World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
46
Citations
7736
World Ranking
6898
National Ranking
419

Overview

Georgios V. Gkoutos is affiliated with the University of Birmingham in the United Kingdom and has an academic focus on Medicine and Biochemistry, Genetics and Molecular Biology. Their work spans several subfields including Molecular Biology, Cardiology and Cardiovascular Medicine, Artificial Intelligence, Surgery, and Genetics.

Their research covers a broad range of topics, including:

  • Biomedical Text Mining and Ontologies
  • Bioinformatics and Genomic Networks
  • Atrial Fibrillation Management and Outcomes
  • Topic Modeling
  • Inflammatory Bowel Disease
  • Cardiovascular Function and Risk Factors
  • Gut microbiota and health

Among recent publications are the following papers:

  • "Symptoms and risk factors for long COVID in non-hospitalized adults" (2022) published in Nature Medicine
  • "Inflammation and Brain Structure in Schizophrenia and Other Neuropsychiatric Disorders" (2022) published in JAMA Psychiatry
  • "Evaluation and improvement of the National Early Warning Score (NEWS2) for COVID-19: a multi-hospital study" (2021) published in BMC Medicine
  • "A Pilot Integrative Analysis of Colonic Gene Expression, Gut Microbiota, and Immune Infiltration in Primary Sclerosing Cholangitis-Inflammatory Bowel Disease: Association of Disease With Bile Acid Pathways" (2020) published in Journal of Crohn's and Colitis
  • "A random forest based biomarker discovery and power analysis framework for diagnostics research" (2020) published in BMC Medical Genomics

Frequent co-authors collaborating with Georgios V. Gkoutos include:

  • Animesh Acharjee
  • Luke T. Slater
  • John A. Williams
  • Andreas Karwath
  • Victor Roth Cardoso

The primary venues for publication include:

  • bioRxiv (Cold Spring Harbor Laboratory)
  • Journal of Crohn's and Colitis
  • European Heart Journal
  • Computers in Biology and Medicine
  • Gastroenterology

Georgios V. Gkoutos has contributed to the field beyond journal articles through a book published by Frontiers Media titled Integrative Multi-Modal, Multi-Omics Analytics for the Better Understanding of Metabolic Diseases (2023).

Best Publications

  • The Human Phenotype Ontology project: linking molecular biology and disease through phenotype data

    Sebastian Köhler;Sandra C. Doelken;Christopher J. Mungall;Sebastian Bauer

  • Uberon, an integrative multi-species anatomy ontology

    Christopher J Mungall;Carlo Torniai;Georgios V Gkoutos;Suzanna E Lewis

  • Integrating phenotype ontologies across multiple species

    Christopher J Mungall;Georgios Vasileios Gkoutos;Cynthia L Smith;Melissa A Haendel

  • The role of ontologies in biological and biomedical research: a functional perspective

    Robert Hoehndorf;Paul N. Schofield;Georgios V. Gkoutos

  • Using ontologies to describe mouse phenotypes

    Georgios V Gkoutos;Eain C J Green;Ann-Marie Mallon;John M Hancock

  • PhenomeNET: a whole-phenome approach to disease gene discovery

    Robert Hoehndorf;Paul Schofield;Georgios Vasileios Gkoutos

  • The Planteome database:: an integrated resource for reference ontologies, plant genomics and phenomics

    Laurel Cooper;Austin Meier;Marie-Angélique Laporte;Justin L Elser

  • Phenotype ontologies: the bridge between genomics and evolution

    Paula M. Mabee;Michael Ashburner;Michael Ashburner;Quentin Cronk;Georgios V. Gkoutos

  • Data-driven discovery and validation of circulating blood-based biomarkers associated with prevalent atrial fibrillation.

    Winnie Chua;Yanish Purmah;Victor R Cardoso;Georgios V Gkoutos

  • The Units Ontology: a tool for integrating units of measurement in science

    Georgios V. Gkoutos;Paul N. Schofield;Robert Hoehndorf

  • A random forest based biomarker discovery and power analysis framework for diagnostics research.

    Animesh Acharjee;Animesh Acharjee;Joseph Larkman;Joseph Larkman;Yuanwei Xu;Yuanwei Xu;Victor Roth Cardoso;Victor Roth Cardoso

  • The anatomy of phenotype ontologies: principles, properties and applications.

    Georgios V Gkoutos;Paul N Schofield;Robert Hoehndorf

  • Analysis of the human diseasome using phenotype similarity between common, genetic, and infectious diseases

    Robert Hoehndorf;Paul N. Schofield;Georgios V. Gkoutos;Georgios V. Gkoutos

  • Evaluation of research in biomedical ontologies

    Robert Hoehndorf;Michel Dumontier;Georgios V. Gkoutos

  • Data extraction for epidemiological research (DExtER): a novel tool for automated clinical epidemiology studies

    Krishna Margadhamane Gokhale;Joht Singh Chandan;Konstantinos Toulis;Georgios Gkoutos

  • Aber-OWL: a framework for ontology-based data access in biology.

    Robert Hoehndorf;Luke T. Slater;Luke T. Slater;Paul N. Schofield;Georgios V. Gkoutos

  • A survey on clinical natural language processing in the United Kingdom from 2007 to 2022

    Unknown

  • Entity/quality-based logical definitions for the human skeletal phenome using PATO

    Georgios V. Gkoutos;Chris Mungall;Sandra Dolken;Michael Ashburner

  • Overview of the interactive task in BioCreative V

    Qinghua Wang;Shabbir S. Abdul;Lara Almeida;Sophia Ananiadou

  • Construction and accessibility of a cross-species phenotype ontology along with gene annotations for biomedical research.

    Sebastian Köhler;Sandra C Doelken;Barbara J Ruef;Sebastian Bauer

  • Redefining β-blocker response in heart failure patients with sinus rhythm and atrial fibrillation: a machine learning cluster analysis.

    Andreas Karwath;Karina V. Bunting;Karina V. Bunting;Simrat K. Gill;Otilia Tica

  • Integrating systems biology models and biomedical ontologies

    Robert Hoehndorf;Michel Dumontier;John H. Gennari;Sarala M. Wimalaratne

  • Mouse genetic and phenotypic resources for human genetics.

    Paul N. Schofield;Robert Hoehndorf;Georgios V. Gkoutos

  • Analysis of the human diseasome reveals phenotype modules across common, genetic, and infectious diseases

    Robert Hoehndorf;Paul N Schofield;Georgios V Gkoutos

Frequent Co-Authors

Robert Hoehndorf
Robert Hoehndorf King Abdullah University of Science and Technology
Paul N. Schofield
Paul N. Schofield University of Cambridge
Christopher J. Mungall
Christopher J. Mungall Lawrence Berkeley National Laboratory
Michel Dumontier
Michel Dumontier Maastricht University
John M. Hancock
John M. Hancock Norwich University
Peter N. Robinson
Peter N. Robinson The Jackson Laboratory
Suzanna E. Lewis
Suzanna E. Lewis Lawrence Berkeley National Laboratory
Melissa A. Haendel
Melissa A. Haendel University of Colorado Anschutz Medical Campus
Janan T. Eppig
Janan T. Eppig Mount Desert Island Biological Laboratory
Michael Ashburner
Michael Ashburner University of Cambridge

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