Valentina Agostini

Associate Professor in Biomedical Engineering

Politecnico di Torino

Italy

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Valentina Agostini is an Associate Professor in Biomedical Engineering at Politecnico di Torino, Italy. Her research areas include machine learning applications in intraoperative mapping, muscle activation during cyclical movements, and gait assessment in Parkinson's Disease. She has published several articles examining muscle function, balance, and biomechanics in various populations, contributing to advancements in clinical assessments and rehabilitation strategies.

Articles (14)

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2025

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2024

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2024

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2024

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2023

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2023

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2023

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2022

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2021

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2021

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2021

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2021

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2021

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2020

Collaborators (3)

Samanta Rosati

ITALY

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Gabriella Balestra

Associate Professor

Politecnico di Torino

ITALY

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Marco Ghislieri

Fixed-term assistant professor

Politecnico di Torino

ITALY

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Valentina Agostini

Research Interests

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Articles (14)

ML-STIM: Machine Learning for SubThalamic nucleus Intraoperative Mapping

An open-source toolbox for enhancing the assessment of muscle activation patterns during cyclical movements

Comparison analysis between standard polysomnographic data and in-ear-electroencephalography signals: a preliminary study

Foot–Floor Contact Sequences: A Metric for Gait Assessment in Parkinson’s Disease after Deep Brain Stimulation

Multi-scored sleep databases: how to exploit the multiple-labels in automated sleep scoring

Comparison of IMU set-ups for the estimation of gait spatio-temporal parameters in an elderly population

Balance and Muscle Synergies During a Single-Limb Stance Task in Individuals With Chronic Ankle Instability

Biomechanical Assessment of Throwing Gesture and Performance in Female Water-Polo Players

Evaluation of Muscle Function by Means of a Muscle-Specific and a Global Index

Muscle activations during functional tasks in individuals with chronic ankle instability: a systematic review of electromyographical studies

Atypical Gait Cycles in Parkinson’s Disease

An Algorithm for Choosing the Optimal Number of Muscle Synergies during Walking

Machine-Learning-Based Prediction of Gait Events From EMG in Cerebral Palsy Children

Muscle Synergy Assessment During Single-Leg Stance

Collaborators (3)

Samanta Rosati

Gabriella Balestra

Marco Ghislieri

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