Emmanuel Barillot
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Explore the profile of Emmanuel Barillot including associated specialties, affiliations and a list of published articles.
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Articles
170
Citations
9361
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Recent Articles
1.
Captier N, Lerousseau M, Orlhac F, Hovhannisyan-Baghdasarian N, Luporsi M, Woff E, et al.
Nat Commun
. 2025 Jan;
16(1):614.
PMID: 39800784
Immunotherapy is improving the survival of patients with metastatic non-small cell lung cancer (NSCLC), yet reliable biomarkers are needed to identify responders prospectively and optimize patient care. In this study,...
2.
Ruscone M, Checcoli A, Heiland R, Barillot E, Macklin P, Calzone L, et al.
Brief Bioinform
. 2024 Oct;
25(6).
PMID: 39425527
Multiscale models provide a unique tool for analyzing complex processes that study events occurring at different scales across space and time. In the context of biological systems, such models can...
3.
Ruscone M, Checcoli A, Heiland R, Barillot E, Macklin P, Calzone L, et al.
ArXiv
. 2024 Jul;
PMID: 38979487
Multiscale models provide a unique tool for studying complex processes that study events occurring at different scales across space and time. In the context of biological systems, such models can...
4.
Smelko A, Kratochvil M, Barillot E, Noel V
BMC Bioinformatics
. 2024 May;
25(1):199.
PMID: 38789933
Background: Computational models in systems biology are becoming more important with the advancement of experimental techniques to query the mechanistic details responsible for leading to phenotypes of interest. In particular,...
5.
Malagoli G, Valle F, Barillot E, Caselle M, Martignetti L
Cancers (Basel)
. 2024 Apr;
16(7).
PMID: 38611028
Topic modeling is a popular technique in machine learning and natural language processing, where a corpus of text documents is classified into themes or topics using word frequency analysis. This...
6.
Niarakis A, Ostaszewski M, Mazein A, Kuperstein I, Kutmon M, Gillespie M, et al.
Front Immunol
. 2024 Feb;
14:1282859.
PMID: 38414974
Introduction: The COVID-19 Disease Map project is a large-scale community effort uniting 277 scientists from 130 Institutions around the globe. We use high-quality, mechanistic content describing SARS-CoV-2-host interactions and develop...
7.
Ponce-de-Leon M, Montagud A, Noel V, Meert A, Pradas G, Barillot E, et al.
NPJ Syst Biol Appl
. 2023 Oct;
9(1):54.
PMID: 37903760
In systems biology, mathematical models and simulations play a crucial role in understanding complex biological systems. Different modelling frameworks are employed depending on the nature and scales of the system...
8.
Ruscone M, Montagud A, Chavrier P, Destaing O, Bonnet I, Zinovyev A, et al.
Bioinformatics
. 2023 Jun;
39(6).
PMID: 37289551
Motivation: Mathematical models of biological processes altered in cancer are built using the knowledge of complex networks of signaling pathways, detailing the molecular regulations inside different cell types, such as...
9.
Calzone L, Noel V, Barillot E, Kroemer G, Stoll G
Comput Struct Biotechnol J
. 2023 Jun;
21:3158.
PMID: 37287810
[This corrects the article DOI: 10.1016/j.csbj.2022.10.003.].
10.
Calzone L, Noel V, Barillot E, Kroemer G, Stoll G
Comput Struct Biotechnol J
. 2022 Oct;
20:5661-5671.
PMID: 36284705
As a result of the development of experimental technologies and the accumulation of data, biological and molecular processes can be described as complex networks of signaling pathways. These networks are...