OPLS discriminant analysis: combining the strengths of PLS‐DA and SIMCA classification M Bylesjö, M Rantalainen, O Cloarec, JK Nicholson, E Holmes, J Trygg Journal of Chemometrics 20 (8‐10), 341-351, 2006 | 1520 | 2006 |
The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models. L Shi, G Campbell, WD Jones, F Campagne, Z Wen, SJ Walker, Z Su, ... Nature biotechnology 28 (8), 827, 2010 | 867 | 2010 |
Microbe-host interplay in atopic dermatitis and psoriasis N Fyhrquist, G Muirhead, S Prast-Nielsen, M Jeanmougin, P Olah, ... Nature communications 10 (1), 1-15, 2019 | 263 | 2019 |
LAMINA: a tool for rapid quantification of leaf size and shape parameters M Bylesjö, V Segura, R Soolanayakanahally, A Rae, J Trygg, ... BMC plant biology 8 (1), 82, 2008 | 253 | 2008 |
Development and independent validation of a prognostic assay for stage II colon cancer using formalin-fixed paraffin-embedded tissue RD Kennedy, M Bylesjo, P Kerr, T Davison, JM Black, EW Kay, RJ Holt, ... Journal of Clinical Oncology 29 (35), 4620-4626, 2011 | 234 | 2011 |
Data integration in plant biology: the O2PLS method for combined modeling of transcript and metabolite data M Bylesjö, D Eriksson, M Kusano, T Moritz, J Trygg The Plant Journal 52 (6), 1181-1191, 2007 | 233 | 2007 |
Survival prediction in mesothelioma using a scalable lasso regression model: instructions for use and initial performance using clinical predictors A Kidd, M McGettrick, S Tsim, D Halligan, M Bylesjo, K Blyth BMJ Open Respiratory Research, 2017 | 169 | 2017 |
Identification and Validation of an Anthracycline/Cyclophosphamide–Based Chemotherapy Response Assay in Breast Cancer JM Mulligan, LA Hill, S Deharo, G Irwin, D Boyle, KE Keating, OY Raji, ... Journal of the National Cancer Institute 106 (1), djt335, 2014 | 114 | 2014 |
K-OPLS package: Kernel-based orthogonal projections to latent structures for prediction and interpretation in feature space M Bylesjö, M Rantalainen, J Nicholson, E Holmes, J Trygg BMC bioinformatics 9 (1), 106, 2008 | 106 | 2008 |
Orthogonal projections to latent structures as a strategy for microarray data normalization M Bylesjö, D Eriksson, A Sjödin, S Jansson, T Moritz, J Trygg BMC bioinformatics 8 (1), 207, 2007 | 93 | 2007 |
Kernel‐based orthogonal projections to latent structures (K‐OPLS) M Rantalainen, M Bylesjö, O Cloarec, JK Nicholson, E Holmes, J Trygg Journal of Chemometrics 21 (7‐9), 376-385, 2007 | 78 | 2007 |
Integrated analysis of transcript, protein and metabolite data to study lignin biosynthesis in hybrid aspen M Bylesjö, R Nilsson, V Srivastava, A Grönlund, AI Johansson, ... Journal of proteome research 8 (1), 199-210, 2008 | 75 | 2008 |
Changes in diurnal patterns within the Populus transcriptome and metabolome in response to photoperiod variation DE Hoffman, P Jonsson, M Bylesjö, J Trygg, H Antti, ME Eriksson, T Moritz Plant, Cell & Environment 33 (8), 1298-1313, 2010 | 68 | 2010 |
UPSC‐BASE–Populus transcriptomics online A Sjödin, M Bylesjö, O Skogström, D Eriksson, P Nilsson, P Rydén, ... The Plant Journal 48 (5), 806-817, 2006 | 67 | 2006 |
Characterization of the human T cell response to in vitro CD27 costimulation with varlilumab V Ramakrishna, K Sundarapandiyan, B Zhao, M Bylesjo, HC Marsh, ... Journal for ImmunoTherapy of Cancer 3 (1), 1-13, 2015 | 63 | 2015 |
Colon Cancer Gene Expression Signatures and Methods of Use DP Harkin, V Proutski, J Black, P Kerr, R Kennedy, A Winter, T Davison, ... US Patent App. 13/981,601, 2014 | 55* | 2014 |
A cross-species transcriptomics approach to identify genes involved in leaf development N Street, A Sjödin, M Bylesjö, P Gustafsson, J Trygg, S Jansson BMC genomics 9 (1), 589, 2008 | 52 | 2008 |
Global expression profiling in leaves of free-growing aspen A Sjödin, K Wissel, M Bylesjö, J Trygg, S Jansson BMC plant biology 8 (1), 61, 2008 | 41 | 2008 |
Molecular Diagnostic Test for Cancer DP Harkin, F Patterson, C Trinder, EJ O'brien, C Michie, C Gourley, LA Hill, ... US Patent App. 14/123,406, 2014 | 39* | 2014 |
Normalization and closure M Bylesjö, O Cloarec, M Rantalainen Elsevier, 2009 | 29 | 2009 |