علیاکبری، محمد حیدری، سید محمد ایوبزاده
#10
In progress
ML model for maternal weight gain and newborn birth-weight prediction
سید رضا سبحانی، محمدرضا علیاکبری، الیاس باستانیفر، محمد حیدری، سید محمد ایوبزاده، امید امامی
#11
Approved
Clinical nutrition and food-service guidelines for hospital crisis management
مهدی صادقیان خوراسگانی، علی گنجعلیخان حاکمی، ماجده منصوری، رامش عالیپور، محبوبه سادات ابراهیمنژاد شیروانی، سید محمد ایوبزاده، پرشنگ ناظمی
#12
In progress
Faculty perspectives on LLMs in medical education at TUMS
شراره رستمنیکان کلهری، محمد حیدری، سید محمد ایوبزاده، شهره نادری مقام، محبوبه شالی
#13
In progress
ML prediction of chitosan hydrogel porosity for tissue engineering
مهناز احمدی، سید محمد ایوبزاده، کامیار خوشنویسان، فروغ شمس، الهام شریف، نادر هاشمی
#14
In progress
ML prediction of aqueous solubility for drug design
مهناز احمدی، سید محمد ایوبزاده، علیرضا بنای یزدیپور، فاطمه قربانی بیدکرپه، نیکی پویانفر، شایا مختاری
#15
In progress
RAG model to improve geriatric care
شراره رستمنیکان کلهری، سید محمد ایوبزاده، علیرضا نمازی شبستری، مرضیه جهانیان، عطا امینی، ملیکا وفامند، علی شنائی
#16
In progress
LLM/RAG app to optimize coronary CT angiography protocols and reduce dose
وحید چنگیزی، محمد اکبرنژاد بایی، صادق دهقانی، شاپور شیرانی، سید محمد ایوبزاده
#17
In progress
Android educational app for computer fundamentals — Mashhad Allied Health
علیرضا بنای یزدیپور، سید محمد ایوبزاده، علیرضا علیآبادی، ثریا رضایی، مهدی یزدی، مجید خادم رضائیان
#18
In progress
Personalized learning platform for ENT residents based on patient cases
شراره رستمنیکان کلهری، سید محمد ایوبزاده، پرنیا حسینی یزدی، ابراهیم کریمی
#19
In progress
ML prediction of polymeric nanoparticle loading capacity
فاطمه قربانی بیدکرپه، مهناز احمدی، سید محمد ایوبزاده، آرش مقصودلو، آذین بیگزاده، آرین رضایی ارجرودی
#20
In progress
ML and molecular docking for chemotherapy drug–interaction prediction
مهناز احمدی، سید محمد ایوبزاده
#21
Completed
Review of nanoparticle protein corona formation and AI-based composition prediction
مهناز احمدی، فاطمه قربانی بیدکرپه، سید محمد ایوبزاده
#22
In progress
AI-based colon disease detection from endoscopy images
سهیلا سعیدی، ثریا رضایی، سید محمد ایوبزاده، شراره رستمنیکان کلهری، علیرضا بنای یزدیپور، علیرضا خلیلیان، صادق دهقانی
#23
Completed
AI prediction of ZIF-8 nanoparticle properties with laboratory evaluation
فاطمه قربانی بیدکرپه، نیکی پویانفر، مهناز احمدی، سید محمد ایوبزاده، نیلوفر معصومی
#24
Completed
RAG-optimized LLMs for cardiac Cine MRI technique parameters
صادق دهقانی، سید محمد ایوبزاده، سعید دبیریفر، علیرضا بنای یزدیپور، شراره رستمنیکان کلهری، ثریا رضایی، ولیالله بایگی، ساناز موحد، سهیلا سعیدی، محمد اکبرنژاد بایی
#25
In progress
Deep-learning detection of brain tumors in MRI
علیرضا بنای یزدیپور، صادق دهقانی، شراره رستمنیکان کلهری، سید محمد ایوبزاده، ثریا رضایی، سهیلا سعیدی، مژگان تنهاپور، مهناز احمدی، حانیه محبی
#26
Completed
Incremental deep-learning mammography diagnostic system
سید محمد ایوبزاده، محمدهادی قهرودی تالی، نسرین احمدینژاد، وحید چنگیزی
#27
Completed
Deep-learning segmentation and quantification of myocardial infarction MRI
سید محمد ایوبزاده، صادق دهقانی، سعید صادقی، شراره رستمنیکان کلهری، محمد طاهر احمدی، ایلیا سعادتی
#28
In progress
Evaluating O4-GPT and Claude-3.5 for chronic kidney disease diagnosis and prediction
شراره رستمنیکان کلهری، سید محمد ایوبزاده، شهریار ناجی، محمد طاهر احمدی
#29
In progress
AI model to predict DMARD treatment response
کامیار داوریکیا، هادی اسماعیلی، مهناز احمدی، سید محمد ایوبزاده، پریسا دلکش
#30
Completed
Machine-learning–guided rheumatoid arthritis formulations
نیکی پویانفر، فاطمه قربانی بیدکرپه، مهناز احمدی، سید محمد ایوبزاده
#31
In progress
AI prediction of gold nanostructure efficacy in photothermal therapy
مهناز احمدی، الهام اسدیان، سید محمد ایوبزاده
#32
Completed
Translation and cultural adaptation of a mHealth app usability instrument
سید محمد ایوبزاده، شراره رستمنیکان کلهری، حامد صمدپور، فاطمه لطفی، رضا ربیعی، علیرضا بنای یزدیپور
#33
In progress
Deep-learning prediction of COVID-19 patient outcomes
سعید غلامزاده، فریبا خونرز، محمود خدادوست، سید محمد ایوبزاده، عاطفه نیتی
#34
In progress
IoT and machine-learning rapid road-accident alert system
سید محمد ایوبزاده، شراره رستمنیکان کلهری
#35
In progress
Machine-learning factors associated with angiography in coronary artery disease
سهیلا سعیدی، امیرحسین یزدی، حمید بورقی، علی محمدپور، طالب خداویسی، سید محمد ایوبزاده، شیوا خشنودی، سید عابدین حسینی آهنگری، علی پورمحمدی، فرهود مومنپور
#36
In progress
AI analysis of RAGE gene and soluble protein effects in multiple sclerosis
محمدرضا صفری، سهیلا سعیدی، سید محمد ایوبزاده، مهردخت مزده، علی پورمحمدی
#37
Completed
Data-mining approaches for nanoparticle toxicity prediction
فاطمه قربانی بیدکرپه، مهناز احمدی، سید محمد ایوبزاده
#38
Completed
Review of ML approaches for predicting metal–organic framework properties
فاطمه قربانی بیدکرپه، مهناز احمدی، نیکی پویانفر، سید محمد ایوبزاده
#39
Completed
Systematic review of AI tools for drug pharmacokinetic prediction
مهناز احمدی، مهدیه آبیار قمصری، سید محمد ایوبزاده
#40
Completed
Comparing selected AI models for ovarian cancer prediction
سید محمد ایوبزاده، علیرضا بنای یزدیپور، فاطمه قربانی بیدکرپه، مهناز احمدی، مرجان احمدی
#41
Completed
Data-mining factors associated with congenital cleft lip (Mahkam Institute, 2006–2021)
سید محسن لعل موسوی، لیلا شاهمرادی، مریم علیدادی، صلاحالدین دلشاد، اعظم صباحی، ثریا رضایی، سید محمد ایوبزاده
#42
Completed
Electronic health record for twin school students
سید حمیدرضا ابطحی، مهسا صوتی خیابانی، سید محمد ایوبزاده، مرسا غلامزاده، زهرا طالب
#43
Completed
Behyar telecare system for postoperative gastric and colorectal cancer patients
سید محمد ایوبزاده، شراره رستمنیکان کلهری، محمد شیرخدا، نیلوفر محمدزاده
#44
Completed
AI methods for managing COVID-19 patients in intensive care
شراره رستمنیکان کلهری، مهدی ابراهیمی، سید حمیدرضا ابطحی، سید محمد ایوبزاده، مرسا غلامزاده، احمد ناصرپور، حمیدرضا مهارلو
#45
Completed
Evaluation of Persian-language COVID-19 mobile health applications
شراره رستمنیکان کلهری، رسول نوری، مرجان قاضی سعیدی، مبین یاسینی، مرسا غلامزاده، سید محمد ایوبزاده
#46
Completed
COVID-19 ICU triage and outcome prediction
شراره رستمنیکان کلهری، سید حمیدرضا ابطحی، مهدی ابراهیمی، سید محمد ایوبزاده، حمیدرضا مهارلو، مرسا غلامزاده
#47
In progress
Competitive platform for ranking AI algorithms for COVID-19 diagnosis
حسین قناعتی، سید محمد ایوبزاده، محمد شیرخدا، شراره رستمنیکان کلهری، و همکاران
#48
Completed
Deep learning for COVID-19 detection from lung images
سید محمد ایوبزاده، شراره رستمنیکان کلهری، مرسا غلامزاده
#49
Completed
Decision-support system for breast cancer prediction using fingerprint patterns and data mining
سکینه عباسی، شراره رستمنیکان کلهری، سید محمد ایوبزاده، آیسان الماسی زند
#50
Completed
Remote monitoring system for postoperative gastric and colorectal cancer patients
شراره رستمنیکان کلهری، سید محمد ایوبزاده، محمد شیرخدا
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Recognition
Awards & Honors
Scientific and professional recognition
World's Top 1% Highly Cited (ESI)
Essential Science Indicators global ranking (Clarivate Analytics) — School of Medicine, TUMS
2026
GBD Study Collaborator
Collaborator, Global Burden of Disease (GBD) Study, Institute for Health Metrics and Evaluation (IHME)
2024 - Present
Best Paper Award
22nd Avicenna Festival - "Predicting COVID-19 incidence through analysis of google trends data in Iran"
2023
Associate Editor
Iranian Red Crescent Medical Journal (2024–) and Iranian Journal of Pharmaceutical Research (2023–)
2023 - Present
Member of Iran's National Elites Foundation
Membership in Iran's National Elites Foundation with military service facilities
2020-2021
1st Team Rank
1st Legalomed Entrepreneurship Festival
2021
1st Team Rank
Smart Startup Propulsion Event
2017
1st Rank in Ph.D. Entrance Exam
Medical Informatics Ph.D. Entrance Exam in Iran
2016
Exceptional Talents Development Center
Member of Tehran University of Medical Sciences Exceptional Talents Development Center
2016-2021
National Patent
Intelligent public transport SMS system — Register No. 389020844
2010
Honors Summary
Top 1%
ESI Clarivate
2
Associate Editorships
10+
Awards & Honors
15+
Years of Success
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Contact Information
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+98 (21) 88982886Mobile
+98 9127974887Address
Tehran, Iran
Workplace
Department of Medical Education, School of Medicine, Tehran University of Medical Sciences
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