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    Centre for Bioinformatics (ZHAW ICLS) Verified listing Verified listing

    At the interface of biology, medicine and computational science

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    The Research Centre for Bioinformatics focuses on the theoretical and computational aspects of modelling the molecular biology processes, genome evolution and adaptive change, as well as biomedical data representation and integration.  The goal is to bring basic research and new bioinformatics methods to real-world applications, ranging, for example, from biotechnology and forensics to biomedical research and environmental applications. The research area is represented by the several research groups, each focusing on certain methods or application domains.

    Computational Genomics - Prof. Dr. Maria Anisimova

    The research group develops computational methods for comparative and evolutionary genomics, including modelling of stochastic processes in molecular evolution. Many research projects focus on the analysis of protein-coding genes and gene families, selection, adaptation, phylodynamics and evolution, including host-pathogen interactions; applications in medical genomics, epidemiology, metagenomics and forensics. Our research includes studies of genomic repeat sequences and indel evolution with applications in cancer genomics and biotechnology, as well as studies of dynamics and evolution of viruses and other pathogens.

    Biomedical String Analysis - Dr. Manuel Gil 

    The research group is specialized in the analysis of strings (i.e. finite sequences of symbols). The research projects and applications focus on genomic data and biomedical natural language. The group develops new computational science methods and applies existing methods. This includes: mathematical modeling, computational statistics, algorithm design, discrete mathematics, machine and deep learning, natural language processing, semantic web technologies.

    Applied Mathematical Biology - Dr. Victor Garcia

    The research group develops and applies mathematical models and methods to address open research questions in biology. Many methods use standard calculus, differential equations, machine learning and dynamical systems theory to describe and predict biological phenomena, such as for example, the relationship between codon bias and gene expression via the concept of translational efficiency, applied to codon optimization problems. Further interests lie in the exploration of cancer-immune system interactions and their predictive power for cancer immunotherapies as well as the population genetics of the early infection-phase of partially-recombining viruses.

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    Competencies
    • Bioinformatics
    • Data Science
    Competencies (detailed)
    • computational genomics
    • host-pathogen interactions
    • mathematical modeling
    • algorithm design
    • machine learning
    • deep learning
    • natural language processing
    • cancer-immune system interactions
    Biotechnet platforms
    Data Science
    Group leader
    Manuel Gil
    Maria Anisimova
    Academic institution
    ZHAW ICLS- Zurich University of Applied Sciences - Institute for Computational Life Sciences
    Location
    • Schloss 4, 8820 Wädenswil, Switzerland

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