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Britta Velten
Britta Velten
Bestätigte E-Mail-Adresse bei cos.uni-heidelberg.de - Startseite
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Zitiert von
Zitiert von
Jahr
Multi‐Omics Factor Analysis—a framework for unsupervised integration of multi‐omics data sets
R Argelaguet*, B Velten*, D Arnol, S Dietrich, T Zenz, JC Marioni, ...
Molecular systems biology 14 (6), 2018
8092018
Gene expression across mammalian organ development
M Cardoso-Moreira, J Halbert, D Valloton, B Velten, C Chen, Y Shao, ...
Nature 571 (7766), 505-509, 2019
5182019
MOFA+: a statistical framework for comprehensive integration of multi-modal single-cell data
R Argelaguet*, D Arnol*, D Bredikhin, Y Deloro, B Velten, JC Marioni, ...
Genome Biology 21 (1), 1-17, 2020
4192020
Drug-perturbation-based stratification of blood cancer
S Dietrich*, M Oleś*, J Lu*, L Sellner, S Anders, B Velten, B Wu, J Hüllein, ...
The Journal of clinical investigation 128 (1), 427-445, 2018
1502018
Identifying temporal and spatial patterns of variation from multimodal data using MEFISTO
B Velten, JM Braunger, R Argelaguet, D Arnol, J Wirbel, D Bredikhin, ...
Nature methods 19 (2), 179-186, 2022
832022
Spatial multiomics map of trophoblast development in early pregnancy
A Arutyunyan, K Roberts, K Troulé, FCK Wong, MA Sheridan, I Kats, ...
Nature 616 (7955), 143-151, 2023
632023
Mechanistic insights into transcription factor cooperativity and its impact on protein-phenotype interactions
IL Ibarra, NM Hollmann, B Klaus, S Augsten, B Velten, J Hennig, ...
Nature communications 11 (1), 124, 2020
592020
Developmental gene expression differences between humans and mammalian models
M Cardoso-Moreira, I Sarropoulos, B Velten, M Mort, DN Cooper, ...
Cell reports 33 (4), 2020
522020
Survey of ex vivo drug combination effects in chronic lymphocytic leukemia reveals synergistic drug effects and genetic dependencies
M Lukas*, B Velten*, L Sellner, K Tomska, J Hüellein, T Walther, ...
Leukemia, 1-17, 2020
202020
Adaptive penalization in high-dimensional regression and classification with external covariates using variational Bayes
B Velten, W Huber
Biostatistics, kxz034, 2019
162019
FISHFactor: a probabilistic factor model for spatial transcriptomics data with subcellular resolution
FC Walter, O Stegle, B Velten
Bioinformatics 39 (5), btad183, 2023
122023
Multicellular factor analysis of single-cell data for a tissue-centric understanding of disease
ROR Flores, JD Lanzer, D Dimitrov, B Velten, J Saez-Rodriguez
Elife 12, e93161, 2023
82023
Principles and challenges of modeling temporal and spatial omics data
B Velten, O Stegle
Nature Methods 20 (10), 1462-1474, 2023
62023
Meta-Research: The changing career paths of PhDs and postdocs trained at EMBL
J Lu, B Velten, B Klaus, M Ramm, W Huber, R Coulthard-Graf
Elife 12, e78706, 2023
3*2023
Image-based Parameter Inference for Spatio-temporal models of Organogenesis
B Velten, E Uenal, D Iber
arXiv preprint arXiv:1406.2573, 2014
22014
In situ analysis of osmolyte mechanisms of proteome thermal stabilization
M Pepelnjak, B Velten, N Näpflin, T von Rosen, UC Palmiero, JH Ko, ...
Nature Chemical Biology, 1-13, 2024
2024
Multivariate Methods for Heterogeneous High-Dimensional Data in Genome Biology
B Velten
ETH Zurich, 2019
2019
Cellij: A Modular Factor Model Framework for Interpretable and Accelerated Multi-Omics Data Integration
M Rohbeck, A Qoku, T Treis, FJ Theis, B Velten, F Buettner, O Stegle
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