Advanced skills for data analytics in neurological diseases

Informations projet

NeuroInsight

N° de convention de subvention: 101034252

DOI

10.3030/101034252

Date de signature de la CE 7 Avril 2021

Date de début 1 Juin 2021

Date de fin 31 Mai 2027

Financé au titre de

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Coût total

€ 4 854 960,00

Contribution de l’UE

€ 2 427 480,00

Coordonné par

ROYAL COLLEGE OF SURGEONS IN IRELAND
Ireland

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Publications

Conference proceedings (11)

NEUROMUSCULAR FATIGUE IN RECREATIONALLY STRENGTH- AND ENDURANCE-TRAINED YOUNG MALES

Auteurs: WU, R., DE VITO, G., LUO, W., JIANG, J., SHAO, C., CHEN, X., WANG, D., LOWERY, M.M.
Publié dans: 2025
Éditeur: 30th Annual Congress of the EUROPEAN COLLEGE OF SPORT SCIENCE

Investigating the Impact of Internal Inputs on Mmultisensory Integration: A Study of External Multisensory Inputs and Internal Arousal

Auteurs: Azizi, Z., Chan, J., Ward, T., & Setti, A
Publié dans: 2024
Éditeur: The 32nd Irish Conference on Artificial Intelligence and Cognitive Science (AICS 2024) 

From sensory signals to self-evaluation: internal factors driving multisensory perception and confidence

Auteurs: Azizi, Z., Setti, A., Ward, T.
Publié dans: 2025
Éditeur: ICON 2025 - International Conference on Cognitive Neuroscience

Effects of exercise on acute and 24-hour glucose changes in sedentary healthy individuals: a randomized crossover trial

Auteurs: Rui Wu, Giuseppe De Vito, Dean Minnock, Carel W Le Roux, & Madeleine M. Lowery
Publié dans: 2024
Éditeur: The Biomedical Basis of Elite Performance 2024 University of Nottingham, UK | 19 – 20 December 2024

Experimental and simulative characterization of the neuromuscular response to passive cycling with dynamically changing crank arm lenghts *

Auteurs: Andrea Ortiz-Cuadros, Cristina Fitzgerald, Giorgia Pregnolato, David Muñoz, Dónal Holland, Giacomo Severini
Publié dans: 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025, Page(s) 1-4
Éditeur: IEEE
DOI: 10.1109/embc58623.2025.11253223

Investigating the Need for Pediatric-Specific Machine Learning Approaches for Seizure Detection in EEG (Conference paper)

Auteurs: L.Wei; C.Mooney
Publié dans: 2023 IEEE International Conference on Bioinformatics and Computational Biology (ICBCB), Numéro 21-23 April 2023, 2023
Éditeur: IEEE
DOI: 10.1109/icbcb57893.2023.10246719

Investigating the Need for Pediatric-Specific Automatic Seizure Detection (Conference Poster)

Auteurs: L.Wei; C.Mooney
Publié dans: 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), Numéro 2022 Dec 3, 2023
Éditeur: IEEE
DOI: 10.1109/spmb55497.2022.10014911

"Workshop paper ""Brain in the Dark: Design Principles for Neuromimetic Inference under the Free Energy Principle"""

Auteurs: Mehran Hossein Zadeh Bazargani
Publié dans: 2024
Éditeur: The First Workshop on NeuroAI@ NeurIPS2024 (https://neuroai-workshop.github.io/overview/ )

Gesture similarity index based on muscle synergies model describing hand recovery after stroke: preliminary results of a randomised controlled trial

Auteurs: Giorgia Pregnolato, Luigi Privitera, Paolo Ariano, Sara Federico, Pawel Kiper, Andrea Turolla, Giacomo Severini
Publié dans: 2025
Éditeur: World Physiotherapy Congress – Tokyo 2025

EFFECT OF NEUROMUSCULAR FATIGUE ON MUSCLE FIBRE CONDUCTION VELOCITY IN YOUNG MALES AND FEMALES

Auteurs: WANG, D., WU, R. DE VITO, G., JIANG, J., SHAO, C., LUO, W., CHEN, X., LOWERY, M.M.
Publié dans: 2025
Éditeur: 30th Annual Congress of the EUROPEAN COLLEGE OF SPORT SCIENCE

EFFECT OF A 12-WEEK LIFESTYLE INTERVENTION PROGRAM ON FREE-LIVING GLYCEMIC PROFILE AND CARDIOMETABOLIC HEALTH IN BREAST CANCER SURVIVORS WITH METABOLIC SYNDROME

Auteurs: IMPERIO, M., DE SANTI, M., ANNIBALINI, G., SISTI, D., GOBBI, E., WU, R. et al.,
Publié dans: 2025
Éditeur: 30th Annual Congress of the EUROPEAN COLLEGE OF SPORT SCIENCE

Peer reviewed articles (19)

Receptor modulated assembly and drug induced disassembly of amyloid beta aggregates at asymmetric neuronal model biomembranes

Auteurs: Nirod Kumar Sarangi, Subrata Mondal, Tia E. Keyes
Publié dans: Biophysical Chemistry, Numéro 322, 2025, Page(s) 107441, ISSN 0301-4622
Éditeur: Elsevier BV
DOI: 10.1016/j.bpc.2025.107441

The importance of sleep assessment in quality of life research in rare epilepsy syndromes

Auteurs: Amanda Cristina Mosini, Danielle do Carmo Ferreira Bruno, Cristina R. Reschke, Mariana Moysés-Oliveira, Monica L. Andersen, Sergio Tufik
Publié dans: Epilepsy & Behavior, Numéro 179, 2026, Page(s) 111008, ISSN 1525-5050
Éditeur: Academic Press
DOI: 10.1016/j.yebeh.2026.111008

Understanding Delays and Diagnostic Shifts in Primary Headaches: Evidence from Japanese Health Insurance Claims

Auteurs: Yuki Tatsuno, Masahito Katsuki, Yumi Kawata, Takao Takeshima
Publié dans: Cureus, 2025, ISSN 2168-8184
Éditeur: Springer Science and Business Media LLC
DOI: 10.7759/cureus.85005

Investigating muscle synergies in individuals with spinal cord injury: A scoping review

Auteurs: Alex Lando, Lucia Ricci, Laura Simoncini, Ilaria Baroncini, Giorgia Pregnolato, Marco Tramontano, Andrea Turolla
Publié dans: The Journal of Spinal Cord Medicine, 2026, Page(s) 1-12, ISSN 1079-0268
Éditeur: Maney Publishing
DOI: 10.1080/10790268.2026.2675150

Muscle Synergy Analysis for Clinical Characterization of Upper Limb Motor Recovery After Stroke

Auteurs: Giorgia Pregnolato, Giacomo Severini, Lorenza Maistrello, Daniele Rimini, Tiziana Lencioni, Ilaria Carpinella, Maurizio Ferrarin, Johanna Jonsdottir, Vincent C.K. Cheung, Andrea Turolla
Publié dans: Archives of Physical Medicine and Rehabilitation, Numéro 107, 2026, Page(s) 261-269, ISSN 0003-9993
Éditeur: W. B. Saunders Co., Ltd.
DOI: 10.1016/j.apmr.2025.05.019

Headaches and family planning: insights from a Japanese school-based survey

Auteurs: Masahito Katsuki, Naomichi Wada, Keiko Iijima, Noriyuki Yoshizawa, Yoshizumi Toya, Yasuko Hanaoka, Kazuma Kaneko, Shoji Kajikawa
Publié dans: The Journal of Headache and Pain, Numéro 26, 2025, ISSN 1129-2377
Éditeur: Springer Science and Business Media LLC
DOI: 10.1186/s10194-025-02102-3

Beyond motor: a systematic review of multisensory integration deficits in Parkinson’s disease

Auteurs: Zahra Azizi, Annalisa Setti, Veronica Bruno, Jochen H. M. Prehn, Ali Idri, Tomas Ward
Publié dans: Journal of Neural Transmission, 2026, ISSN 0300-9564
Éditeur: Springer Verlag
DOI: 10.1007/s00702-026-03184-2

Association of Cut-Point Free Metrics and Common Clinical Tests Among Older Adults After Proximal Femoral Fracture

Auteurs: Hananeh Younesian, David Singleton, Beatrix Vereijken, Judith Garcia-Aymerich, Lynn Rochester, Martin Aursand Berge, Monika Engdal, Joren Buekers, Sarah Koch, Jorunn L. Helbostad, Paula Alvarez, Carl-
Publié dans: Sensors, Numéro 25, 2025, Page(s) 2557, ISSN 1424-8220
Éditeur: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s25082557

Do headaches impact pregnancy planning behaviors? A cross-sectional school-based study in Japan

Auteurs: Masahito Katsuki, Yasuhiko Matsumori, Muneto Tatsumoto, Keisuke Suzuki, Daiki Sato, Koki Kikugawa, Shigeharu Kamado, Siobhán O’Connor, Kieran Moran
Publié dans: The Journal of Headache and Pain, Numéro 26, 2025, ISSN 1129-2377
Éditeur: Springer Science and Business Media LLC
DOI: 10.1186/s10194-025-02100-5

S-WD-EEMD: A hybrid framework for imbalanced sEMG signal analysis in diagnosis of human knee abnormality

Auteurs: Ankit Vijayvargiya, Aparna Sinha, Naveen Gehlot, Ashutosh Jena, Rajesh Kumar, Kieran Moran
Publié dans: PLOS ONE, Numéro 19, 2024, Page(s) e0301263, ISSN 1932-6203
Éditeur: Public Library of Science
DOI: 10.1371/journal.pone.0301263

Functional Muscle Networks as Biomarkers of Post-Stroke Motor Impairment and Therapeutic Responsiveness

Auteurs: David O’Reilly, Giorgia Pregnolato, Andrea Turolla, Pawel Kiper, Ioannis Delis, Giacomo Severini
Publié dans: eLife, 2025, ISSN 2050-084X
Éditeur: eLife Sciences Publications
DOI: 10.7554/elife.108509.1

Towards a wearable format for transducing responsive swelling in hydrogels

Auteurs: Rinki Singh, Dinakaran Thirumalai, Tanya Levingstone, Aoife Morrin
Publié dans: Materials Advances, Numéro 7, 2026, Page(s) 3698-3707, ISSN 2633-5409
Éditeur: Royal Society of Chemistry (RSC)
DOI: 10.1039/d5ma01115a

Profiling chronic migraine patients according to clinical characteristics: a cluster analysis approach

Auteurs: Masahito Katsuki, Yasuhiko Matsumori, Shin Kawamura, Kenta Kashiwagi, Akihito Koh, Tetsuya Goto, Kazuma Kaneko, Naomichi Wada, Fuminori Yamagishi
Publié dans: Frontiers in Neurology, Numéro 16, 2025, ISSN 1664-2295
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fneur.2025.1569333

Identification of EEG features during status epilepticus for prediction of emergent epilepsy phenotype in the mouse intra-amygdala kainic acid model using supervised learning

Auteurs: Syed Muhammad Raza Abidi, Omar Mamad, Jordan Higgins, David C. Henshall, Gabriel-Miro Muntean
Publié dans: IBRO Neuroscience Reports, Numéro 20, 2026, Page(s) 729-740, ISSN 2667-2421
Éditeur: IBRO Neuroscience Reports
DOI: 10.1016/j.ibneur.2026.04.013

Onset of Parkinson’s Disease Identified Through Hyperhidrosis: A Middle-Aged Woman Case Report

Auteurs: Mirko Zitti, Alessandro Andreani, Daniele De Patre, Luisa Cacciante, Giorgia Pregnolato
Publié dans: Reports, Numéro 9, 2026, Page(s) 50, ISSN 2571-841X
Éditeur: MDPI AG
DOI: 10.3390/reports9010050

Key Components of Participatory Design Workshops for Digital Health Solutions: Nominal Group Technique and Feasibility Study

Auteurs: Kerstin Denecke, Octavio Rivera-Romero, Guido Giunti, Karin Van Holten, Elia Gabarron
Publié dans: Journal of Healthcare Informatics Research, Numéro 9, 2025, Page(s) 359-379, ISSN 2509-4971
Éditeur: Springer Science and Business Media LLC
DOI: 10.1007/s41666-025-00199-4

Cocreating an Automated mHealth Apps Systematic Review Process With Generative AI: Design Science Research Approach

Auteurs: Guido Giunti, Colin P Doherty
Publié dans: JMIR Medical Education, Numéro 10, 2024, Page(s) e48949, ISSN 2369-3762
Éditeur: JMIR Publications Inc.
DOI: 10.2196/48949

Time-series clustering analysis for treatment pattern of lasmiditan for 2 years from the initial prescription

Auteurs: Masahito Katsuki, Yuya Yamada, Taisuke Ichihara, Yasuhiko Matsumori
Publié dans: Therapeutic Advances in Neurological Disorders, Numéro 18, 2025, ISSN 1756-2864
Éditeur: SAGE Publications
DOI: 10.1177/17562864251381900

Complementary therapies intervention in Parkinson’s disease: systematic review and meta-analysis

Auteurs: Fabio Sabbadin, Michela Geraci, Laura Nieddu, Daniela D’Imperio, Giorgia Pregnolato, Luisa Cacciante
Publié dans: Frontiers in Neurology, Numéro 16, 2025, ISSN 1664-2295
Éditeur: Frontiers Research Foundation
DOI: 10.3389/fneur.2025.1703611

Book chapters (4)

A Novel Hybrid Method for Enhanced Brain Signal Analysis Using EEG and MEG

Auteurs: Syed Muhammad Raza Abidi, David C. Henshall, Gabriel-Miro Muntean
Publié dans: Smart Innovation, Systems and Technologies, ICT for Intelligent Systems, 2026, Page(s) 173-185
Éditeur: Proc. of 10th International Conference on Infomration and Communication Technology for Intelligent Systems
DOI: 10.1007/978-981-95-1357-4_14

On the Existence of Non-trivial Monometrics on Betweenness Relations: Some Sufficient Conditions

Auteurs: Kavit Nanavati, Megha Gupta, Balasubramaniam Jayaram
Publié dans: Lecture Notes in Computer Science, Advances in Fuzzy Logic and Technology, 2025, Page(s) 15-25
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-031-97225-6_2

Improving Machine Learning-Based Activity Type Prediction from Time-Series EEG Data

Auteurs: Syed Muhammad Raza Abidi, Tomas Emmanuel Ward, David C. Henshall, Gabriel-Miro Muntean
Publié dans: Lecture Notes in Networks and Systems, Proceedings of Tenth International Congress on Information and Communication Technology, 2025, Page(s) 529-540
Éditeur: Springer Nature Singapore
DOI: 10.1007/978-981-96-6932-5_41

Nanomaterials for Uric Acid, Urea, and Creatinine Sensing

Auteurs: Dinakaran Thirumalai, Aoife Morrin
Publié dans: Nanostructure Science and Technology, Biocompatible Nanomaterials for Smart Sensors, 2026, Page(s) 103-120
Éditeur: Springer Nature Switzerland
DOI: 10.1007/978-3-032-01745-1_7

Other (4)

Endothelial tight junctions and cell-matrix adhesions reciprocally control blood-brain barrier integrity

Auteurs: Gergő Porkoláb, Lucien Lemaitre, Beatrix Magyaródi, Imola Rajmon, Tibor Novák, Bálint H. Kovács, Ilona Gróf, Anikó Szecskó, Kinga Dóra Kovács, Enikő Farkas, Boglárka Kovács, Inna Széká
Publié dans: 2025
Éditeur: Cold Spring Harbor Laboratory
DOI: 10.1101/2025.09.06.673321

Advances in single-cell and single-nuclei RNA sequencing for human temporal lobe epilepsy: a scoping review - Study Registration

Auteurs: """Danielle do Carmo Ferreira Bruno, Radharani Benvenutti, Melissa Alves Braga de Oliveira, Tammy Strickland, Imogen Briggs, Michael John Dolan, Cristina R. Reschke"""
Publié dans: The Open Science Framework (OSF), 2026
Éditeur: Center for Open Science
DOI: 10.17605/osf.io/5dq9r

Characterization of motor function recovery using muscle synergies in stroke patients undergoing upper limb rehabilitation

Auteurs: Giorgia Pregnolato, Giacomo Severini, Lorenza Maistrello, Daniele Rimini, Tiziana Lencioni, Ilaria Carpinella, Maurizio Ferrarin, Johanna Jonsdottir, Vincent C. K. Cheung, Andrea Turolla
Publié dans: 2026
Éditeur: openRxiv
DOI: 10.1101/2024.09.24.24314287

Functional Muscle Networks as Biomarkers of Post-Stroke Motor Impairment and Therapeutic Responsiveness

Auteurs: David O’Reilly, Giorgia Pregnolato, Andrea Turolla, Pawel Kiper, Ioannis Delis, Giacomo Severini
Publié dans: biorxiv -The preprint server for biology, 2026
Éditeur: openRxiv
DOI: 10.1101/2025.08.17.670726

Non-peer reviewed articles (2)

Relationship between physical activity metrics and Late Life Function and Disability Instrument (LLFDI) among Proximal Femoral Fracture cohort: Mobilise D dataset

Auteurs: Hananeh Younesian, David Singleton, Beatrix Vereijken, Jorunn L. Helbostad, Carl-Philipp Jansen, Anisoara Ionescu, Clemens Becker, Brian Caulfield
Publié dans: Gait & Posture, Numéro 113, 2024, Page(s) 262, ISSN 0966-6362
Éditeur: Elsevier BV
DOI: 10.1016/j.gaitpost.2024.07.281

An Exploratory Study on the Utility of Patient-Generated Health Data as a Tool for Health Care Professionals in Multiple Sclerosis Care

Auteurs: Sharon Guardado, Vasiliki Mylonopoulou, Octavio Rivera-Romero, Nadine Patt, Jens Bansi, Guido Giunti
Publié dans: Methods of Information in Medicine, Numéro 62, 2024, Page(s) 165-173, ISSN 0026-1270
Éditeur: Schattauer
DOI: 10.1055/s-0043-1775718