Browsing Τμήμα Πληροφορικής / Department of Computer Science by Author "Neokleous, Kleanthis C."

Conference Object

Artificial neural networks for non-invasive chromosomal abnormality screening of fetuses

Neocleous, Costas K.; Nicolaides, Kypros H.; Neokleous, Kleanthis C.; Schizas, Christos N. (2010)

A large number of different neural network structures have been constructed, trained and tested to a large data base of pregnant women characteristics, aiming at generating a classifier-predictor for the presence of ...

Article

Artificial neural networks to investigate the importance and the sensitivity to various parameters used for the prediction of chromosomal abnormalities

Neocleous, Andreas C.; Nicolaides, Kypros H.; Syngelaki, A.; Neokleous, Kleanthis C.; Loizou, G.; Neocleous, Costas K.; Schizas, Christos N. (2012)

A selection of artificial neural network models were built and implemented for systematically study the contribution and the sensitivity of the main influencing parameters as important contributing factors for the non-invasive ...

Conference Object

Artificial neural networks to investigate the significance of PAPPA and b-hCG for the prediction of chromosomal abnormalities

Neocleous, Costas K.; Nicolaides, Kypros H.; Neokleous, Kleanthis C.; Schizas, Christos N.; Neocleous, Andreas C. (2011)

A systematic approach has been done, to investigate different neural network structures for the appraisal of the significance of the free b-human chorionic gonadotrophin (b-hCG) and the pregnancy associated plasma protein-A ...

Article

Cognitive modeling of dilution effects in visual search

Neokleous, Kleanthis C.; Avraamides, Marios N.; Neocleous, Costas K.; Schizas, Christos N. (2012)

A biologically plausible neural network model of selective attention has been implemented to account for discrepant findings on the source of distractor interference in visual search tasks. The model successfully simulated ...

Article

EHealth services for the european reference network on rare anaemias (eENERCA)

Antoniou, Zinonas C.; Schiza, Eirini C.; Neokleous, Kleanthis C.; Angastiniotis, Michael A.; Pattichis, Constantinos S.; Schizas, Christos N. (2015)

This paper presents an electronic registry system for the purposes of the eENERCA for rare congenital conditions that require lifelong follow up and treatment. The main objective of the eENERCA project focusses on the ...

Conference Object

Electronic Health Record Application Support Service Enablers

Neofytou, Marios S.; Neokleous, Kleanthis C.; Aristodemou, Andrie; Constantinou, Ioannis P.; Antoniou, Z.; Schiza, Eirini C.; Pattichis, Constantinos S.; Schizas, Christos N. (Institute of Electrical and Electronics Engineers Inc., 2015)

There is a huge need for open source software solutions in the healthcare domain, given the flexibility, interoperability and resource savings characteristics they offer. In this context, this paper presents the development ...

Conference Object

Electronic Health Record Application Support Service Enablers

Neofytou, Marios S.; Neokleous, Kleanthis C.; Aristodemou, Andrie; Constantinou, Ioannis P.; Antoniou, Zinonas C.; Schiza, Eirini C.; Pattichis, Constantinos S.; Schizas, Christos N. (Institute of Electrical and Electronics Engineers Inc., 2015)

There is a huge need for open source software solutions in the healthcare domain, given the flexibility, interoperability and resource savings characteristics they offer. In this context, this paper presents the development ...

Article

Ethnicity as a factor for the estimation of the risk for preeclampsia: A neural network approach

Neocleous, Costas K.; Nicolaides, Kypros H.; Neokleous, Kleanthis C.; Schizas, Christos N. (2010)

A large number of feedforward neural structures, both standard multilayer and multi-slab schemes have been applied to a large data base of pregnant women, aiming at generating a predictor for the risk of preeclampsia ...

Conference Object

First trimester diagnosis of trisomy-21 using artificial neural networks

Neocleous, Andreas C.; Nikolaides, Kypros H.; Neokleous, Kleanthis C.; Schizas, Christos N. (2010)

Langdon Down in 1866 reported on a syndrome in which individuals have skin appearing to be too large for the body, a nose small and a flat face. This is a chromosomal disorder caused by the presence of all or part of an ...

Article

A neural network computational model of visual selective attention

Neokleous, Kleanthis C.; Avraamides, Marios N.; Neocleous, Costas K.; Schizas, Christos N. (2009)

One challenging application for Artificial Neural Networks (ANN) would be to try and actually mimic the behaviour of the system that has inspired their creation as computational algorithms. That is to use ANN in order to ...

Article

A neural network model of the Attentional Blink phenomenon

Neokleous, Kleanthis C.; Avraamides, Marios N.; Neokleous, Kleanthis C.; Schizas, Christos N. (2009)

The Attentional Blink refers to the finding that the perception of a target stimulus is often impaired when it is presented within a temporal window of 200-500 ms following another successfully-perceived stimulus. This ...

Conference Object

Neural networks to estimate the risk for preeclampsia occurrence

Neocleous, Costas K.; Anastasopoulos, Panagiotis; Nikolaides, Kypros H.; Schizas, Christos N.; Neokleous, Kleanthis C. (2009)

A number of neural network schemes have been applied to a large data base of pregnant women, aiming at generating a predictor for the estimation of the risk of occurrence of preeclampsia at an early stage. The database was ...

Conference Object

Neural networks to investigate the effects of smoking and alcohol abuse on the risk for preeclampsia

Neocleous, Costas K.; Nikolaides, Kypros H.; Neokleous, Kleanthis C.; Schizas, Christos N. (2009)

Following the application of a large number of neural network schemes that have been applied to a large data base of pregnant women, aiming at generating a predictor for the risk of preeclampsia occurrence at an early ...

Conference Object

A neurocomputational model of visual selective attention for human computer interface applications

Neokleous, Kleanthis C.; Avraamides, Marios N.; Neocleous, Costas K.; Schizas, Christos N. (2011)

An overview of a neurocomputational model of visual selective attention that has been properly implemented is presented in this report. We briefly explain the basic components and neural interactions that comprise the model ...

Conference Object

A proposed extension of the CODAM model for human attention

Neokleous, Kleanthis C.; Avraamides, Marios N.; Ioannides, A. A.; Neocleous, Costas K.; Schizas, Christos N. (2009)

A new computational model of visual attention is proposed on a theoretical basis, based on the CODAM model (Taylor, 2002, [25], 2006). Also a more general mechanism is proposed for an attention model of two or more senses ...

Article

Selective Attention and Consciousness: Investigating Their Relation Through Computational Modelling

Neokleous, Kleanthis C.; Avraamides, Marios N.; Neocleous, Costas K.; Schizas, Christos N. (2011)

The present study aimed at investigating the possible connection between conscious awareness and attention through the implementation of a neurocomputational model of visual selective attention. The development of the model ...