PremAtuRe nEwborn motor and cogNitive impairmenTs: Early diagnosis

Project Information

PARENT

Grant agreement ID: 956394

DOI

10.3030/956394

Project closed

EC signature date 7 September 2020

Start date 1 November 2020

End date 30 April 2025

Funded under

• EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions

Total cost

€ 3 835 853,28

EU contribution

€ 3 835 853,28

Coordinated by

POLITECNICO DI TORINO
Italy

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 .

Deliverables

Other (8)

Training Event 5

Training Event Development & Associated Report

Training Event 2

Training Event Development and Minutes

Project Website

Project website and mailing list forum

Training Event 4

Training Event Development & Associated Report

Final project meeting & conference
Training Event 1

Training Event and Minutes

Training Event 3

Training Event 3 and Associated Report

Edited Book and special Issues

Documents, reports (9)

Scientific Event 5

Minutes/Report on SE5

Scientific Event 2

Minute Report on SE 2

Best practice of cross-sector partnerships and guidelines
ESR PhD theses
Final Project Report (with minutes on Final Network Meeting)
Scientific Event 1

Minutes on SE1

III Year Annual Report
Scientific Event 3

Minute Report on SE3

Scientific Event 4

Minutes/Report on SE4

Open Research Data Pilot (1)

The open access data repository

Open Access Database with project data

Publications

Conference proceedings (8)

Is corpus callosum biometry at school-age related to preterm birth in children with cerebral palsy?

Author(s): Crotti Monica, Lubián-Gutiérrez Manuel, Ben Itzhak Nofar, Mailleux Lisa, Kleeren Lize, Decraene Lisa, Ortibus Els
Published in: Aperture Neuro, 2024, Page(s) Poster no. 1288
Publisher: Organization for Human Brain Mapping

MRI reconstruction with LassoNet and compressed sensing

Author(s): DE GOBBIS, Andrea; SADIKOV, Aleksander; GROZNIK, Vida
Published in: 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Halifax, NS, Canada, June 14–17, 2022, Proceedings, 2022, Page(s) 291-295, ISBN 978-3-031-09342-5
Publisher: Cham: Springer
DOI: 10.1007/978-3-031-09342-5_28

Normative charts for brain volume development: Use and interpretation

Author(s): Simarro Jaime; Phan Thanh; Sima Diana; Billet Thibo; Ortibus Els
Published in: EUROPEAN JOURNAL OF NEUROLOGY. Abstracts of the 8th Congress of the European Academy of Neurology, Issue 1, 2022, Page(s) 80
Publisher: European Academy of Neurology (EAN)
DOI: 10.5281/zenodo.7615843

Compact optical fluorescence sensor for food quality control using artificial neural networks: application to olive oil

Author(s): Gucciardi, Arnaud; Michelucci, Umberto; Venturini, Francesca; Sperti, Michela; Martos, Vanessa M.; Deriu, Marco A.
Published in: Proc. SPIE 12139, Optical Sensing and Detection VII, 121391J (17 May 2022), Issue 2, 2022
Publisher: Society of Photo-Optical Instrumentation Engineers (SPIE)
DOI: 10.1117/12.2621588

The relation between visuoperceptual impairments and visual behaviour in daily life in children with unilateral cerebral palsy

Author(s): Crotti Monica; Mailleux Lisa; Ben Itzhak Nofar; Decraene Lisa; Klingels Katrijn; Feys Hilde; Ortibus Els
Published in: Proceedings of European Academy Of Childhood Disability (EACD) Annual Meeting 2022, Date: 2022/05/17 - 2022/05/21, Location: Barcelona, Spain, Issue 1, 2022, Page(s) P-030
Publisher: Wiley
DOI: 10.1111/dmcn.15215

Neural correlates of visuomotor functions in pretermchildren: a literature review focused on unilateralCerebral Palsy

Author(s): Monica Crotti, Nofar Ben Itzhak, Lisa Mailleux, Umberto Michelucci,and Els Ortibus
Published in: DETERMINED 2022: Neurodevelopmental Impairments in Preterm Children — Computational Advancements, August 26, 2022, Ljubljana, Slovenia, 2022, Page(s) Paper 06
Publisher: CEUR

Awareness of being tested and its effect on reading behaviour

Author(s): MALAVOLTA, Marta; TRIMARCO, Emiliano; GROZNIK, Vida; SADIKOV, Aleksander
Published in: 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Halifax, NS, Canada, June 14–17, 2022, Proceedings, 2021, Page(s) 365-370, ISBN 978-3-031-09342-5
Publisher: Cham: Springer
DOI: 10.1007/978-3-031-09342-5_36

Corpus callosum biometry and visual (perceptual) functions in children with unilateral cerebral palsy

Author(s): Crotti Monica, Lubián-Gutiérrez Manuel, Mailleux Lisa, Kleeren Lize, Decraene Lisa, Ortibus Els, Ben Itzhak Nofar
Published in: Aperture Neuro, Issue 4, 2024, Page(s) Abstract No. 2076
Publisher: Organization for Human Brain Mapping

Peer reviewed articles (21)

Automatic brain quantification in children with unilateral cerebral palsy

Author(s): Jaime Simarro, Thibo Billiet, Thanh Vân Phan, Simon Van Eyndhoven, Monica Crotti, Lize Kleeren, Lisa Mailleux, Nofar Ben Itzhak, Diana M. Sima, Els Ortibus, Ahmed M. Radwan
Published in: Frontiers in Neuroscience, Issue 19, 2025, ISSN 1662-453X
Publisher: Frontiers Media SA
DOI: 10.3389/fnins.2025.1540480

Artificial intelligence coupled with the Internet of Things targeting neurodevelopmental challenges in preterm neonates

Author(s): null null, Syed Taimoor Hussain Shah, Syed Adil Hussain Shah, Konstantinos Panagiotopoulos, Janet Pigueiras-del-Real, null null, Kainat Qayyum, null null, Syed Baqir Hussain Shah, null null, Shahzad Ahmad Qureshi, null null, Angelo Di Terlizzi, null null, Giacomo Di Benedetto, null null, Marco Agostino Deriu
Published in: Journal of Multiscale Neuroscience, Issue 4, 2025, Page(s) 32-56, ISSN 2653-4983
Publisher: Neural Press
DOI: 10.56280/1680389540

Data-driven classification and explainable-AI in the field of lung imaging

Author(s): Syed Taimoor Hussain Shah, Syed Adil Hussain Shah, Iqra Iqbal Khan, Atif Imran, Syed Baqir Hussain Shah, Atif Mehmood, Shahzad Ahmad Qureshi, Mudassar Raza, Angelo Di Terlizzi, Marco Cavaglià, Marco Agostino Deriu
Published in: Frontiers in Big Data, Issue 7, 2024, ISSN 2624-909X
Publisher: Frontiers Media SA
DOI: 10.3389/fdata.2024.1393758

The relation between visual functions, functional vision, and bimanual function in children with unilateral cerebral palsy

Author(s): Monica Crotti, Els Ortibus, Nofar Ben Itzhak, Lize Kleeren, Lisa Decraene, Nicolas Leenaerts, Hilde Feys, Lisa Mailleux
Published in: Research in Developmental Disabilities, Issue 152, 2024, Page(s) 104792, ISSN 0891-4222
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.ridd.2024.104792

Machine learning techniques for predicting neurodevelopmental impairments in premature infants: a systematic review

Author(s): Arantxa Ortega-Leon, Daniel Urda, Ignacio J. Turias, Simón P. Lubián-López, Isabel Benavente-Fernández
Published in: Frontiers in Artificial Intelligence, Issue 8, 2025, ISSN 2624-8212
Publisher: Frontiers Media SA
DOI: 10.3389/frai.2025.1481338

Implantation of atrial flow regulator devices in patients with congenital heart disease and children with severe pulmonary hypertension or cardiomyopathy—an international multicenter case series

Author(s): Gianfranco Butera, Enrico Piccinelli, Adam Kolesnik, Konstantin Averin, Cameron Seaman, Biagio Castaldi, Elena Cuppini, Alain Fraisse, Carles Bautista-Rodriguez, Sebastien Hascoet, Carmen D'Amore, Alban-Elouen Baruteau, Pedro Betrián Blasco, Lisa Bianco, Andreas Eicken, Matthew Jones, James A. Kuo, Grazyna Brzezinska Rajszys
Published in: Frontiers in Cardiovascular Medicine, Issue 10, 2024, ISSN 2297-055X
Publisher: Frontiers Media SA
DOI: 10.3389/fcvm.2023.1332395

Neurodevelopmental Impairments Prediction in Premature Infants Based on Clinical Data and Machine Learning Techniques

Author(s): Arantxa Ortega-Leon, Arnaud Gucciardi, Antonio Segado-Arenas, Isabel Benavente-Fernández, Daniel Urda, Ignacio J. Turias
Published in: Stats, Issue 7, 2024, Page(s) 685-696, ISSN 2571-905X
Publisher: MDPI AG
DOI: 10.3390/stats7030041

Automated facial characterization and image retrieval by convolutional neural networks

Author(s): Syed Taimoor Hussain Shah, Syed Adil Hussain Shah, Shahzad Ahmad Qureshi, Angelo Di Terlizzi, Marco Agostino Deriu
Published in: Frontiers in Artificial Intelligence, Issue 6, 2023, ISSN 2624-8212
Publisher: Frontiers Media SA
DOI: 10.3389/frai.2023.1230383

NeoVault: empowering neonatal research through a neonate data hub

Author(s): Janet Pigueiras-del-Real, Angel Ruiz-Zafra, Isabel Benavente-Fernández, Simón P. Lubián-López, Syed Adil Hussain Shah, Syed Taimoor Hussain Shah, Lionel C. Gontard
Published in: BMC Pediatrics, Issue 24, 2024, ISSN 1471-2431
Publisher: BioMed Central
DOI: 10.1186/s12887-024-05276-y

Thalamic volume in very preterm infants: associations with severe brain injury and neurodevelopmental outcome at two years

Author(s): Emiliano Trimarco, Bahram Jafrasteh, Natalia Jiménez-Luque, Yolanda Marín Almagro, Macarena Román Ruiz, Manuel Lubián Gutiérrez, Estefanía Ruiz González, Antonio Segado Arenas, Simón Pedro Lubián-López, Isabel Benavente-Fernández
Published in: Frontiers in Neurology, Issue 15, 2024, ISSN 1664-2295
Publisher: Frontiers Research Foundation
DOI: 10.3389/fneur.2024.1427273

Explainable AI-Based Skin Cancer Detection Using CNN, Particle Swarm Optimization and Machine Learning

Author(s): Syed Adil Hussain Shah, Syed Taimoor Hussain Shah, Roa’a Khaled, Andrea Buccoliero, Syed Baqir Hussain Shah, Angelo Di Terlizzi, Giacomo Di Benedetto, Marco Agostino Deriu
Published in: Journal of Imaging, Issue 10, 2024, Page(s) 332, ISSN 2313-433X
Publisher: MDPI AG
DOI: 10.3390/jimaging10120332

Versatility of Atrial Flow Regulator Device in Congenital Heart Disease: A Case Series

Author(s): Enrico Piccinelli, Alberto Testa, Gianfranco Butera
Published in: Pediatric Cardiology, Issue 45, 2024, Page(s) 1377-1383, ISSN 0172-0643
Publisher: Springer Verlag
DOI: 10.1007/s00246-023-03123-y

A deep learning model for brain segmentation across pediatric and adult populations

Author(s): Jaime Simarro, Maria Ines Meyer, Simon Van Eyndhoven, Thanh Vân Phan, Thibo Billiet, Diana M. Sima, Els Ortibus
Published in: Scientific Reports, Issue 14, 2024, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-024-61798-6

Use of the CardioMEMS Device in Children and Patients with Congenital Heart Disease: A Literature Review

Author(s): Enrico Piccinelli, Giorgia Grutter, Mara Pilati, Micol Rebonato, Silvia Teresa Scalera, Rachele Adorisio, Antonio Amodeo, Gessica Ingrasciotta, Erica Mencarelli, Lorenzo Galletti, Gianfranco Butera
Published in: Journal of Clinical Medicine, Issue 13, 2024, Page(s) 4234, ISSN 2077-0383
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/jcm13144234

Patient-derived tumor organoids mimic treatment-induced DNA damage response in glioblastoma

Author(s): Bernarda Majc, Anamarija Habič, Marta Malavolta, Miloš Vittori, Andrej Porčnik, Roman Bošnjak, Jernej Mlakar, Alenka Matjašič, Andrej Zupan, Marija Skoblar Vidmar, Tamara Lah Turnšek, Aleksander Sadikov, Barbara Breznik, Metka Novak
Published in: iScience, Issue 27, 2025, Page(s) 110604, ISSN 2589-0042
Publisher: Elsevier BV
DOI: 10.1016/j.isci.2024.110604

MEvA-X: a hybrid multiobjective evolutionary tool using an XGBoost classifier for biomarkers discovery on biomedical datasets

Author(s): Konstantinos Panagiotopoulos, Aigli Korfiati, Konstantinos Theofilatos, Peter Hurwitz, Marco Agostino Deriu, Seferina Mavroudi
Published in: Bioinformatics, Issue 39, 2023, ISSN 1367-4811
Publisher: Oxford University Press (OUP)
DOI: 10.1093/bioinformatics/btad384

Improving Biomedical Image Pattern Identification by Deep B4‐GraftingNet: Application to Pneumonia Detection

Author(s): Syed Adil Hussain Shah, Syed Taimoor Hussain Shah, Abdul Muiz Fayyaz, Syed Baqir Hussain Shah, Mussarat Yasmin, Mudassar Raza, Angelo Di Terlizzi, Marco Agostino Deriu
Published in: IET Image Processing, Issue 19, 2025, ISSN 1751-9659
Publisher: Institute of Electrical Engineers
DOI: 10.1049/ipr2.70064

NRP: A Multi-Source, Heterogeneous, Automatic Data Collection System for Infants in Neonatal Intensive Care Units

Author(s): Janet Pigueiras-del-Real, Lionel C. Gontard, Isabel Benavente-Fernández, Simón P. Lubián-López, Enrique Gallero-Rebollo, Angel Ruiz-Zafra
Published in: IEEE Journal of Biomedical and Health Informatics, Issue 28, 2025, Page(s) 678-689, ISSN 2168-2194
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/jbhi.2023.3306477

The relation between neuroimaging and visual impairment in children and adolescents with cerebral palsy: A systematic review

Author(s): Monica Crotti, Sarah Genoe, Nofar Ben Itzhak, Lisa Mailleux, Els Ortibus
Published in: Brain and Development, Issue 46, 2024, Page(s) 75-92, ISSN 0387-7604
Publisher: Elsevier BV
DOI: 10.1016/j.braindev.2023.11.002

Visual, perceptual functions, and functional vision in children with unilateral cerebral palsy compared to children with neurotypical development

Author(s): Monica Crotti, Els Ortibus, Lisa Mailleux, Lisa Decraene, Lize Kleeren, Nofar Ben Itzhak
Published in: Developmental Medicine & Child Neurology, Issue 66, 2025, Page(s) 1084-1095, ISSN 0012-1622
Publisher: Mac Keith Press
DOI: 10.1111/dmcn.15842

The Cytotoxic Effects of Cannabidiol and Cannabigerol on Glioblastoma Stem Cells May Mostly Involve GPR55 and TRPV1 Signalling

Author(s): Tamara T. Lah, Bernarda Majc, Metka Novak, Ajda Sušnik, Barbara Breznik, Andrej Porčnik, Roman Bošnjak, Aleksander Sadikov, Marta Malavolta, Selma Halilčevič, Jernej Mlakar and Roby Zomer
Published in: Cancers, 2022, ISSN 2072-6694
Publisher: Multidisciplinary Digital Publishing Institute (MDPI)
DOI: 10.3390/cancers14235918

Book chapters (2)

A Machine Learning Approach to Predict MRI Brain Abnormalities in Preterm Infants Using Clinical Data

Author(s): Arantxa Ortega-Leon, Roa’a Khaled, María Inmaculada Rodríguez-García, Daniel Urda, Ignacio J. Turias
Published in: Lecture Notes in Computer Science, Bioinformatics and Biomedical Engineering, 2025, Page(s) 419-430
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-34953-9_33

Knowledge-Guided Segmentation of Isointense Infant Brain

Author(s): Jana Vujadinovic, Jaime Simarro Viana, Ezequiel de la Rosa, Els Ortibus, Diana M. Sima
Published in: Lecture Notes in Computer Science, Perinatal, Preterm and Paediatric Image Analysis, 2023, Page(s) 105-114, ISBN 978-3-031-17117-8
Publisher: Springer Nature Switzerland
DOI: 10.1007/978-3-031-17117-8_10

Other (5)

Comparing visual functions between children with unilateral cerebral palsy and typically developing peers

Author(s): Monica Crotti, Lisa Mailleux, Nofar Ben Itzhak, Lisa Decraene, Lize Kleeren, Hilde Feys, Els Ortibus
Published in: Abstracts - 35th European Academy of Childhood Disability, Ljubljana, Slovenia, 24 May 2023-27 May 2023, 2023, Page(s) Abstract No. PP- 63:371
Publisher: Mac Keith Press

Is visual field related to brain lesion timing in school-aged children with unilateral cerebral palsy?

Author(s): Crotti, M., Ben Itzhak, N., Mailleux, L., Kleeren, L., Decraene, L., Hilde, F., Ortibus, E
Published in: Oral presentations - 36th Annual Meeting of the European Academy of Childhood Disability (EACD), Bruges, Belgium, 29 May 2024-01 Jun 2024, 2023, Page(s) Abstract 11
Publisher: Mac Keith Press

Seeing the Unseen: The Neurodevelopmental Factors Related to Visual Impairments in Children with Unilateral Cerebral Palsy

Author(s): Monica Crotti, Nofar Ben Itzhak, Lisa Mailleux, Lize Kleeren, Lisa Decraene, Nicolas Leenaerts, Manuel Lubián-Gutiérrez, Hilde Feys, Els Ortibus
Published in: SNRR, 2024
Publisher: Elsevier BV
DOI: 10.2139/ssrn.4935727

Is motor outcome related to thalamic and brain volume at school age in children born preterm?

Author(s): Crotti Monica, Lubián-Gutiérrez Manuel, Jafrasteh Baharam, Trimarco Emiliano, Lubiań-Lopez Simon, Ortibus Els, Benavente-Fernańdez Isabel
Published in: Issue Abstract No. 1099, 2023
Publisher: Organization for Human Brain Mapping

The relation between visual functions, functional vision, and bimanual function in children with unilateral cerebral palsy

Author(s): Monica Crotti, Els Ortibus, Nofar Ben Itzhak, Lize Kleeren, Lisa Decraene, Nicolas Leenaerts, Hilde Feys, Lisa Mailleux
Published in: Research Square, 2024
Publisher: Springer Science and Business Media LLC
DOI: 10.21203/rs.3.rs-4045564/v1

Monographic books (1)

Proceedings of the International Workshop in Neurodevelopmental Impairments in Preterm Children - Computational Advancements (DETERMINED 2022), Ljubljana, Slovenia, August 26, 2022

Author(s): Groznik, Vida; Sadikov, Aleksander; Michelucci, Umberto; Deriu, Marco Agostino
Published in: International Workshop on Neurodevelopmental Impairments in Preterm Children - Computational Advancements, Issue 8, 2022
Publisher: CEUR
DOI: 10.5281/zenodo.8009881