Follow
Mattias Rantalainen
Mattias Rantalainen
Associate professor, Karolinska Institutet, Sweden
Verified email at ki.se
Title
Cited by
Cited by
Year
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: A Journal of the Chemometrics Society 20 (8‐10 …, 2006
14882006
Symbiotic gut microbes modulate human metabolic phenotypes
M Li, B Wang, M Zhang, M Rantalainen, S Wang, H Zhou, Y Zhang, ...
Proceedings of the National Academy of Sciences 105 (6), 2117-2122, 2008
13152008
Reprogramming Tumor-Associated Macrophages by Antibody Targeting Inhibits Cancer Progression and Metastasis
AM Georgoudaki, KE Prokopec, VF Boura, E Hellqvist, S Sohn, J Östling, ...
Cell reports 15 (9), 2000-2011, 2016
5262016
Artificial intelligence for diagnosis and grading of prostate cancer in biopsies: a population-based, diagnostic study
P Ström, K Kartasalo, H Olsson, L Solorzano, B Delahunt, DM Berney, ...
The Lancet Oncology 21 (2), 222-232, 2020
4462020
Artificial intelligence as the next step towards precision pathology
B Acs, M Rantalainen, J Hartman
Journal of internal medicine 288 (1), 62-81, 2020
2972020
Top-Down Systems Biology Modeling of Host Metabotype− Microbiome Associations in Obese Rodents
A Waldram, E Holmes, Y Wang, M Rantalainen, ID Wilson, KM Tuohy, ...
Journal of proteome research 8 (5), 2361-2375, 2009
2872009
Digital image analysis outperforms manual biomarker assessment in breast cancer
G Stålhammar, NF Martinez, M Lippert, NP Tobin, I Mølholm, L Kis, ...
Modern Pathology 29 (4), 318-329, 2016
1912016
Statistically integrated metabonomic-proteomic studies on a human prostate cancer xenograft model in mice
M Rantalainen, O Cloarec, O Beckonert, ID Wilson, D Jackson, R Tonge, ...
Journal of proteome research 5 (10), 2642-2655, 2006
1792006
Human metabolic profiles are stably controlled by genetic and environmental variation
G Nicholson, M Rantalainen, AD Maher, JV Li, D Malmodin, KR Ahmadi, ...
Molecular systems biology 7 (1), 525, 2011
1672011
Beta-Poisson model for single-cell RNA-seq data analyses
TN Vu, QF Wills, KR Kalari, N Niu, L Wang, M Rantalainen, Y Pawitan
Bioinformatics 32 (14), 2128-2135, 2016
1572016
The metabonomics of aging and development in the rat: an investigation into the effect of age on the profile of endogenous metabolites in the urine of male rats using 1H NMR …
RE Williams, EM Lenz, JS Lowden, M Rantalainen, ID Wilson
Molecular BioSystems 1 (2), 166-175, 2005
1412005
TP53 outperforms other androgen receptor biomarkers to predict abiraterone or enzalutamide outcome in metastatic castration-resistant prostate cancer
B De Laere, S Oeyen, M Mayrhofer, T Whitington, PJ van Dam, ...
Clinical Cancer Research 25 (6), 1766-1773, 2019
1382019
A genome-wide metabolic QTL analysis in Europeans implicates two loci shaped by recent positive selection
G Nicholson, M Rantalainen, JV Li, AD Maher, D Malmodin, KR Ahmadi, ...
PLoS genetics 7 (9), e1002270, 2011
1362011
Cell-free DNA profiling of metastatic prostate cancer reveals microsatellite instability, structural rearrangements and clonal hematopoiesis
M Mayrhofer, B De Laere, T Whitington, P Van Oyen, C Ghysel, J Ampe, ...
Genome medicine 10 (1), 1-13, 2018
1192018
Assessment of breast cancer risk factors reveals subtype heterogeneity
J Holm, L Eriksson, A Ploner, M Eriksson, M Rantalainen, J Li, P Hall, ...
Cancer research 77 (13), 3708-3717, 2017
1162017
K-OPLS package: kernel-based orthogonal projections to latent structures for prediction and interpretation in feature space
M Bylesjö, M Rantalainen, JK Nicholson, E Holmes, J Trygg
BMC bioinformatics 9 (1), 1-7, 2008
1052008
Improved breast cancer histological grading using deep learning
Y Wang, B Acs, S Robertson, B Liu, L Solorzano, C Wählby, J Hartman, ...
Annals of Oncology 33 (1), 89-98, 2022
1042022
The presence of methylation quantitative trait loci indicates a direct genetic influence on the level of DNA methylation in adipose tissue
AW Drong, G Nicholson, ÅK Hedman, E Meduri, E Grundberg, KS Small, ...
PLoS One 8 (2), e55923, 2013
982013
Statistical correlation and projection methods for improved information recovery from diffusion-edited NMR spectra of biological samples
LM Smith, AD Maher, O Cloarec, M Rantalainen, H Tang, P Elliott, ...
Analytical chemistry 79 (15), 5682-5689, 2007
962007
Topographical variation in metabolic signatures of human gastrointestinal biopsies revealed by high-resolution magic-angle spinning 1H NMR spectroscopy
Y Wang, E Holmes, EM Comelli, G Fotopoulos, G Dorta, H Tang, ...
Journal of proteome research 6 (10), 3944-3951, 2007
922007
The system can't perform the operation now. Try again later.
Articles 1–20