Search Results - "Gkoutos, Georgios"
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Symptoms and risk factors for long COVID in non-hospitalized adults
Published in Nature medicine (01-08-2022)“…Severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) infection is associated with a range of persistent symptoms impacting everyday functioning, known…”
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2
Inflammation and Brain Structure in Schizophrenia and Other Neuropsychiatric Disorders: A Mendelian Randomization Study
Published in JAMA psychiatry (Chicago, Ill.) (01-05-2022)“…Previous in vitro and postmortem research suggests that inflammation may lead to structural brain changes via activation of microglia and/or astrocytic…”
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3
CACONET: a novel classification framework for microbial correlation networks
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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4
Data-driven discovery and validation of circulating blood-based biomarkers associated with prevalent atrial fibrillation
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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5
Path-based extensions of local link prediction methods for complex networks
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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6
Allergic diseases and long-term risk of autoimmune disorders: longitudinal cohort study and cluster analysis
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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7
Uberon, an integrative multi-species anatomy ontology
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
Published in Journal of the American Society of Echocardiography (01-12-2019)“…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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9
The role of ontologies in biological and biomedical research: a functional perspective
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
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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11
NFnetFu: A novel workflow for microbiome data fusion
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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12
Computer-Aided Imaging Analysis of Probe-Based Confocal Laser Endomicroscopy With Molecular Labeling and Gene Expression Identifies Markers of Response to Biological Therapy in IBD Patients: The Endo-Omics Study
Published in Inflammatory bowel diseases (01-09-2023)“…Abstract Background We aimed to predict response to biologics in inflammatory bowel disease (IBD) using computerized image analysis of probe confocal laser…”
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13
Fractal Analysis: Prognostic Value of Left Ventricular Trabecular Complexity Cardiovascular MRI in Participants with Hypertrophic Cardiomyopathy
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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14
Data extraction for epidemiological research (DExtER): a novel tool for automated clinical epidemiology studies
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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15
Machine Learning-Based Identification of Colon Cancer Candidate Diagnostics Genes
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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16
A random forest based biomarker discovery and power analysis framework for diagnostics research
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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17
Smartphone detection of atrial fibrillation using photoplethysmography: a systematic review and meta-analysis
Published in Heart (British Cardiac Society) (01-10-2022)“…Timely diagnosis of atrial fibrillation (AF) is essential to reduce complications from this increasingly common condition. We sought to assess the diagnostic…”
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18
Correction: Evaluating the detection ability of a range of epistasis detection methods on simulated data for pure and impure epistatic models
Published in PloS one (06-07-2023)“…[This corrects the article DOI: 10.1371/journal.pone.0263390.]…”
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DeepPVP: phenotype-based prioritization of causative variants using deep learning
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
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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