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Using chemometrics for navigating in the large data sets of genomics, proteomics, and metabonomics (gpm).
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- Analytical & Bioanalytical Chemistry, 2004, v. 380, n. 3, p. 419, doi. 10.1007/s00216-004-2783-y
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Changes in diurnal patterns within the Populus transcriptome and metabolome in response to photoperiod variation.
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- Plant, Cell & Environment, 2010, v. 33, n. 8, p. 1298, doi. 10.1111/j.1365-3040.2010.02148.x
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Orthogonal PLS (OPLS) Modeling for Improved Analysis and Interpretation in Drug Design.
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- Molecular Informatics, 2012, v. 31, n. 6/7, p. 414, doi. 10.1002/minf.201200158
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OnPLS integration of transcriptomic, proteomic and metabolomic data shows multi-level oxidative stress responses in the cambium of transgenic hipIsuperoxide dismutase Populus plants.
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- BMC Genomics, 2013, v. 14, n. 1, p. 1, doi. 10.1186/1471-2164-14-893
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Multiblock variable influence on orthogonal projections (MB-VIOP) for enhanced interpretation of total, global, local and unique variations in OnPLS models.
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- BMC Bioinformatics, 2021, v. 22, n. 1, p. 1, doi. 10.1186/s12859-021-04015-9
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Overexpression of VviPGIP1 and NtCAD14 in Tobacco Screened Using Glycan Microarrays Reveals Cell Wall Reorganisation in the Absence of Fungal Infection.
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- Vaccines, 2020, v. 8, n. 3, p. 388, doi. 10.3390/vaccines8030388
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A Novel Data Mining Framework to Investigate Causes of Boiler Failures in Waste-to-Energy Plants.
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- Processes, 2024, v. 12, n. 7, p. 1346, doi. 10.3390/pr12071346
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Strong invaders are strong defenders - implications for the resistance of invaded communities.
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- Ecology Letters, 2016, v. 19, n. 4, p. 487, doi. 10.1111/ele.12586
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Multivariate strategy for the sample selection and integration of multi-batch data in metabolomics.
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- Metabolomics, 2017, v. 13, n. 10, p. 1, doi. 10.1007/s11306-017-1248-1
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The effects of thawing on the plasma metabolome: evaluating differences between thawed plasma and multi-organ samples.
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- Metabolomics, 2017, v. 13, n. 6, p. 1, doi. 10.1007/s11306-017-1196-9
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- Article
Lipid response patterns in acute phase paediatric Plasmodium falciparum malaria.
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- Metabolomics, 2017, v. 13, n. 4, p. 1, doi. 10.1007/s11306-017-1174-2
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Serum metabolite signature predicts the acute onset of diabetes in spontaneously diabetic congenic BB rats.
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- Metabolomics, 2011, v. 7, n. 4, p. 593, doi. 10.1007/s11306-011-0278-3
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- Article
NMR processing techniques based on multivariate data analysis and orthogonal signal correction.
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- Magnetic Resonance in Chemistry, 2001, v. 39, n. 5, p. 267, doi. 10.1002/mrc.838
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ADC texture—An imaging biomarker for high-grade glioma?
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- Medical Physics, 2014, v. 41, n. 10, p. 1, doi. 10.1118/1.4894812
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Metabolic Signature Profiling as a Diagnostic and Prognostic Tool in Pediatric Plasmodium falciparum Malaria.
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- Open Forum Infectious Diseases, 2015, v. 2, n. 2, p. 1, doi. 10.1093/ofid/ofv062
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MirLocPredictor: A ConvNet-Based Multi-Label MicroRNA Subcellular Localization Predictor by Incorporating k-Mer Positional Information.
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- Genes, 2020, v. 11, n. 12, p. 1475, doi. 10.3390/genes11121475
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- Article
Quantitative proteomics reveals protein profiles underlying major transitions in aspen wood development.
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- BMC Genomics, 2016, v. 17, p. 1, doi. 10.1186/s12864-016-2458-z
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Statistical analysis in metabolic phenotyping.
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- Nature Protocols, 2021, v. 16, n. 9, p. 4299, doi. 10.1038/s41596-021-00579-1
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- Article
Dynamic ultrasound imaging—A multivariate approach for the analysis and comparison of time-dependent musculoskeletal movements.
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- BMC Medical Imaging, 2012, v. 12, n. 1, p. 1, doi. 10.1186/1471-2342-12-29
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Modelling human musculoskeletal functional movements using ultrasound imaging.
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- BMC Medical Imaging, 2010, v. 10, p. 9, doi. 10.1186/1471-2342-10-9
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Piecewise multivariate modelling of sequential metabolic profiling data.
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- BMC Bioinformatics, 2008, v. 9, p. 1, doi. 10.1186/1471-2105-9-105
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K-OPLS package: Kernel-based orthogonal projections to latent structures for prediction and interpretation in feature space.
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- BMC Bioinformatics, 2008, v. 9, p. 1, doi. 10.1186/1471-2105-9-106
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Ultrasound imaging of dorsal neck muscles with speckle tracking analyses – the relationship between muscle deformation and force.
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- Scientific Reports, 2019, v. 9, n. 1, p. N.PAG, doi. 10.1038/s41598-019-49916-1
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- Article
Individual Variation in Lipidomic Profiles of Healthy Subjects in Response to Omega-3 Fatty Acids.
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- PLoS ONE, 2013, v. 8, n. 10, p. 1, doi. 10.1371/journal.pone.0076575
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EGFR Gene Variants Are Associated with Specific Somatic Aberrations in Glioma.
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- PLoS ONE, 2012, v. 7, n. 12, p. 1, doi. 10.1371/journal.pone.0047929
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Altered Metabolic Signature in Pre-Diabetic NOD Mice.
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- PLoS ONE, 2012, v. 7, n. 4, p. 1, doi. 10.1371/journal.pone.0035445
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Perinatal risk factors for mortality in very preterm infants—A nationwide, population‐based discriminant analysis.
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- Acta Paediatrica, 2022, v. 111, n. 8, p. 1526, doi. 10.1111/apa.16356
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Multi-platform metabolomics assays for human lung lavage fluids in an air pollution exposure study.
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- Analytical & Bioanalytical Chemistry, 2016, v. 408, n. 17, p. 4751, doi. 10.1007/s00216-016-9566-0
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Subspace Based Model Identification for an Industrial Bioreactor: Handling Infrequent Sampling Using Missing Data Algorithms.
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- Processes, 2020, v. 8, n. 12, p. 1686, doi. 10.3390/pr8121686
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Multivariate analysis of ultrasound-recorded dorsal strain sequences: Investigation of dynamic neck extensions in women with chronic whiplash associated disorders.
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- Scientific Reports, 2016, p. 30415, doi. 10.1038/srep30415
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A whole-genome sequenced control population in northern Sweden reveals subregional genetic differences.
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- PLoS ONE, 2020, v. 15, n. 9, p. 1, doi. 10.1371/journal.pone.0237721
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Feasibility and performance of cross‐clone Raman calibration models in CHO cultivation.
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- Biotechnology Journal, 2024, v. 19, n. 1, p. 1, doi. 10.1002/biot.202300289
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Hierarchical time‐series analysis of dynamic bioprocess systems.
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- Biotechnology Journal, 2022, v. 17, n. 12, p. 1, doi. 10.1002/biot.202200237
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Combining Process and Spectroscopic Data to Improve Batch Modeling.
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- AIChE Journal, 2006, v. 52, n. 9, p. 3164, doi. 10.1002/aic.10932
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A multi-omics approach reveals function of Secretory Carrier-Associated Membrane Proteins in wood formation of Populus trees.
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- BMC Genomics, 2018, v. 19, p. 1, doi. 10.1186/s12864-017-4411-1
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BoT-Net: a lightweight bag of tricks-based neural network for efficient LncRNA–miRNA interaction prediction.
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- Interdisciplinary Sciences: Computational Life Sciences, 2022, v. 14, n. 4, p. 841, doi. 10.1007/s12539-022-00535-x
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Diagnostic properties of metabolic perturbations in rheumatoid arthritis.
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- Arthritis Research & Therapy, 2011, v. 13, n. 1, p. 1, doi. 10.1186/ar3243
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Metabolite and Lipid Profiling of Biobank Plasma Samples Collected Prior to Onset of Rheumatoid Arthritis.
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- PLoS ONE, 2016, v. 11, n. 10, p. 1, doi. 10.1371/journal.pone.0164196
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MASQOT-GUI: spot quality assessment for the two-channel microarray platform.
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- Bioinformatics, 2006, v. 22, n. 20, p. 2554, doi. 10.1093/bioinformatics/btl434
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- Article
Protein expression in tension wood formation monitored at high tissue resolution in Populus.
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- Journal of Experimental Botany, 2017, v. 68, n. 13, p. 3405, doi. 10.1093/jxb/erx186
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- Article
A SPECKLE TRACKING APPLICATION OF ULTRASOUND TO EVALUATE ACTIVITY OF MULTILAYERED CERVICAL MUSCLES.
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- Journal of Rehabilitation Medicine (Stiftelsen Rehabiliteringsinformation), 2014, v. 46, n. 7, p. 662, doi. 10.2340/16501977-1822
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Overexpression of vesicle-associated membrane protein PttVAP27-17 as a tool to improve biomass production and the overall saccharification yields in Populus trees.
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- Biotechnology for Biofuels, 2021, v. 14, n. 1, p. 1, doi. 10.1186/s13068-021-01895-0
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Metabolic profiling of zebrafish embryo development from blastula period to early larval stages.
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- PLoS ONE, 2019, v. 14, n. 5, p. 1, doi. 10.1371/journal.pone.0213661
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A geographically matched control population efficiently limits the number of candidate disease-causing variants in an unbiased whole-genome analysis.
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- PLoS ONE, 2019, v. 14, n. 3, p. 1, doi. 10.1371/journal.pone.0213350
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Application of Multiblock Analysis on Small Metabolomic Multi-Tissue Dataset.
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- Metabolites (2218-1989), 2020, v. 10, n. 7, p. 295, doi. 10.3390/metabo10070295
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Cell-specific chemotyping and multivariate imaging by combined FT-IR microspectroscopy and orthogonal projections to latent structures (OPLS) analysis reveals the chemical landscape of secondary xylem.
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- Plant Journal, 2011, v. 66, n. 5, p. 903, doi. 10.1111/j.1365-313X.2011.04542.x
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Data integration in plant biology: the O2PLS method for combined modeling of transcript and metabolite data.
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- Plant Journal, 2007, v. 52, n. 6, p. 1181, doi. 10.1111/j.1365-313X.2007.03293.x
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- Article
Environmental and hormonal regulation of the activity–dormancy cycle in the cambial meristem involves stage-specific modulation of transcriptional and metabolic networks.
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- Plant Journal, 2007, v. 50, n. 4, p. 557, doi. 10.1111/j.1365-313X.2007.03077.x
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Visualization of descriptive multiblock analysis.
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- Journal of Chemometrics, 2020, v. 34, n. 1, p. N.PAG, doi. 10.1002/cem.3071
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Multivariate patent analysis—Using chemometrics to analyze collections of chemical and pharmaceutical patents.
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- Journal of Chemometrics, 2020, v. 34, n. 1, p. N.PAG, doi. 10.1002/cem.3041
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- Article