プロフィール詳細

プロジェクトを作成

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Francesca P.に依頼

United Kingdom

Biomedical Engineer & Computational/Translational Neuroscientist | PET, MRI, Genetics | Clinical Trials, Digital Biomark

プロフィール概要

I am a Biomedical Engineer and Translational Neuroscientist with hands-on experience in neuroimaging (PET, MRI, fMRI, MEG, EEG, in-ear EEG), genetics, and digital biomarkers for neurological and psychiatric disorders. My research spans multiple sclerosis, depression, anxiety, dyslexia, and neurodevelopmental disorders, with a strong translational focus on clinical trials and applied health technology. My work includes: (1) Developing AI-driven conversational agents that use speech as biomarkers of mental health. (2) Designing VR and interactive storytelling platforms to support pediatric speech therapy. (3) Coordinating werable EEG studies to indentify biomarkers of narcolepsy. (4) Applying machine learning and baysian statistics to fMRI data to predict risk for depression. (5) Leading biomarker projects in chronic inflammation in MS using PET, MRI, and genetic data. (6) Creating game-based screening tools for detecting reading disabilities and track executive function in children.

専門分野

• ☆ Biomarkers
• ☆ Neuroscience
• ☆ Statistics
• ☆ Human-Computer Interactions (HCI)
• ☆ Clinical Trials

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Clinical Trial Documentation, Medical Writing

Research User Research, Feasibility Study

Consulting Healthcare Consulting

Data & AI Image Processing, Image Analysis

Product Development Product Evaluation

職務経験

Graduate Research

Politecnico di Milano

10月 2022 - 7月 2023

Neuroscience and testing researcher

IDUN Technologies

2月 2022 - 6月 2022

Reserach assistant

Massachusetts Institute of Technology

3月 2019 - 1月 2020

学歴

PhD in Translational Neuroscience

University of Edinburgh

9月 2023 - 現在

BSc Information Technology and Biomedical Engineering

Univeristy of Padova

9月 2015 - 7月 2018

認定資格

• 認定資格の詳細は未入力です。

出版物

PREPRINT

Francesca Pentimalli, Gianpaolo Palo, Luigi Fiorillo, Giuliana Monachino, Michal Bechny, Michel Walti, Elias Meier, Mark Melnykowycz, Athina Tzovara, Valentina Agostini, et al. (2024). Comparison analysis between standard polysomnographic data and in-ear-EEG signals: A preliminary study . arXiv Accessibility Forum 2024.

JOURNAL ARTICLE

Franca Garzotto, Mattia Gianotti, Alberto Patti, Francesca Pentimalli, Francesco Vona (2024). Empowering Persons with Autism Through Cross-Reality and Conversational Agents . IEEE Transactions on Visualization and Computer Graphics.

Franca Garzotto, Mattia Gianotti, Alberto Patti, Francesca Pentimalli, Francesco Vona (2024). Empowering Persons with Autism through Cross-Reality and Conversational Agents . IEEE Transactions on Visualization and Computer Graphics.

CONFERENCE PAPER

Francesco Vona, Francesca Pentimalli, Fabio Catania, Alberto Patti, Franca Garzotto (2023). Speak in Public: an Innovative Tool for the Treatment of Stuttering through Virtual Reality, Biosensors, and Speech Emotion Recognition .

BOOK CHAPTER

Mattia Gianotti, Alberto Patti, Francesco Vona, Francesca Pentimalli, Jessica Barbieri, Franca Garzotto (2023). Multimodal Interaction for Persons with Autism: The 5A Case Study .