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プロフィール詳細

プロジェクトを作成

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Sobhan K.に依頼

United Kingdom

PhD Researcher in Neuroscience & Medicine | AI Researcher | Academic Tutor | with +10 years of experience

プロフィール概要

As a researcher trained at the University of Cambridge in Medicine, I specialist in neuroimaging and artificial intelligence for developing clinically meaningful brain biomarkers. My work focuses on analyzing large-scale MRI, fMRI and EEG datasets using modern machine-learning, graph-theoretic and multimodal modelling approaches to understand brain disorders and predict individual-level outcomes. I'm an active scientific reviewer for leading international journals including The Lancet, The Lancet Neurology, PLOS Biology, Neurology and Biological Psychiatry. I have more than eight years of teaching experience and has trained over one thousand students in my home country, from undergraduate to PhD level, in medical imaging, neuroscience and data-driven research. His technical expertise includes Neuroimaging, Neuroscience, Computational neuroscience, connectomics, Python, MATLAB, machine learning, artificial intelligence and advanced image and signal processing tools used in modern biomedical/medical research.

I have:
•	Worked extensively with multimodal brain imaging data (resting-state fMRI, structural MRI, T1/T2/FLAIR, diffusion MRI, EEG, ASL across both large population cohorts and disease-specific datasets.
•	Built end-to-end analysis pipelines from raw imaging data to publication-ready results using: FSL, AFNI, Freesurfer, SPM, CONN, DPARSF, DPABI, DPABINet, BCT, pNet, BrainNetClass BRAPH, BRAPH2, GraphVar, Panda, Gretna, CAT12, ANTs, Nilearn, PRoNTo, MNE-Python, EEGLAB.
•	Performed functional and structural connectivity analysis, network construction and graph-theoretic feature extraction.
•	Developed machine-learning and AI models for neuroimaging-based prediction and biomarker discovery.
•	Trained statistical and machine-learning models (e.g. regression, classification, normative modelling, graph-based ML and deep learning) to predict disease status, progression and cognitive outcomes.
•	Applied explainable-AI methods to interpret model outputs and identify biologically meaningful brain network patterns.
•	Worked extensively with Python (Nilearn, NumPy, SciPy, scikit-learn, PyTorch), MATLAB and high-performance computing environments to create scalable, reproducible and efficient neuroimaging and machine-learning pipelines.

Overall, I can support clients across all stages of a neuroimaging or medical-AI research project, including:
•	Study design and data organization
•	MRI, fMRI, EEG and diffusion MRI preprocessing
•	Connectivity, network and graph-theoretic analysis
•	Statistical modelling and machine-learning / deep-learning pipelines
•	Biomarker development and disease-prediction models
•	Interpretation, visualisation and preparation of journal-ready figures and results

I am particularly well-suited for projects that require a combination of deep domain expertise in brain imaging and rigorous, modern data-science and AI methodology, especially in clinical and translational neuroscience.

専門分野

サービス

Writing
Research
Consulting
Data & AI
Product Development

Writing Technical Writing, General Proofreading & Editing

Research Market Research, Meta-Research, Feasibility Study, Fact Checking, Gap Analysis, Gray Literature Search, Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Consulting Business Strategy Consulting, Go-to-Market Strategy Consulting, Healthcare Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

Iran Technical & Vocational Training Organization

4月 2018 - 現在

Biomedical Equipment and Imaging Engineer| Optimized Medical Equipment Utilization | Have experience of working with medical imaging systems | Pharmacy Inventory Management | Training and Support for Medical Staff | Collaboration with Interdepartmental Teams

Reza Subspecialty Hospital

11月 2020 - 10月 2021

学歴

PhD in Medicine (Department of Medicine)

UNIVERSITY OF CAMBRIDGE

10月 2025 - 現在

Master of Science (Biomedical Engineering) (Biomedical Engineering Department | Top and first ranked Student in Master Degree | A+ Grade in all 32 credits of Courses | Grade: GPA 4.0/4 | Top Rank in M.Sc. National Entrance exam of the Ministry of Science, Research and Technology |Top Rank in M.Sc. National Entrance Exam of the Ministry of Health and Medical Education of Iran )

Isfahan

2017 - 2020

Bachelor of Science (Biomedical Engineering ) (Biomedical Engineering Department)

Isfahan

2013 - 2017

認定資格

Principles of fMRI 1 by John Hopkins University

Johns Hopkins University

9月 2023 - 現在
Introduction to Machine Learning by DUKE University

Duke University

8月 2023 - 現在
MRI Fundamentals by Korea Advanced Institute of Science and Technology (KAIST)

KAIST (Korea Advanced Institute of Science and Technology)

6月 2023 - 現在
Introduction to Psychology by Yale University

Yale University

5月 2023 - 現在
Introduction to Data Analysis using Excel by Rice University

Rice University

4月 2023 - 現在
Task Design and Brain MRI Image Analysis

Iran National Brain Mapping Laboratory (NBML)

12月 2022 - 現在
Functional Neuroimaging and it's Clinical Applications

Tehran University of Medical Science

9月 2022 - 現在
AI for everyone by DeepLearning.AI

deeplearning.ai

8月 2022 - 現在
Diagnostic Challenges of Cognitive Disorders in Old People

Iran National Brain Mapping Laboratory (NBML)

7月 2022 - 現在
Diagnostic and Therapeutic challenges of Neurodevelopmental Disorders in Children (LD/ADHD/ASD)

Iran National Brain Mapping Laboratory (NBML)

7月 2022 - 現在
Diagnostic and Treatment of Addiction (Drug Abuse)

Iran National Brain Mapping Laboratory (NBML)

7月 2022 - 現在
Diagnostic and Treatment of Traumatic Injuries of the Central Nervous System (CNS)

Iran National Brain Mapping Laboratory (NBML)

7月 2022 - 現在
Pre-Surgical Planning

Iran National Brain Mapping Laboratory (NBML)

6月 2022 - 現在
Advanced Neurobiology I by Peking University

Pekinj University

5月 2022 - 現在
AI in Medical Imaging

Iran National Brain Mapping Laboratory (NBML)

4月 2022 - 現在
Clinical Applications of Brain Stimulation

Iran National Brain Mapping Laboratory (NBML)

7月 2021 - 現在
Repetitive Transcranial Magnetic Stimulation (rTMS)

Iran National Brain Mapping Laboratory (NBML)

7月 2021 - 現在
Sleep Disorders Diagnostic Evaluation

Iran National Brain Mapping Laboratory (NBML)

7月 2021 - 現在
Computational Neuroscience by University of Washington

University of Washington

4月 2021 - 現在
Fundamental Neuroscience for Neuroimaging by John Hopkins University

Johns Hopkins University

4月 2021 - 現在

出版物

JOURNAL ARTICLE

Sobhan Khodadadi Arpanahi, Shahrbanoo Hamidpour, Khatereh Ghasvarian Jahromi (2025). Binary and Weighted Network Analysis and Its Applications to Functional Connectivity in Subjective Memory Complaints: A Resting-State fMRI Approach . Ageing Research Reviews.

Sobhan Khodadadi Arpanahi, Shahrbanoo Hamidpour, Khatereh Ghasvarian Jahromi (2024). Mapping Alzheimer's Disease Stages Toward It’s Progression: A Comprehensive Cross-Sectional and Longitudinal Study Using Resting-State fMRI and Graph Theory . Ageing Research Reviews.

level-one heading

PhD Researcher in Neuroscience & Medicine | AI Researcher | Academic Tutor | with +10 years of experience

Scientific Reviewer

Cerebral Cortex (Oxford Academic)

Scientific Reviewer

Neurology

Scientific Reviewer

Biological Psychiatry

Scientific Reviewer

The Lancet Group

Scientific Reviewer

Plos One

PhD Student at Darwin College, University of Cambridge

Member of Neuroscience and Neuroimaging researcher club, Neuroscience, and Neuroimaging Club | Preclinical Studies, Medical Research, Neuroscience, Neuroimaging, Clinical Research, Clinical Neurophysiology, Brain Research, MRI, Data Analysis

Tehran University of Medical Sciences

Member of Neuroscience and Neuroimaging Researcher Club | Preclinical Studies, Neuroscience, Functional Neuroimaging, Clinical Research, Neuroimaging, fMRI, Computational Neuroscience, Data Analysis, Structural Imaging, Neurophysiology

Iran National Brain Mapping Laboratory (NBML)

Iran Technical & Vocational Training Organization

Iran Technical & Vocational Training Organization

Biomedical Equipment and Imaging Engineer| Optimized Medical Equipment Utilization | Have experience of working with medical imaging systems | Pharmacy Inventory Management | Training and Support for Medical Staff | Collaboration with Interdepartmental Teams

Reza Subspecialty Hospital

PhD in Medicine (Department of Medicine)

UNIVERSITY OF CAMBRIDGE

Isfahan

Bachelor of Science (Biomedical Engineering ) (Biomedical Engineering Department)

Isfahan

Principles of fMRI 1 by John Hopkins University

Johns Hopkins University

Introduction to Machine Learning by DUKE University

Duke University

MRI Fundamentals by Korea Advanced Institute of Science and Technology (KAIST)

KAIST (Korea Advanced Institute of Science and Technology)

Introduction to Psychology by Yale University

Yale University

Introduction to Data Analysis using Excel by Rice University

Rice University

Task Design and Brain MRI Image Analysis

Iran National Brain Mapping Laboratory (NBML)

Functional Neuroimaging and it's Clinical Applications

Tehran University of Medical Science

AI for everyone by DeepLearning.AI

deeplearning.ai

Diagnostic Challenges of Cognitive Disorders in Old People

Iran National Brain Mapping Laboratory (NBML)

Diagnostic and Therapeutic challenges of Neurodevelopmental Disorders in Children (LD/ADHD/ASD)

Iran National Brain Mapping Laboratory (NBML)

Diagnostic and Treatment of Addiction (Drug Abuse)

Iran National Brain Mapping Laboratory (NBML)

Diagnostic and Treatment of Traumatic Injuries of the Central Nervous System (CNS)

Iran National Brain Mapping Laboratory (NBML)

Pre-Surgical Planning

Iran National Brain Mapping Laboratory (NBML)

Advanced Neurobiology I by Peking University

Pekinj University

AI in Medical Imaging

Iran National Brain Mapping Laboratory (NBML)

Clinical Applications of Brain Stimulation

Iran National Brain Mapping Laboratory (NBML)

Repetitive Transcranial Magnetic Stimulation (rTMS)

Iran National Brain Mapping Laboratory (NBML)

Sleep Disorders Diagnostic Evaluation

Iran National Brain Mapping Laboratory (NBML)

Computational Neuroscience by University of Washington

University of Washington

Fundamental Neuroscience for Neuroimaging by John Hopkins University

Johns Hopkins University