DETERMINED 2022
International Workshop on Neurodevelopmental Impairments in Preterm Children - Computational Advancements

Table of Contents

• Preface
  Summary: There were 15 papers submitted for peer-review to this workshop. Out of these, 13 papers were accepted for this volume, as regular papers.

Conference Papers

• A new median filter application to deal with large windows of missing data in eye-gaze measurements 1-17
  Arnaud Gucciardi, Monica Crotti, Nofar Ben Itzhak, Lisa Mailleux, Els Ortibus, Umberto Michelucci Vida Groznik, Aleksander Sadikov
• Automatic measurements of the corpus callosum in the follow-up of preterm children: Methodology and validation 18-27
  Jaime Simarro, Manuel Lubián, Bahram Jafrasteh, Simón Lubián, Thibo Billiet, Els Ortibus, Isabel Benavente-Fernández
• Eye-tracking test battery for detecting cognitive impairments in premature children 28-38
  Andrea De Gobbis, Marta Malavolta, Emiliano Trimarco, Isabel Benavente-Fernández, Simón Pedro Lubián-López, Aleksander Sadikov, Vida Groznik
• Eye-tracking test battery for newborns: A pilot feasibility study 39-48
  Marta Malavolta, Andrea De Gobbis, Emiliano Trimarco, Isabel Benavente-Fernández, Simón Pedro Lubián-López, Vida Groznik, Aleksander Sadikov
• Automatic neonatal cranial ultrasound segmentation using deep learning: A review 49-64
  Roa’a Khaled, Arantxa Ortega-Leon, Joaquín Pizarro, Isabel Benavente Fernández, Simón P. Lubián López, Lionel C. Gontard
• Neural correlates of visuomotor functions in preterm children: a literature review focused on unilateral Cerebral Palsy 65-87
  Monica Crotti, Nofar Ben Itzhak, Lisa Mailleux, Umberto Michelucci, Els Ortibus
• Particle image velocimetry image processing to assess cell distribution within bioreactors 88-103
  Michele Pistillo, Margherita Scamarcio, Federica Liguori, Maurizio Mastantuono, Simona Gramazio, Alfredo Ambrico, Rosaria Alessandra Magarelli, Maria Martino, Mario Trupo, Miriam Merco, Mario Ledda, Giuseppe Falvo D’urso Labate
• A review on computational tools for analytical visualisation and molecular interactions of sncRNAs: prospects in NDDs 104-121
  Konstantinos Panagiotopoulos, Lolia Ibanibo, Benedetta Perrone, Caterina Marchetti, Martina Tumsich, Giovanni Traetta, Konstantinos Theofilatos, Marco A. Deriu
• Towards an AI driven early detection of brain injuries in neonates through non-contact audio and video recording 122-132
  Janet Pigueiras-del-Real, Lionel C. Gontard, Simón P. Lubián-López, Isabel Benavente-Fernández, Angel Ruiz-Zafra
• Intelligent system development to monitor the neonatal behaviour: A review 133-146
  Syed Adil Hussain Shah, Angelo di Terlizzi, Marco A. Deriu
• The neurodevelopmental and mental health outcomes in children with single ventricle physiology and Fontan circulation: a state-ofthe-art review and future directions 147-154
  Enrico Piccinelli, Gianfranco Butera, Mara Pilati, Micol Rebonato, Roberto Formigari, Marin Verrengia, Alberto Testa, Gianluigi Perri, Umberto Morbiducci, Marco Deriu, Lorenzo Galletti
• Medical imaging and artificial intelligence to investigate neuro-cardiac pathologies and discover hidden relationships – a state of the art review 155-166
  Syed Taimoor Hussain Shah, Veronika Calati, Alessandra Bizzarri, Marco A. Deriu
• Thalamic features extraction and analysis in magnetic resonance imaging of preterm infants 167-178
  Emiliano Trimarco, Bahram Jafrasteh, Simón Pedro Lubián-López, Isabel Benavente-Fernández