プロフィール詳細

プロジェクトを作成

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Dr. Jamal E.に依頼

United Kingdom

Medical AI & Machine Learning | Neuroimaging, Biomarkers, Clinical Prediction

プロフィール概要

I am a computational neuroscientist and medical AI researcher at the University of Cambridge, specializing in machine learning for neuroimaging, brain injury, and multimodal clinical data. My work combines CT/MRI imaging, blood biomarkers, and clinical metadata for outcome prediction, patient stratification, imaging biomarkers, and clinical trial design. I can support projects in medical AI, healthcare data science, neuroimaging analysis, predictive modelling, multimodal machine learning, model validation, uncertainty quantification, interpretable AI, and Python-based data science pipelines.

専門分野

• ★ Cognitive Neuroscience
• ★ Machine Learning
• ★ Medical Imaging/Radiology
• ☆ Neuroscience
• ☆ Biotechnology & Bioengineering
• ☆ Data Analysis
• ☆ Image Processing
• ☆ Statistics
• ☆ Medical Statistics
• ☆ Magnetic Resonance Imaging (MRI)
• ☆ Electrocardiogram (ECG)
• ☆ Computed Tomography (CT)

サービス

• Consulting
• Data & AI

Consulting Healthcare Consulting, Scientific and Technical Consulting

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

職務経験

Research Associate

University of Cambridge

9月 2025 - 現在

学歴

PhD Neuroscince

Ludwig Maximilian University of Munich

9月 2021 - 5月 2025

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Jamal Esmaily, Mustafa Yavuz, Bahador Bahrami, Ophelia Deroy (2026). Covert neural and autonomic signatures of shared perception . Social Cognitive And Affective Neuroscience.

Jamal Esmaily, Sajjad Zabbah, Reza Ebrahimpour, Bahador Bahrami (2023). Interpersonal alignment of neural evidence accumulation to social exchange of confidence . eLife.

PREPRINT

Jamal Esmaily, Amir.M Mousavi-Harris, Sajjad Zabbah, Reza Ebrahimpour (2025). Interpretable and Brain-Inspired Recurrent Model of Hierarchical Decision-Making Capturing Trial-by-Trial Variability .

Jamal Esmaily, Mustafa Yavuz, Bahador Bahrami, Ophelia Deroy (2025). Covert neural and autonomic signatures of shared perception .

Jamal Esmaily, Amir.M Mousavi-Harris, Germain Lefebvre, Joaquin Navajas, Bahador Bahrami (2025). Neural and Behavioural Correlates of Variance of Sensory Evidence .

Jamal Esmaily, Germain Lefebvre, Zahra Rezazadeh, Bahador Bahrami (2024). The temporal dynamics of attentional allocation during counterfactual learning .

Jamal Esmaily, Nobuhiro Hagura, Bahador Bahrami (2022). Does decision confidence reflect effort? .