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Allan Tucker

brunel university

33H-index
230Paper Count
4.5KCitation Count
Published Papers 27
Publication Date
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Identifying and handling data bias within primary healthcare data using synthetic data generators
errHELIYON
IF3.6
err2024-01-01
err6
errOAAI
errDraghi, Barbara; Wang, Zhenchen; Myles, Puja; Tucker, Allan
errShare
errSave
New JBI policy emphasizes clinically-meaningful novel machine learning methods
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2022-03-01
err3
errOAAI
errTucker, Allan; Kannampallil, Thomas; Fodeh, Samah Jarad; Peleg, Mor
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errSave
Harnessing Large-Scale Herbarium Image Datasets Through Representation Learning
errFRONTIERS IN PLANT SCIENCE
IF4.8
err2022-01-13
err5
errOAAI
errWalker, Barnaby E.; Tucker, Allan; Nicolson, Nicky
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errSave
Investor sentiment and the dispersion of stock returns: Evidence based on the social network of investors
errINTERNATIONAL REVIEW OF FINANCIAL ANALYSIS
IF9.8
err2021-11-01
err17
errOAAI
errAl-Nasseri, Alya; Ali, Faek Menla; Tucker, Allan
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errSave
Using Bayesian Networks to Investigate the Influence of Subseasonal Arctic Variability on Midlatitude North Atlantic Circulation
errJOURNAL OF CLIMATE
IF4
err2021-03-01
err3
errOAAI
errHarwood, Nathanael; Hall, Richard; Di Capua, Giorgia; Russell, Andrew; Tucker, Allan
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errSave
Generating high-fidelity synthetic patient data for assessing machine learning healthcare software
errNPJ DIGITAL MEDICINE
IF15.1
err2020-11-09
err107
errOAAI
errTucker, Allan; Wang, Zhenchen; Rotalinti, Ylenia; Myles, Puja
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errSave
Using topological data analysis and pseudo time series to infer temporal phenotypes from electronic health records
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2020-08-01
err20
errOAAI
errDagliati, Arianna; Geifman, Nophar; Peek, Niels; Holmes, John H.; Sacchi, Lucia; Bellazzi, Riccardo; Sajjadi, Seyed Erfan; Tucker, Allan
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errSave
Hidden variables in a Dynamic Bayesian Network identify ecosystem level change
errECOLOGICAL INFORMATICS
IF7.3
err2018-05-01
err37
errOAAI
errUusitalo, Laura; Tomczak, Maciej T.; Mueller-Karulis, Barbel; Putnis, Ivars; Trifonova, Neda; Tucker, Allan
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errSave
Construction of a network describing asparagine metabolism in plants and its application to the identification of genes affecting asparagine metabolism in wheat under drought and nutritional stress
errFOOD AND ENERGY SECURITY
IF4.5
err2018-02-25
err50
errOAAI
errCurtis, Tanya Y.; Bo, Valeria; Tucker, Allan; Halford, Nigel G.
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errSave
Identification of cancer biomarkers of prognostic value using specific gene regulatory networks (GRN): a novel role of RAD51AP1 for ovarian and lung cancers
errCARCINOGENESIS
IF2.9
err2017-11-08
err44
errOAAI
errChudasama, Dimple; Bo, Valeria; Hall, Marcia; Anikin, Vladimir; Jeyaneethi, Jeyarooban; Gregory, Jane; Pados, George; Tucker, Allan; Harvey, Amanda; Pink, Ryan; Karteris, Emmanouil
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Updating Markov models to integrate cross-sectional and longitudinal studies (Reprinted from Artificial Intelligence in Medicine vol 77, pg 23-30, 2017)
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2017-09-01
err1
PREAI
errTucker, Allan; Li, Yuanxi; Garway-Heath, David
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errSave
Updating Markov models to integrate cross-sectional and longitudinal studies
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2017-03-01
err8
errOAAI
errTucker, Allan; Li, Yuanxi; Garway-Heath, David
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errSave
Predicting ecosystem responses to changes in fisheries catch, temperature, and primary productivity with a dynamic Bayesian network model
errICES JOURNAL OF MARINE SCIENCE
IF3.4
err2017-01-03
err34
errOAAI
errTrifonova, Neda; Maxwell, David; Pinnegar, John; Kenny, Andrew; Tucker, Allan
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errSave
Quantifying StockTwits semantic terms' trading behavior in financial markets: An effective application of decision tree algorithms
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2015-12-01
err26
errOAAI
errAl Nasseri, Alya; Tucker, Allan; de Cesare, Sergio
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errSave
Spatio-temporal Bayesian network models with latent variables for revealing trophic dynamics and functional networks in fisheries ecology
errECOLOGICAL INFORMATICS
IF7.3
err2015-11-01
err56
errOAAI
errTrifonova, Neda; Kenny, Andrew; Maxwell, David; Duplisea, Daniel; Fernandes, Jose; Tucker, Allan
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errSave
Exploring Early Glaucoma and the Visual Field Test: Classification and Clustering Using Bayesian Networks
errIEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF6.8
err2014-05-01
err24
PREAI
errCeccon, Stefano; Garway-Heath, David F.; Crabb, David P.; Tucker, Allan
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errSave
Improving predictive models of glaucoma severity by incorporating quality indicators
errARTIFICIAL INTELLIGENCE IN MEDICINE
IF6.2
err2014-02-01
err5
errOAAI
errSacchi, Lucia; Tucker, Allan; Counsell, Steve; Garway-Heath, David; Swift, Stephen
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errSave
Modelling and analysing the dynamics of disease progression from cross-sectional studies
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2013-04-01
err31
errOAAI
errLi, Yuanxi; Swift, Stephen; Tucker, Allan
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errSave
Bioinformatics tools in predictive ecology: applications to fisheries
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES
IF4.7
err2012-01-19
err16
errOAAI
errTucker, Allan; Duplisea, Daniel
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errSave
Consensus and Meta-analysis regulatory networks for combining multiple microarray gene expression datasets
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2008-12-01
err28
errOAAI
errSteele, Emma; Tucker, Allan
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Zidong Wang
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Daniel W. C. Ho
H-index: 101 · Papers: 524
P
Paul Kellam
H-index: 88 · Papers: 403
X
Xiaohui Liu
H-index: 83 · Papers: 511
C
Christine Orengo
H-index: 73 · Papers: 364
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