• Complex and Diverse Morphologies Can Develop from a Minimal Genomic Model 

      Fernández-Rodríguez, Jose David; Vico-Vela, Francisco Jose; Doursat, René (2013-12-02)
      While development plays a critical role in the emergence of diversity, its mechanical and chemical actions are considered to be inextricably correlated with genetic control. Since in most extant species the complex ...
    • LTMaker: a tool for semiautomatic reconstruction of the embryonic lineage tree from 4D-microscopy 

      Vico-Vela, Francisco Jose; Lobo Fernández, Daniel; Gómez, Antonio; Burrezo García, Salvador; Fernández Rodríguez, Jose David; [et al.] (2013-12-03)
      Studies of animal development using a 4Dmicroscopy system generate an immense amount of image data. In order to properly analyze the recorded embryogenesis, a computer-aided systematic process of categorization of ...
    • Machine learning models to search relevant genetic signatures in clinical context 

      Urda, Daniel; Luque-Baena, Rafael; Franco, Leonardo; Sánchez-Maroño, Noelia; Jerez-Aragonés, José Manuel (2017-06-26)
      Clinicians are interested in the estimation of robust and relevant genetic signatures from gene sequencing data. Many machine learning approaches have been proposed trying to address well-known issues of this complex ...