clinical validation of Artificial Intelligence for providing a personalized motor clinical profile assessment and rehabilitation of upper limb in children with unilateral Cerebral Palsy

Projektinformationen

AInCP

ID Finanzhilfevereinbarung: 101057309

DOI

10.3030/101057309

EK-Unterschriftsdatum 18 Mai 2022

Startdatum 1 Juni 2022

Enddatum 31 Mai 2027

Finanziert unter

• Health

Gesamtkosten

€ 6 494 092,50

EU-Beitrag

€ 6 494 092,00

Koordiniert durch

UNIVERSITA DI PISA
Italy

CORDIS bietet Links zu öffentlichen Ergebnissen und Veröffentlichungen von HORIZONT-Projekten.

Links zu Ergebnissen und Veröffentlichungen von RP7-Projekten sowie Links zu einigen Typen spezifischer Ergebnisse wie Datensätzen und Software werden dynamisch von OpenAIRE abgerufen.

Leistungen

Documents, reports (10)

First version of the Ethical manual

This document will report the first version of the Ethical Manual for what concerns the ethics issues to be monitored during the implementation of the AI-solutions

RCT study subject approvals package

This report will provide all the documents for starting the RCT trial

Data management plan [periodically updated]

Data management plan based on the FAIR principles and outline how data will be handled during and after the project, describe what data will be collected, processed or generated and following what methodology and standards, how this data will be shared and made open, where it will be deposited, and how data will be curated and preserved.In the cases where the datasets cannot be publicly shared (will 'opt-out'), the justification will be provided in their metadata descriptions (e.g. ethical, rules of personal data, intellectual property, commercial, privacy-related, security related). It will be periodically updated.

DECO Materials 1

A first DECO materials report containing the description of main activities, findings and materials adopted in the first 18 months of project activities will be provided.

Study subject approval LMIC packages

This report will provide all the documents submitted to Georgia Ethics Committe for starting the Observational study

AInCP management guidelines and good practices [periodically updated]

This document will include the main guidelines and rules agreed among the partners for carrying out the project in accordance to good practice principles. It will be periodically updated.

DECO Materials 2

A third DECO materials report containing the description of main activities, findings and materials adopted in the third period of project activities (from month 18 to 36) will be provided.

DECO strategies

A detailed plan of DECO strategies will be provided. All the consortium activities aimed to reach the maximumimpact of key stakeholders, associations, governments and final users will be planned and listed.

First study subject approvals package

This report will provide all the documents for starting the clinical trial

Ethical guidelines [periodically updated]

This document will include the main guidelines and rules agreed among the partners for carrying out the project in accordance to the ethics principles. It will include the description of the DSMB. It will be periodically updated.

Demonstrators, pilots, prototypes (3)

AInCP hardware modules

It consists in the delivery of the observation, motor performance modules prototype and in the IT infrastructure set-up supporting the tele-medicine and tele-rehabilitation module.

Integrated AInCP hardware system

It consists in the delivery of the observation, motor performance modules prototype and in the IT infrastructure set-up supporting the tele-medicine and tele-rehabilitation module.

User and stakeholders need questionnaires

A preliminary/early assessment of end-users needs by using questionnaires in order to ensure the optimal usability and acceptability of the AInCP service and system as well as to exploit the highest efficacy of the care.

Veröffentlichungen

Conference proceedings (1)

Sensorizing objects with soft and flexible sensors based on Laser-Induced Graphene

Autoren: Giovanna De Luca, Anna Chiara Bressi, Martina Maselli, Francesco Greco, Matteo Cianchetti
Veröffentlicht in: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2024
Herausgeber: IEEE
DOI: 10.1109/EMBC53108.2024.10782696

Peer reviewed articles (13)

Soft Robots Proprioception Through Stretchable Laser‐Induced Graphene Strain Sensors

Autoren: Giovanna De Luca, Anna Chiara Bressi, Radan Pathan, Niccolò Pagliarani, Martina Maselli, Francesco Greco, Matteo Cianchetti
Veröffentlicht in: Advanced Intelligent Systems, 2025, ISSN 2640-4567
Herausgeber: Wiley
DOI: 10.1002/AISY.202401071

Relationship between participation across daily environments and bimanual performance in children with unilateral cerebral palsy: an ICF-based cross-sectional study

Autoren: María Coello-Villalón, Purificación López-Muñoz, Giuseppina Sgandurra, Alexandra Kalkantzi, Julián A. Basco-López, Helena Romay-Barrero, Elena Beani, Rocío Palomo-Carrión
Veröffentlicht in: BMC Pediatrics, Ausgabe 26, 2026, ISSN 1471-2431
Herausgeber: Springer Science and Business Media LLC
DOI: 10.1186/S12887-026-06712-X

Machine Learning to Identify a New Digital Biomarker to Monitor Everyday Upper Limb Use in Children with Unilateral Cerebral Palsy

Autoren: Silvia Filogna, Giuseppe Prencipe, Alina Sîrbu, Elena Beani, Davide Marchi, Giordano Scerra, Giuseppina Sgandurra
Veröffentlicht in: Machine Learning, Ausgabe 115, 2026, ISSN 0885-6125
Herausgeber: Springer Science and Business Media LLC
DOI: 10.1007/S10994-026-07123-W

Artificial Intelligence in Medicine

Autoren: Tommaso Turchi; Giuseppe Prencipe; Alessio Malizia; Silvia Filogna; Francesco Latrofa; Giuseppina Sgandurra
Veröffentlicht in: Artificial Intelligence in Medicine, 2024, ISSN 0933-3657
Herausgeber: Elsevier BV
DOI: 10.1016/J.ARTMED.2024.102850

Home-based therapy for upper limb activity in children and adolescents with unilateral cerebral palsy: systematic review and meta-analysis

Autoren: Cristina Lirio-Romero, Hilde Feys, Purificación López-Muñoz, Roslyn N. Boyd, María Coello-Villalón, Helena Romay-Barrero, Julián Ángel Basco-López, Giuseppina Sgandurra, Elena Beani, Rocío Palomo-Carrión
Veröffentlicht in: Disability and Rehabilitation, 2026, ISSN 0963-8288
Herausgeber: Informa UK Limited
DOI: 10.1080/09638288.2026.2659554

Daily‐life executive functions and bimanual performance in children with unilateral cerebral palsy

Autoren: Alexandra Kalkantzi, Lize Kleeren, Dieter Baeyens, Lisa Decraene, Monica Crotti, Katrijn Klingels, Anja Van Campenhout, Geert Verheyden, Els Ortibus, Hilde Feys, Lisa Mailleux
Veröffentlicht in: Developmental Medicine & Child Neurology, 2025, ISSN 0012-1622
Herausgeber: Wiley
DOI: 10.1111/DMCN.16297

Le regulatory sandboxes come strumento etico per un’intelligenza artificiale affidabile.” Research Trends in Humanities 12: 39-44

Autoren: Corrado Claverini
Veröffentlicht in: RTH – Research Trends in Humanities. Education & Philosophy, 2024, ISSN 2284-0184
Herausgeber: RTH – Research Trends in Humanities. Education & Philosophy
DOI: 10.6093/2284-0184/11593

Pathways to democratized healthcare: Envisioning human-centered AI-as-a-service for customized diagnosis and rehabilitation

Autoren: Tommaso Turchi, Giuseppe Prencipe, Alessio Malizia, Silvia Filogna, Francesco Latrofa, Giuseppina Sgandurra
Veröffentlicht in: Artificial Intelligence in Medicine, Ausgabe 151, 2024, ISSN 0933-3657
Herausgeber: Elsevier BV
DOI: 10.1016/J.ARTMED.2024.102850

Pathways to family-centered healthcare: co-designing AI solutions with families in pediatric rehabilitation

Autoren: Silvia Filogna, Giovanni Arras, Tommaso Turchi, Giuseppe Prencipe, Elena Beani, Clara Bombonato, Francesca Fedeli, Gemma D’Alessandro, Antea Scrocco, Giuseppina Sgandurra
Veröffentlicht in: Frontiers in Robotics and AI, Ausgabe 12, 2025, ISSN 2296-9144
Herausgeber: Frontiers Media SA
DOI: 10.3389/FROBT.2025.1594529

The wide world of technological telerehabilitation for pediatric neurologic and neurodevelopmental disorders – a systematic review

Autoren: Benedetta Del Lucchese, Stefano Parravicini, Silvia Filogna, Gloria Mangani, Elena Beani, Maria Chiara Di Lieto, Alessandra Bardoni, Marta Bertamino, Marta Papini, Chiara Tacchino, Francesca Fedeli, Giovanni Cioni, Giuseppina Sgandurra, null null
Veröffentlicht in: Frontiers in Public Health, Ausgabe 12, 2025, ISSN 2296-2565
Herausgeber: Frontiers Media SA
DOI: 10.3389/FPUBH.2024.1295273

Wearable sensors for measuring spontaneous upper limb use in children with unilateral cerebral palsy and typical development

Autoren: Elena Beani, Mattia Franchi de ’Cavalieri, Silvia Filogna, Veronica Barzacchi, Matteo Cianchetti, Martina Maselli, Giada Martini, Valentina Menici, Giuseppe Prencipe, Elisa Sicola, Giovanni Cioni, Giuseppina Sgandurra
Veröffentlicht in: Journal of NeuroEngineering and Rehabilitation, Ausgabe 22, 2025, ISSN 1743-0003
Herausgeber: Springer Science and Business Media LLC
DOI: 10.1186/S12984-025-01601-3

A Holistic Approach Towards Evaluating Upper Limb Function in Children with Unilateral Cerebral Palsy: A Narrative Review of Clinical Tools and Promising Technologies for Comprehensive Assessment

Autoren: Giovanna De Luca, Alexandra Kalkantzi, Lisa Mailleux, Rocío Palomo-Carrión, Hilde Feys, Roslyn N. Boyd, Elena Beani, Matteo Cianchetti, Silvia Filogna, Giuseppe Prencipe, Giuseppina Sgandurra, Martina Maselli
Veröffentlicht in: Journal of Clinical Medicine, Ausgabe 14, 2025, ISSN 2077-0383
Herausgeber: MDPI AG
DOI: 10.3390/JCM14186539

The mirror neuron system in typically and atypically developing children: Evolution, dysfunction and rehabilitative purpose. A systematic review

Autoren: Antea Scrocco, Francesca Ferragina, Carolina Bianucci, Maria Chiara Di Lieto, Giuseppina Sgandurra
Veröffentlicht in: Neuroscience & Biobehavioral Reviews, Ausgabe 189, 2026, ISSN 0149-7634
Herausgeber: Elsevier BV
DOI: 10.1016/J.NEUBIOREV.2026.106882

Other (1)

Telemedicine and AI: From Co-Design to Explainability

Autoren: Silvia Filogna, Alessio Malizia, Daniele Mazzei, Giuseppe Prencipe, Giuseppina Sgandurra, Tommaso Turchi
Veröffentlicht in: 2024 IEEE 8th Forum on Research and Technologies for Society and Industry Innovation (RTSI), 2024
Herausgeber: IEEE
DOI: 10.1109/RTSI61910.2024.10761199