DETERMINED 2022: Neurodevelopmental Impairments in Preterm Children - Computational Advancements

You are cordially invited to join us at the international workshop DETERMINED 2022: Neurodevelopmental Impairments in Preterm Children – Computational Advancements, which will be held on August 26th, 2022, at the Faculty of Computer and Information Science, University of Ljubljana, Slovenia.

The workshop is organised by the MSCA ITN PARENT – PremAtuRe nEwborn motor and cogNitive impairmenTs: Early diagnosis in conjunction with the third PARENT Training School which will be held from the 24th to 27th of August 2022. This will be a unique forum for graduates, post-docs, and other scientists in clinical healthcare to present and exchange new data and ideas for the advancement of early diagnosis of motor and cognitive impairments in premature children. DETERMINED 2022 International Workshop aims to highlight exciting keynote talks, poster exhibitions, workshops, and a networking event to discuss such advancements.

The link where you can find all the material of the event is:

Research topics

Authors are invited to contribute to the workshop by submitting articles that illustrate research projects, research findings, or reviews that explore technological innovations related to neurodevelopmental impairments in children in general, premature infants or related topics. This includes the following areas:

  • Machine Learning for preterm neonatal care applications
  • Big Data Analytics 
  • Medical Image Processing and Signal Processing 
  • Clinical Decision Support Systems (CDSSs) 
  • Precision Medicine 
  • Biology and Bioinformatics
  • Neuroscience and Computational Neuroscience
  • IoT for Healthcare 
  • Computational Modelling in Biological Systems and Medicine

Workshop Presentations Schedule

Oral presentations of the accepted papers are on Thursday, 26 August 2022.

The link for the online meeting is:

– 17.15 Keynote: Marinka Žitnik (Harvard University)
– 17.30 First Round

  • Neural correlates of visuomotor functions in preterm children: a literature review focused on unilateral Cerebral Palsy. M.Crotti, N.Ben Itzhak, L.Mailleux and E.Ortibus. 
  • Eye-tracking test battery for detecting cognitive impairments in premature children. A.De Gobbis, M.Malavolta, E.Trimarco, I.Benavente-Fernández, S. P. Lubián-López, A.Sadikov and V.Groznik.
  • Eye-tracking test battery for newborns: A pilot feasibility study. M.Malavolta, A.De Gobbis, E.Trimarco, I.Benavente-Fernández, S. P. Lubián-López, V.Groznik and A.Sadikov.
  • A New Median Filter Approach to Deal with Large Windows of Missing Data in Eye-gaze Measurements. A.Gucciardi, M.Crotti, N. Ben Itzhak, L.Mailleux, E.Ortibus, U.Michelucci, V.Groznik and A.Sadikov. 
  • Automatic Neonatal Cranial Ultrasound Segmentation using Deep Learning: A Review. R.Khaled, A.Ortega-Leon, J.Pizarro, I.Benavente Fernández, S. L. López and L. Cervera Gontard.
  • Thalamic features extraction and analysis in magnetic resonance imaging of preterm infants. E.Trimarco, B.Jafrasteh, S. Lubian and I.Benavente Fernández.
  • Automatic measurements of the corpus callosum in the follow-up of preterm children: Methodology and Validation. J.Simarro, M.Lubián, B.Jafrasteh, S.Lubián, T.Billiet, E.Ortibus and I.Benavente-Fernández.

– 17.15 Break and discussion
– 17.30 Second Round

  • Particle image velocimetry image processing to assess cell distribution within bioreactors. M. Scamarcio, M.Pistillo, F.Liguori, M.Mastantuono, S.Gramazio, A.Ambrico, R. A. Magarelli, M. Martino, M.Trupo, M.Ledda, M.Merco and G. Falvo D’Urso Labate.
  • Computational tools to analyze and visualize molecular interactions and pathways of sncRNAs in neurodevelopmental disorders. K.Panagiotopoulos, L.Ibanibo, G.Traetta, C.Marchetti, B.Perrone, M.Tumsich, K.Theofilatos and M.Deriu.
  • The neurodevelopmental outcomes in children and adolescents with single ventricle physiology and Fontan circulation: a systematic review and future directions. E.Piccinelli, G.Butera, M.Pilati, M.Rebonato, R.Formigari, M.Verrengia, A.Testa, G.Perri, U.Morbiducci, M.Deriu and L.Galletti. 
  • Review on Medical Imaging to investigate Neuro-Cardiac Pathologies and discover hidden relationships. S. T. Hussain Shah, M.Deriu, V.Calati and A.Bizzarri. 
  • First stages for the early detection of brain injuries in neonates through a non-contact audio and video recording platform for data collection. J. Pigueiras del Real, L.Cervera Gontard, S. P. Lubián-López, I.Benavente Fernández and A. Ruiz Zafra. 
  • Intelligent system development to monitor and integral the neonatal behavior: a review. S. A. Hussain Shah, A. Di Terlizzi and M. Deriu.

– 19.00 Presentations End 

Paper Submission

Authors are invited to first submit paper titles and abstracts (200 words) by July 15, 2022, and full papers by July 22, 2022, through EasyChair website.

The conference features regular papers in two categories (please note if you submit a paper as a student): 

  • Short papers: at least 5 pages. 
  • Regular research papers: at least 10 pages.

Papers should be formatted according to CEUR-ART style format and one of the topics and paper categories (Full research paper, Short paper) must be selected during the submission). Authors should consult CEUR authors’ guidelines and use LaTeX for their proceedings templates for the preparation of their papers. CEUR proceedings LaTeX templates are also available in Overleaf. Selected papers will appear in the conference proceedings which will be published as part of CEUR Workshop proceedings. In addition, the corresponding author of each accepted paper, acting on behalf of all the authors of that paper, must complete and sign an Author Agreement. The corresponding author signing the copyright form should match the corresponding author marked on the paper. Once the files have been sent to CEUR, changes relating to the authorship of the papers cannot be made.

Template (Please duplicate and edit using your own copy):

Author agreement variants

AUTHOR-AGREEMENT (NTP): Authors should use this form if they included no copyrighted third-party material in their paper text (or accompanying sources, or datasets). This is the right variant in most cases.

AUTHOR-AGREEMENT (TP): Authors should use this form if they did include copyrighted third-party material in their paper or accompanying material. You must then also attach a copy of the permission by the third party to use this material in the signed author agreement!

Important Dates

  • Abstract Submission: July 15, 2022 (Abstracts should not exceed 200 words)
  • Paper Submission: July 22, 2022 
  • Reviews Submission: August 8, 2022 
  • Camera-ready paper submission: August 22, 2022
  • Workshop Date: August 26, 2022


Faculty of Computer and Information Science, University of Ljubljana. 

Address: Večna pot 113, 1000 Ljubljana

 Ljubljana, Slovenia

Meet the team!

Marco A.

Conference Chair
Politecnico di Torino


Conference Chair
Neus Diagnostics, Ljubljana


Conference Chair
University of Ljubljana


Conference Chair
TOELT, Zurich


You may send your queries to the following email account:

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