Search Results - "Gkoutos, Georgios"

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    CACONET: a novel classification framework for microbial correlation networks by Xu, Yuanwei, Nash, Katrina, Acharjee, Animesh, Gkoutos, Georgios V

    Published in Bioinformatics (04-03-2022)
    “…Abstract Motivation Existing microbiome-based disease prediction relies on the ability of machine learning methods to differentiate disease from healthy…”
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    Data-driven discovery and validation of circulating blood-based biomarkers associated with prevalent atrial fibrillation by Chua, Winnie, Purmah, Yanish, Cardoso, Victor R, Gkoutos, Georgios V, Tull, Samantha P, Neculau, Georgiana, Thomas, Mark R, Kotecha, Dipak, Lip, Gregory Y H, Kirchhof, Paulus, Fabritz, Larissa

    Published in European heart journal (21-04-2019)
    “…Undetected atrial fibrillation (AF) is a major health concern. Blood biomarkers associated with AF could simplify patient selection for screening and further…”
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    Path-based extensions of local link prediction methods for complex networks by Aziz, Furqan, Gul, Haji, Uddin, Irfan, Gkoutos, Georgios V.

    Published in Scientific reports (16-11-2020)
    “…Link prediction in a complex network is a problem of fundamental interest in network science and has attracted increasing attention in recent years. It aims to…”
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    Allergic diseases and long-term risk of autoimmune disorders: longitudinal cohort study and cluster analysis by Krishna, Mamidipudi Thirumala, Subramanian, Anuradhaa, Adderley, Nicola J, Zemedikun, Dawit T, Gkoutos, Georgios V, Nirantharakumar, Krishnarajah

    Published in The European respiratory journal (01-11-2019)
    “…The association between allergic diseases and autoimmune disorders is not well established. Our objective was to determine incidence rates of autoimmune…”
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    Uberon, an integrative multi-species anatomy ontology by Mungall, Christopher J, Torniai, Carlo, Gkoutos, Georgios V, Lewis, Suzanna E, Haendel, Melissa A

    Published in Genome biology (31-01-2012)
    “…We present Uberon, an integrated cross-species ontology consisting of over 6,500 classes representing a variety of anatomical entities, organized according to…”
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    A Practical Guide to Assess the Reproducibility of Echocardiographic Measurements by Bunting, Karina V., Steeds, Richard P., Slater, Luke T., Rogers, Jennifer K., Gkoutos, Georgios V., Kotecha, Dipak

    “…Echocardiography plays an essential role in the diagnosis and assessment of cardiovascular disease. Measurements derived from echocardiography are also used to…”
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    The role of ontologies in biological and biomedical research: a functional perspective by Hoehndorf, Robert, Schofield, Paul N, Gkoutos, Georgios V

    Published in Briefings in bioinformatics (01-11-2015)
    “…Ontologies are widely used in biological and biomedical research. Their success lies in their combination of four main features present in almost all…”
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    The anatomy of phenotype ontologies: principles, properties and applications by Gkoutos, Georgios V, Schofield, Paul N, Hoehndorf, Robert

    Published in Briefings in bioinformatics (28-09-2018)
    “…Abstract The past decade has seen an explosion in the collection of genotype data in domains as diverse as medicine, ecology, livestock and plant breeding…”
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    NFnetFu: A novel workflow for microbiome data fusion by Bisht, Vartika, Acharjee, Animesh, Gkoutos, Georgios V.

    Published in Computers in biology and medicine (01-08-2021)
    “…Microbiome data analysis and its interpretation into meaningful biological insights remain very challenging for numerous reasons, perhaps most prominently, due…”
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    Fractal Analysis: Prognostic Value of Left Ventricular Trabecular Complexity Cardiovascular MRI in Participants with Hypertrophic Cardiomyopathy by Wang, Jie, Li, Yuancheng, Yang, Fuyao, Bravo, Laura, Wan, Ke, Xu, Yuanwei, Cheng, Wei, Sun, Jiayu, Zhu, Yanjie, Zhu, Tingxi, Gkoutos, Georgios V, Han, Yuchi, Chen, Yucheng

    Published in Radiology (01-01-2021)
    “…Background The prognostic value of myocardial trabecular complexity in patients with hypertrophic cardiomyopathy (HCM) is unknown. Purpose To explore the…”
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    Data extraction for epidemiological research (DExtER): a novel tool for automated clinical epidemiology studies by Gokhale, Krishna Margadhamane, Chandan, Joht Singh, Toulis, Konstantinos, Gkoutos, Georgios, Tino, Peter, Nirantharakumar, Krishnarajah

    Published in European journal of epidemiology (01-02-2021)
    “…The use of primary care electronic health records for research is abundant. The benefits gained from utilising such records lies in their size, longitudinal…”
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    Machine Learning-Based Identification of Colon Cancer Candidate Diagnostics Genes by Koppad, Saraswati, Basava, Annappa, Nash, Katrina, Gkoutos, Georgios V, Acharjee, Animesh

    Published in Biology (Basel, Switzerland) (25-02-2022)
    “…Colorectal cancer (CRC) is the third leading cause of cancer-related death and the fourth most commonly diagnosed cancer worldwide. Due to a lack of diagnostic…”
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    A random forest based biomarker discovery and power analysis framework for diagnostics research by Acharjee, Animesh, Larkman, Joseph, Xu, Yuanwei, Cardoso, Victor Roth, Gkoutos, Georgios V

    Published in BMC medical genomics (23-11-2020)
    “…Biomarker identification is one of the major and important goal of functional genomics and translational medicine studies. Large scale -omics data are…”
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    DeepPVP: phenotype-based prioritization of causative variants using deep learning by Boudellioua, Imane, Kulmanov, Maxat, Schofield, Paul N, Gkoutos, Georgios V, Hoehndorf, Robert

    Published in BMC bioinformatics (06-02-2019)
    “…Prioritization of variants in personal genomic data is a major challenge. Recently, computational methods that rely on comparing phenotype similarity have…”
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    Radiomic Analysis of Native T1 Mapping Images Discriminates Between MYH7 and MYBPC3‐Related Hypertrophic Cardiomyopathy by Wang, Jie, Yang, Fuyao, Liu, Wentao, Sun, Jiayu, Han, Yuchi, Li, Dong, Gkoutos, Georgios V., Zhu, Yanjie, Chen, Yucheng

    Published in Journal of magnetic resonance imaging (01-12-2020)
    “…Background The phenotype via conventional cardiac MRI analysis of MYH7 (β‐myosin heavy chain)‐ and MYBPC3 (β‐myosin‐binding protein C)‐associated hypertrophic…”
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