Articles avec mandats d'accès public - Claudio AngioneEn savoir plus
Disponibles quelque part : 42
Machine and deep learning meet genome-scale metabolic modelling
G Zampieri, S Vijayakumar, E Yaneske, C Angione
PLoS Computational Biology 15 (7), e1007084, 2019
Exigences : UK Biotechnology and Biological Sciences Research Council
Seeing the wood for the trees: a forest of methods for optimisation and omic-network integration in metabolic modelling
S Vijayakumar, M Conway, P Lió, C Angione
Briefings in Bioinformatics, 2017
Exigences : Versus Arthritis, UK, UK Engineering and Physical Sciences Research Council …
Using machine learning as a surrogate model for agent-based simulations
C Angione, E Silverman, E Yaneske
PLOS ONE 17 (2), e0263150, 2022
Exigences : British Heart Foundation, Chief Scientist Office, Scottish Executive, UK …
Situating agent-based modelling in population health research
E Silverman, U Gostoli, S Picascia, J Almagor, M McCann, R Shaw, ...
Emerging Themes in Epidemiology 18, 1-15, 2021
Exigences : Danish Council for Independent Research, British Heart Foundation, Chief …
A mechanism-aware and multiomic machine-learning pipeline characterizes yeast cell growth
C Culley, S Vijayakumar, G Zampieri, C Angione
Proceedings of the National Academy of Sciences 117 (31), 18869-18879, 2020
Exigences : UK Biotechnology and Biological Sciences Research Council, UK Research …
A pipeline and comparative study of 12 machine learning models for text classification
A Occhipinti, L Rogers, C Angione
Expert Systems with Applications 201, 117193, 2022
Exigences : UK Research & Innovation
Multiplex methods provide effective integration of multi-omic data in genome-scale models
C Angione, M Conway, P Lió
BMC bioinformatics 17 (4), 257-269, 2016
Exigences : UK Engineering and Physical Sciences Research Council
A hybrid flux balance analysis and machine learning pipeline elucidates metabolic adaptation in cyanobacteria
S Vijayakumar, PKSM Rahman, C Angione
Iscience 23 (12), 2020
Exigences : UK Biotechnology and Biological Sciences Research Council, UK Research …
Integrating genome-scale metabolic modelling and transfer learning for human gene regulatory network reconstruction
G Pio, P Mignone, G Magazzù, G Zampieri, M Ceci, C Angione
Bioinformatics 38 (2), 487-493, 2022
Exigences : UK Research & Innovation
Loss of full-length dystrophin expression results in major cell-autonomous abnormalities in proliferating myoblasts
MRF Gosselin, V Mournetas, M Borczyk, S Verma, A Occhipinti, J Róg, ...
Elife 11, e75521, 2022
Exigences : US National Institutes of Health, UK Research & Innovation
Dissecting the transcriptome in cardiovascular disease
EL Robinson, AH Baker, M Brittan, I McCracken, G Condorelli, ...
Cardiovascular Research 118 (4), 1004-1019, 2022
Exigences : Fonds national suisse, German Research Foundation, Fondazione Telethon …
In silico engineering of Pseudomonas metabolism reveals new biomarkers for increased biosurfactant production
A Occhipinti, F Eyassu, TJ Rahman, PKSM Rahman, C Angione
PeerJ 6, e6046, 2018
Exigences : UK Biotechnology and Biological Sciences Research Council
Bioinformatics Challenges and Potentialities in Studying Extreme Environments
C Angione, P Liò, S Pucciarelli, B Can, M Conway, M Lotti, H Bokhari, ...
International Meeting on Computational Intelligence Methods for …, 2016
Exigences : European Commission
Making life difficult for Clostridium difficile: augmenting the pathogen’s metabolic model with transcriptomic and codon usage data for better therapeutic target characterization
SS Kashaf, C Angione, P Lió
BMC systems biology 11, 1-13, 2017
Exigences : European Commission
Multimodal regularized linear models with flux balance analysis for mechanistic integration of omics data
G Magazzù, G Zampieri, C Angione
Bioinformatics 37 (20), 3546-3552, 2021
Exigences : UK Research & Innovation
Optimization of multi-omic genome-scale models: Methodologies, hands-on tutorial, and perspectives
S Vijayakumar, M Conway, P Lió, C Angione
Metabolic Network Reconstruction and Modeling: Methods and Protocols, 389-408, 2018
Exigences : UK Engineering and Physical Sciences Research Council
Social dynamics modeling of chrono-nutrition
A Di Stefano, M Scatà, S Vijayakumar, C Angione, A La Corte, P Liò
PLOS Computational Biology 15 (1), e1006714, 2019
Exigences : Government of Italy
Genome‐scale metabolic modelling of SARS‐CoV‐2 in cancer cells reveals an increased shift to glycolytic energy production
E Yaneske, G Zampieri, L Bertoldi, G Benvenuto, C Angione
FEBS letters 595 (18), 2350-2365, 2021
Exigences : UK Research & Innovation
Discovering essential multiple gene effects through large scale optimization: an application to human cancer metabolism
A Occhipinti, Y Hamadi, H Kugler, CM Wintersteiger, B Yordanov, ...
IEEE/ACM transactions on computational biology and bioinformatics 18 (6 …, 2020
Exigences : UK Research & Innovation
Glycosylation spectral signatures for glioma grade discrimination using Raman spectroscopy
A Quesnel, N Coles, C Angione, P Dey, TM Polvikoski, TF Outeiro, ...
BMC cancer 23 (1), 174, 2023
Exigences : UK Medical Research Council
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