Browsing Τμήμα Πληροφορικής / Department of Computer Science by Author "Neocleous, Andreas C."
Now showing items 1-7 of 7
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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 ...
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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 ...
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Conference Object
Automated segmentation of folk songs using artificial neural networks
Neocleous, Andreas C.; Petkov, N.; Schizas, Christos N. (INSTICC Press, 2014)Two different systems are introduced, that perform automated audio annotation and segmentation of Cypriot folk songs into meaningful musical information. The first system consists of three artificial neural networks (ANNs) ...
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Article
Filter-based approach for ornamentation detection and recognition in singing folk music
Neocleous, Andreas C.; Azzopardi, G.; Schizas, Christos N.; Petkov, N. (2015)Ornamentations in music play a significant role for the emotion whi1ch a performer or a composer aims to create. The automated identification of ornamentations enhances the understanding of music, which can be used as a ...
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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 ...
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Article
First Trimester Noninvasive Prenatal Diagnosis: A Computational Intelligence Approach
Neocleous, Andreas C.; Nicolaides, Kypros H.; Schizas, Christos N. (2016)The objective of this study is to examine the potential value of using machine learning techniques such as artificial neural network (ANN) schemes for the noninvasive estimation, at 11-13 weeks of gestation, the risk for ...
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Conference Object
Prenatal diagnosis of aneuploidy using artificial neural networks in relation to health economics
Neocleous, Andreas C.; Neocleous, Costas K.; Petkov, N.; Nicolaides, Kypros H.; Schizas, Christos N. (Springer Verlag, 2016)The early detection of fetal chromosomal abnormalities such as aneuploidies, has been an important subject in medicine over the last thirty years. A pregnant woman is advised by the doctor to perform an amniocentesis test, ...