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