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INtegrating Functional Assessment measures for Neonatal Safeguard

Deliverables

Workshops and Summer Schools (M13,18,25,30,37,42)

Workshops and Summer Schools (M13,18,25,30,37,42)

Anonymized data bank and algorithms for EEG-NIRS scoring

Anonymized data bank and algorithms for EEG-NIRS scoring

INFANS website completion and maintenance (M4 onwards)

INFANS website completion and maintenance (M4 onwards)

Scientific presentations at conferences/exhibits (M15 onwards)

Scientific presentations at conferences/exhibits (M15 onwards)

Dissemination directed at the general public (M6 onwards)

Dissemination directed at the general public (M6 onwards)

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Publications

Maturation of the Autonomic Nervous System in Premature Infants: Estimating Development Based on Heart-Rate Variability Analysis

Author(s): Lavanga Mario, Heremans Elisabeth, Moeyersons Jonathan, Bollen Bieke, Jansen Katrien, Ortibus Els, Naulaers Gunnar, Van Huffel Sabine, Caicedo Alexander
Published in: Frontiers in Physiology, Issue Volume 11, 2021, Page(s) 1-14, ISSN 1664-042X
DOI: 10.3389/fphys.2020.581250

A convolutional neural network outperforming state-of-the-art sleep staging algorithms for both preterm and term infants

Author(s): Amir H Ansari, Ofelie De Wel, Kirubin Pillay, Anneleen Dereymaeker, Katrien Jansen, Sabine Van Huffel, Gunnar Naulaers, Maarten De Vos
Published in: Journal of Neural Engineering, Issue 17/1, 2020, Page(s) 016028, ISSN 1741-2560
DOI: 10.1088/1741-2552/ab5469

Measurement of Neurovascular Coupling in Neonates.

Author(s): Dries Hendrikx; Dries Hendrikx; Anne Smits; Anne Smits; Mario Lavanga; Mario Lavanga; Ofelie De Wel; Ofelie De Wel; Liesbeth Thewissen; Liesbeth Thewissen; Katrien Jansen; Katrien Jansen; Katrien Jansen; Alexander Caicedo; Sabine Van Huffel; Sabine Van Huffel; Gunnar Naulaers; Gunnar Naulaers
Published in: Frontiers in Physiology, Issue Vol. 10, Issue Number: FEB, 2019, Page(s) 1-13, ISSN 1664-042X
DOI: 10.3389/fphys.2019.00065

A perinatal stress calculator for the neonatal intensive care unit: an unobtrusive approach

Author(s): M Lavanga, L Smets, B Bollen, K Jansen, E Ortibus, S Van Huffel, G Naulaers, A Caicedo
Published in: Physiological Measurement, Issue 41/7, 2020, Page(s) 075012, ISSN 0967-3334
DOI: 10.1088/1361-6579/ab9b66

SpharaPy: A Python toolbox for spatial harmonic analysis of non-uniformly sampled data

Author(s): Jens Haueisen; R. Eichardt; Uwe Graichen
Published in: SoftwareX, Issue 10, 2019, Page(s) 1-7, ISSN 2352-7110
DOI: 10.1016/j.softx.2019.100289

A Bradycardia-Based Stress Calculator for the Neonatal Intensive Care Unit: A Multisystem Approach

Author(s): Mario Lavanga, Bieke Bollen, Katrien Jansen, Els Ortibus, Gunnar Naulaers, Sabine Van Huffel, Alexander Caicedo
Published in: Frontiers in Physiology, Issue 11, 2020, Page(s) 1-12, ISSN 1664-042X
DOI: 10.3389/fphys.2020.00741

Signal quality index: an algorithm for quantitative assessment of functional near infrared spectroscopy signal quality

Author(s): M. Sofía Sappia, Naser Hakimi, Willy N. J. M. Colier, and Jörn M. Horschig
Published in: Biomedical Optics Express, Issue Vol. 11, Issue 11, 2020, Page(s) 6732-6754, ISSN 2156-7085
DOI: 10.1364/boe.409317