Advanced skills for data analytics in neurological diseases

Project Information

NeuroInsight

Grant agreement ID: 101034252

DOI

10.3030/101034252

EC signature date 7 April 2021

Start date 1 June 2021

End date 31 May 2027

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost

€ 4 854 960,00

EU contribution

€ 2 427 480,00

Coordinated by

ROYAL COLLEGE OF SURGEONS IN IRELAND
Ireland

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (10)

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

Author(s): WU, R., DE VITO, G., LUO, W., JIANG, J., SHAO, C., CHEN, X., WANG, D., LOWERY, M.M.
Published in: 2025
Publisher: 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

Author(s): Azizi, Z., Chan, J., Ward, T., & Setti, A
Published in: 2024
Publisher: 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

Author(s): Azizi, Z., Setti, A., Ward, T.
Published in: 2025
Publisher: 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

Author(s): Rui Wu, Giuseppe De Vito, Dean Minnock, Carel W Le Roux, & Madeleine M. Lowery
Published in: 2024
Publisher: The Biomedical Basis of Elite Performance 2024 University of Nottingham, UK | 19 – 20 December 2024

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

Author(s): L.Wei; C.Mooney
Published in: 2023 IEEE International Conference on Bioinformatics and Computational Biology (ICBCB), Issue 21-23 April 2023, 2023
Publisher: IEEE
DOI: 10.1109/icbcb57893.2023.10246719

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

Author(s): L.Wei; C.Mooney
Published in: 2022 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), Issue 2022 Dec 3, 2023
Publisher: IEEE
DOI: 10.1109/spmb55497.2022.10014911

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

Author(s): Mehran Hossein Zadeh Bazargani
Published in: 2024
Publisher: 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

Author(s): Giorgia Pregnolato, Luigi Privitera, Paolo Ariano, Sara Federico, Pawel Kiper, Andrea Turolla, Giacomo Severini
Published in: 2025
Publisher: World Physiotherapy Congress – Tokyo 2025

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

Author(s): WANG, D., WU, R. DE VITO, G., JIANG, J., SHAO, C., LUO, W., CHEN, X., LOWERY, M.M.
Published in: 2025
Publisher: 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

Author(s): IMPERIO, M., DE SANTI, M., ANNIBALINI, G., SISTI, D., GOBBI, E., WU, R. et al.,
Published in: 2025
Publisher: 30th Annual Congress of the EUROPEAN COLLEGE OF SPORT SCIENCE

Peer reviewed articles (12)

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

Author(s): Nirod Kumar Sarangi, Subrata Mondal, Tia E. Keyes
Published in: Biophysical Chemistry, Issue 322, 2025, Page(s) 107441, ISSN 0301-4622
Publisher: Elsevier BV
DOI: 10.1016/j.bpc.2025.107441

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

Author(s): Yuki Tatsuno, Masahito Katsuki, Yumi Kawata, Takao Takeshima
Published in: Cureus, 2025, ISSN 2168-8184
Publisher: Springer Science and Business Media LLC
DOI: 10.7759/cureus.85005

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

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

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

Author(s): Masahito Katsuki, Naomichi Wada, Keiko Iijima, Noriyuki Yoshizawa, Yoshizumi Toya, Yasuko Hanaoka, Kazuma Kaneko, Shoji Kajikawa
Published in: The Journal of Headache and Pain, Issue 26, 2025, ISSN 1129-2377
Publisher: Springer Science and Business Media LLC
DOI: 10.1186/s10194-025-02102-3

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

Author(s): 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-
Published in: Sensors, Issue 25, 2025, Page(s) 2557, ISSN 1424-8220
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/s25082557

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

Author(s): Masahito Katsuki, Yasuhiko Matsumori, Muneto Tatsumoto, Keisuke Suzuki, Daiki Sato, Koki Kikugawa, Shigeharu Kamado, Siobhán O’Connor, Kieran Moran
Published in: The Journal of Headache and Pain, Issue 26, 2025, ISSN 1129-2377
Publisher: 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

Author(s): Ankit Vijayvargiya, Aparna Sinha, Naveen Gehlot, Ashutosh Jena, Rajesh Kumar, Kieran Moran
Published in: PLOS ONE, Issue 19, 2024, Page(s) e0301263, ISSN 1932-6203
Publisher: Public Library of Science
DOI: 10.1371/journal.pone.0301263

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

Author(s): David O’Reilly, Giorgia Pregnolato, Andrea Turolla, Pawel Kiper, Ioannis Delis, Giacomo Severini
Published in: eLife, 2025, ISSN 2050-084X
Publisher: eLife Sciences Publications
DOI: 10.7554/elife.108509.1

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

Author(s): Masahito Katsuki, Yasuhiko Matsumori, Shin Kawamura, Kenta Kashiwagi, Akihito Koh, Tetsuya Goto, Kazuma Kaneko, Naomichi Wada, Fuminori Yamagishi
Published in: Frontiers in Neurology, Issue 16, 2025, ISSN 1664-2295
Publisher: Frontiers Research Foundation
DOI: 10.3389/fneur.2025.1569333

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

Author(s): Kerstin Denecke, Octavio Rivera-Romero, Guido Giunti, Karin Van Holten, Elia Gabarron
Published in: Journal of Healthcare Informatics Research, Issue 9, 2025, Page(s) 359-379, ISSN 2509-4971
Publisher: 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

Author(s): Guido Giunti, Colin P Doherty
Published in: JMIR Medical Education, Issue 10, 2024, Page(s) e48949, ISSN 2369-3762
Publisher: JMIR Publications Inc.
DOI: 10.2196/48949

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

Author(s): Masahito Katsuki, Yuya Yamada, Taisuke Ichihara, Yasuhiko Matsumori
Published in: Therapeutic Advances in Neurological Disorders, Issue 18, 2025, ISSN 1756-2864
Publisher: SAGE Publications
DOI: 10.1177/17562864251381900

Book chapters (2)

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

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

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

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

Other (3)

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

Author(s): 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
Published in: 2025
Publisher: Cold Spring Harbor Laboratory
DOI: 10.1101/2025.09.06.673321

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

Author(s): Giorgia Pregnolato, Giacomo Severini, Lorenza Maistrello, Daniele Rimini, Tiziana Lencioni, Ilaria Carpinella, Maurizio Ferrarin, Johanna Jonsdottir, Vincent C. K. Cheung, Andrea Turolla
Published in: 2026
Publisher: openRxiv
DOI: 10.1101/2024.09.24.24314287

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

Author(s): David O’Reilly, Giorgia Pregnolato, Andrea Turolla, Pawel Kiper, Ioannis Delis, Giacomo Severini
Published in: biorxiv -The preprint server for biology, 2026
Publisher: 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

Author(s): Hananeh Younesian, David Singleton, Beatrix Vereijken, Jorunn L. Helbostad, Carl-Philipp Jansen, Anisoara Ionescu, Clemens Becker, Brian Caulfield
Published in: Gait & Posture, Issue 113, 2024, Page(s) 262, ISSN 0966-6362
Publisher: 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

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