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Max Bylesjö

OPLS discriminant analysis: combining the strengths of PLS‐DA and SIMCA classification
2006 · Max Bylesjö, Mattias Rantalainen, et al. · Journal of Chemometrics · 1,474
The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models
2010 · Leming Shi, Zhining Wen, et al. · Nature Biotechnology · 888
Microbe-host interplay in atopic dermatitis and psoriasis
2019 · Nanna Fyhrquist, Gareth Muirhead, et al. · Nature Communications · 410
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LAMINA: a tool for rapid quantification of leaf size and shape parameters
2008 · Max Bylesjö, Vincent Segura, et al. · BMC Plant Biology · 324
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Data integration in plant biology: the O2PLS method for combined modeling of transcript and metabolite data
2007 · Max Bylesjö, Daniel Eriksson, et al. · The Plant Journal · 240
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Survival prediction in mesothelioma using a scalable Lasso regression model: instructions for use and initial performance using clinical predictors
2018 · Andrew C Kidd, Michael McGettrick, et al. · BMJ Open Respiratory Research · 206
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Development and Independent Validation of a Prognostic Assay for Stage II Colon Cancer Using Formalin-Fixed Paraffin-Embedded Tissue
2011 · Richard D. Kennedy, Max Bylesjo, et al. · Journal of Clinical Oncology · 190
Identification and Validation of an Anthracycline/Cyclophosphamide–Based Chemotherapy Response Assay in Breast Cancer
2014 · Jude M. Mulligan, Laura A. Hill, et al. · JNCI Journal of the National Cancer Institute · 113
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K-OPLS package: Kernel-based orthogonal projections to latent structures for prediction and interpretation in feature space
2008 · Max Bylesjö, Mattias Rantalainen, et al. · BMC Bioinformatics · 87
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Orthogonal projections to latent structures as a strategy for microarray data normalization
2007 · Max Bylesjö, Daniel Eriksson, et al. · BMC Bioinformatics · 84
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Integrated Analysis of Transcript, Protein and Metabolite Data To Study Lignin Biosynthesis in Hybrid Aspen
2008 · Max Bylesjö, Robert Nilsson, et al. · Journal of Proteome Research · 66
Kernel‐based orthogonal projections to latent structures (K‐OPLS)
2007 · Mattias Rantalainen, Max Bylesjö, et al. · Journal of Chemometrics · 65
Changes in diurnal patterns within the Populus transcriptome and metabolome in response to photoperiod variation
2010 · DANIEL E. HOFFMAN, PÄR JONSSON, et al. · Plant Cell & Environment · 64
Characterization of the human T cell response to in vitro CD27 costimulation with varlilumab
2015 · Venky Ramakrishna, Karuna Sundarapandiyan, et al. · Journal for ImmunoTherapy of Cancer · 61
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UPSC‐BASE –Populus transcriptomics online
2006 · Andreas Sjödin, Max Bylesjö, et al. · The Plant Journal · 59
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A cross-species transcriptomics approach to identify genes involved in leaf development
2008 · Nathaniel Robert Street, Andreas Sjödin, et al. · BMC Genomics · 44
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The MAQC-II Project: A comprehensive study of common practices for the development and validation of microarray-based predictive models.
2010 · Leming Shi, Grant R. Campbell, et al. · 37
Global expression profiling in leaves of free-growing aspen
2008 · Andreas Sjödin, Kirsten Wissel, et al. · BMC Plant Biology · 33
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A Multivariate Approach to Investigate Docking Parameters' Effects on Docking Performance
2007 · C. David Andersson, Elin Thysell, et al. · Journal of Chemical Information and Modeling · 21
MASQOT: a method for cDNA microarray spot quality control
2005 · Max Bylesjö, Daniel Eriksson, et al. · BMC Bioinformatics · 19
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Tumor Fusion Burden as a Hallmark of Immune Infiltration in Prostate Cancer
2020 · Marie-Claire Wagle, Joseph Castillo, et al. · Cancer Immunology Research · 17
Non-linear modeling of 1H NMR metabonomic data using kernel-based orthogonal projections to latent structures optimized by simulated annealing
2011 · Judith M. Fonville, Max Bylesjö, et al. · Analytica Chimica Acta · 15
Extracting Meaningful Information from Metabonomic Data Using Multivariate Statistics
2015 · Max Bylesjö · Methods in molecular biology · 12
MASQOT-GUI: spot quality assessment for the two-channel microarray platform
2006 · Max Bylesjö, Andreas Sjödin, et al. · Bioinformatics · 9
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Peripheral blood immune cell profiling of acute corneal transplant rejection
2022 · Jesper Hjortdal, Matthew D. Griffin, et al. · American Journal of Transplantation · 5
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Works count: 63
Citation count: 4,557
H-index: 19
I10-index: 23
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