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Beatriz Galindo-Prieto, PhD
Beatriz Galindo-Prieto, PhD
Research Associate at Imperial College London (London, United Kingdom)
Verified email at imperial.ac.uk - Homepage
Title
Cited by
Cited by
Year
Variable influence on projection (VIP) for orthogonal projections to latent structures (OPLS)
B Galindo‐Prieto, L Eriksson, J Trygg
Journal of Chemometrics 28 (8), 623-632, 2014
2752014
Variable influence on projection (VIP) for OPLS models and its applicability in multivariate time series analysis
B Galindo-Prieto, L Eriksson, J Trygg
Chemometrics and intelligent laboratory systems 146, 297-304, 2015
842015
Integrative metabolomics-genomics approach reveals key metabolic pathways and regulators of Alzheimer's disease
E Horgusluoglu, R Neff, WM Song, M Wang, Q Wang, M Arnold, ...
Alzheimer's & Dementia, 1-19, 2021
692021
OnPLS-based multi-block data integration: a multivariate approach to interrogating biological interactions in asthma
SN Reinke, B Galindo-Prieto, T Skotare, DI Broadhurst, A Singhania, ...
Analytical chemistry 90 (22), 13400-13408, 2018
332018
A new approach for variable influence on projection (VIP) in O2PLS models
B Galindo-Prieto, J Trygg, P Geladi
Chemometrics and Intelligent Laboratory Systems 160, 110-124, 2017
312017
Gaze and motor traces of language processing: Evidence from autism spectrum disorders in comparison to typical controls
M Vulchanova, S Chahboun, B Galindo-Prieto, V Vulchanov
Cognitive Neuropsychology 36 (7-8), 383-409, 2019
242019
Novel variable influence on projection (VIP) methods in OPLS, O2PLS, and OnPLS models for single-and multi-block variable selection: VIPOPLS, VIPO2PLS, and MB-VIOP methods
B Galindo-Prieto
Umeå University, 2017
142017
OPLS methods for the analysis of hyperspectral images—comparison with MCR‐ALS
M Dumarey, B Galindo‐Prieto, M Fransson, M Josefson, J Trygg
Journal of Chemometrics 28 (8), S687-S696, 2014
112014
Multiblock variable influence on orthogonal projections (MB-VIOP) for enhanced interpretation of total, global, local and unique variations in OnPLS models
B Galindo-Prieto, P Geladi, J Trygg
BMC bioinformatics 22 (1), 1-27, 2021
62021
Classification in hyperspectral images by independent component analysis, segmented cross-validation and uncertainty estimates
B Galindo-Prieto, F Westad
Journal of Spectral Imaging 7 (a4), 2018
22018
Integrative metabolomics‐genomics approach reveals that pathways related to the metabolism of acylcarnitines and amines are new potential targets of Alzheimer’s disease: Genome …
E Horgusluoglu‐Moloch, M Wang, M Arnold, J Krumsiek, ...
Alzheimer's & Dementia 16, e045610, 2020
12020
Multiblock variable influence on orthogonal projections (MB-VIOP) for enhanced interpretation of total, global, local and unique variations in OnPLS models
B Galindo-Prieto, P Geladi, J Trygg
arXiv:2001.06530v2 [stat.ME], 2020
2020
Using multivariate and multi-omics approaches to investigate autism spectrum disorder, asthma and Alzheimer’s disease
B Galindo-Prieto, J Krumsiek
15th Annual Conference of the Metabolomics Society, p.125, 2019
2019
Feature Selection Approaches for Unsupervised Classification in Hyperspectral Images and for Enhancement of Multiblock Analysis of Big Data
B Galindo-Prieto, F Westad
6th Annual Conference of AnalytiX-2018, 2018
2018
Multiblock variable influence on orthogonal projections (MB-VIOP) for variable selection in OnPLS models
B Galindo-Prieto, P Geladi, J Trygg
13th Scandinavian Symposium on Chemometrics (SSC15), 2017
2017
Comparison of O2PLS-VIP with i-PLS and other variable selection methods
B Galindo-Prieto, J Trygg, P Geladi
XVI Chemometrics in Analytical Chemistry (CAC 2016), 2016
2016
O43 A novel Multi-block Variable Influence on Orthogonal Projections (the multi-block VIOP) for a sharper data interpretation in O2PLS and OnPLS multivariate models
B Galindo-Prieto, P Geladi, J Trygg
XVI Chemometrics in Analytical Chemistry (CAC 2016), 2016
2016
O22 Variable influence on projection (VIP) for OPLS models and its applicability in multivariate time series analysis
B Galindo-Prieto, L Eriksson, J Trygg
14th Scandinavian Symposium on Chemometrics (SSC14), 2015
2015
Enhancement of OPLS/O2PLS/OnPLS model interpretation focusing on variable influence on projection (VIP)
B Galindo-Prieto, L Eriksson, J Trygg
6th International Chemometrics Research Meeting (ICRM 2014), 2014
2014
OPLS MODEL INTERPRETATION AND VARIABLE INFLUENCE ON PROJECTION (VIP)
B Galindo-Prieto, L Eriksson, J Trygg
European Industrial Doctoral School Summer Workshop 2014, p.9, 2014
2014
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