Browsing by Author "Aristodimou, Aristos"

Now showing items 1-6 of 6

    • Conference Object  

      A binary format for genetic data designed for large whole genome studies that enable both marker and strand based analyses 

      Antoniades, Athos; Loizou, L.; Aristodimou, Aristos; Pattichis, Constantinos S. (2008)
      Recent advances in genotyping technology have enabled large studies with data from thousands of subjects to contain half a million or more of single nucleotide polymorphisms (SNPs) marker per subject. This rapid increase ...
    • Conference Object  

      Clustering subjects in genetic studies with self organizing maps 

      Aristodimou, Aristos; Antoniades, Athos; Pattichis, Constantinos S. (2012)
      Several machine learning techniques have been applied for finding multi-loci associations among Single Nucleotide Polymorphisms (SNPs) and a disease. In this paper it is investigated whether Self Organizing Maps (SOMs) can ...
    • Conference Object  

      The effects of applying cell-suppression and perturbation to aggregated genetic data 

      Antoniades, Athos; Keane, J.; Aristodimou, Aristos; Philipou, Christa; Constantinou, Andreas I.; Georgousopoulos, Christos; Tozzi, Federica; Kyriacou, Kyriacos C.; Hadjisavvas, Andreas; Loizidou, Maria A.; Demetriou, Christiana A.; Pattichis, Constantinos S. (2012)
      The key test for confidence in any association discovered within the medical domain is replication testing. That is, the ability of the association to be detected in independent populations. At the same time, in order to ...
    • Conference Object  

      Linked2Safety: A secure linked data medical information space for semantically-interconnecting EHRs advancing patients' safety in medical research 

      Antoniades, Athos; Georgousopoulos, Christos; Forgo, N.; Aristodimou, Aristos; Tozzi, Federica; Hasapis, Panagiotis; Perakis, Konstantinos; Bouras, Thanassis D.; Alexandrou, Dimitrios Al; Kamateri, E.; Panopoulou, E.; Tarabanis, K.; Pattichis, Constantinos S. (2012)
      Electronic Health Records (EHRs) contain an increasing wealth of medical information. They have the potential to help significantly in advancing medical research, as well as improve health policies, providing society with ...
    • Conference Object  

      Molecular clustering via knowledge mining from biomedical scientific corpora 

      Hasapis, Panagiotis; Ntalaperas, Dimitrios; Kannas, Christos C.; Aristodimou, Aristos; Alexandrou, Dimitrios Al; Bouras, Thanassis D.; Georgousopoulos, Christos; Antoniades, Athos; Pattichis, Constantinos S.; Constantinou, Andreas I. (2013)
      In this paper, an architecture is presented that allows the extraction of argumentation clauses that might exist in publications, in order to perform molecular clustering on referenced molecules. Grammar rules are defined ...
    • Conference Object  

      Molecular clustering via knowledge mining from biomedical scientific corporaAAA 

      Hasapis, Panagiotis; Ntalaperas, Dimitrios; Kannas, Christos C.; Aristodimou, Aristos; Alexandrou, Dimitrios Al; Bouras, Thanassis D.; Georgousopoulos, Christos; Antoniades, Athos; Pattichis, Constantinos S.; Constantinou, Andreas I. (2013)
      In this paper, an architecture is presented that allows the extraction of argumentation clauses that might exist in publications, in order to perform molecular clustering on referenced molecules. Grammar rules are defined ...