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Hire Oğulcan U.

Italy

USD 50 /hr

Cognitive neuroscience researcher working across MRI/fMRI protocols, and network level modelling in clinical populations

Profile Summary

Cognitive neuroscience researcher specialized in MRI/fMRI preprocessing, multimodal neuroimaging analysis, and connectivity modelling in clinical and research populations. Experienced in full-pipeline workflows using fMRIPrep, FSL, SPM, Nilearn, and XCP-D; extraction of ROI/network time series; and construction of structural, functional, and effective connectivity matrices. Proficient in Python-based analysis (NumPy, SciPy, Pandas, scikit-learn), generative and network models, and quantitative methods for brain–behaviour inference. Previous work includes modelling neural dynamics in neurological patients, integration of MRI/DWI/fMRI datasets, and development of small-scale computational pipelines (DCM, Bayesian model comparison, synthetic fMRI simulations). Support offered includes: dataset preprocessing and QC, statistical modelling, connectivity analysis, figure generation, reproducible Python workflows, and interpretation of neuroimaging results for academic manuscripts, theses, and clinical research projects.

Subject Matter Expertise

• ★ Statistics
• ★ Python
• ★ Magnetic Resonance Imaging (MRI)
• ☆ Biostatistics
• ☆ Signal Processing
• ☆ Data Analysis
• ☆ Image Processing
• ☆ Computer Simulation/Computational Modeling
• ☆ Data Processing
• ☆ Data Visualization
• ☆ Data Collection
• ☆ Machine Learning
• ☆ Statistical Theory
• ☆ Applied Statistics
• ☆ Comparative Analysis
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Bayesian Statistics
• ☆ Correlation Analysis
• ☆ Statistical Computing
• ☆ Medical Statistics
• ☆ Health Data Analysis
• ☆ Medical Imaging/Radiology

Services

• Research
• Data & AI

Research Scientific and Technical Research

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

Work Experience

Padova Neuroscience Center Computational Cognitive Neuroscience Lab

University of Padua

January 2025 - Present

Education

Cognitive Neuroscience and Clinical Neuropsychology (General Psychology)

University of Padua

- Present

Certifications

• Certification details not provided.

Publications

JOURNAL ARTICLE

Akıncı, B., Oğul, Ö.E., Hanoğlu, L., Kulaç, B., Ören, D., Ulu, O., Basançelebi, B. Evaluation of cognitive functions in adult individuals with COVID-19. Neurol Sci (2022). https://doi.org/10.1007/s10072-022-06562-2 .