Georgios Paliouras
Overview
Explore the profile of Georgios Paliouras including associated specialties, affiliations and a list of published articles.
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Articles
16
Citations
151
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Recent Articles
1.
Arnal Segura M, Bini G, Krithara A, Paliouras G, Tartaglia G
Int J Mol Sci
. 2025 Mar;
26(5).
PMID: 40076709
Complex diseases pose challenges in prediction due to their multifactorial and polygenic nature. This study employed machine learning (ML) to analyze genomic data from the UK Biobank, aiming to predict...
2.
Fasoulis R, Paliouras G, Kavraki L
J Chem Inf Model
. 2024 Nov;
64(23):8729-8742.
PMID: 39555889
The binding of peptides to class-I Major Histocompability Complex (MHC) receptors and their subsequent recognition downstream by T-cell receptors are crucial processes for most multicellular organisms to be able to...
3.
Krithara A, Nentidis A, Vandorou E, Katsimpras G, Almirantis Y, Arnal M, et al.
J Am Med Inform Assoc
. 2024 Aug;
31(11):2689-2698.
PMID: 39180335
Objective: This article presents the novel BioASQ Synergy research process which aims to facilitate the interaction between biomedical experts and automated question-answering systems. Materials And Methods: The proposed research allows...
4.
Zavitsanos E, Mavroeidis D, Spyropoulou E, Fergadiotis M, Paliouras G
Sci Data
. 2024 Aug;
11(1):876.
PMID: 39138234
Tabular data is a way to structure, organize, and present information conveniently and effectively. Real-world tables present data in two dimensions by arranging cells in matrices that summarize information and...
5.
Fasoulis R, Rigo M, Antunes D, Paliouras G, Kavraki L
Immunoinformatics (Amst)
. 2024 Apr;
13.
PMID: 38577265
The cellular immune response comprises several processes, with the most notable ones being the binding of the peptide to the Major Histocompability Complex (MHC), the peptide-MHC (pMHC) presentation to the...
6.
Atalaia A, Wandrei D, Lalout N, Thompson R, Tassoni A, t Hoen P, et al.
Orphanet J Rare Dis
. 2024 Feb;
19(1):66.
PMID: 38355534
Background: The EURO-NMD Registry collects data from all neuromuscular patients seen at EURO-NMD's expert centres. In-kind contributions from three patient organisations have ensured that the registry is patient-centred, meaningful, and...
7.
Krithara A, Mork J, Nentidis A, Paliouras G
Front Res Metr Anal
. 2023 Oct;
8:1250930.
PMID: 37841902
Biomedical experts are facing challenges in keeping up with the vast amount of biomedical knowledge published daily. With millions of citations added to databases like MEDLINE/PubMed each year, efficiently accessing...
8.
Nentidis A, Chatzopoulos T, Krithara A, Tsoumakas G, Paliouras G
J Biomed Inform
. 2023 Sep;
146:104499.
PMID: 37714418
Objective: Semantic indexing of biomedical literature is usually done at the level of MeSH descriptors with several related but distinct biomedical concepts often grouped together and treated as a single...
9.
Aisopos F, Paliouras G
BMC Bioinformatics
. 2023 Jun;
24(1):272.
PMID: 37391722
This paper applies different link prediction methods on a knowledge graph generated from biomedical literature, with the aim to compare their ability to identify unknown drug-gene interactions and explain their...
10.
Krithara A, Nentidis A, Bougiatiotis K, Paliouras G
Sci Data
. 2023 Mar;
10(1):170.
PMID: 36973320
The BioASQ question answering (QA) benchmark dataset contains questions in English, along with golden standard (reference) answers and related material. The dataset has been designed to reflect real information needs...