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Fabian J Theis
Fabian J Theis
Verified email at helmholtz-muenchen.de - Homepage
Title
Cited by
Cited by
Year
SARS-CoV-2 entry factors are highly expressed in nasal epithelial cells together with innate immune genes
W Sungnak, N Huang, C Bécavin, M Berg, R Queen, M Litvinukova, ...
Nature medicine 26 (5), 681-687, 2020
19252020
SCANPY: large-scale single-cell gene expression data analysis
FA Wolf, P Angerer, FJ Theis
Genome biology 19 (1), 1-5, 2018
18942018
SARS-CoV-2 receptor ACE2 is an interferon-stimulated gene in human airway epithelial cells and is detected in specific cell subsets across tissues
CGK Ziegler, SJ Allon, SK Nyquist, IM Mbano, VN Miao, CN Tzouanas, ...
Cell 181 (5), 1016-1035. e19, 2020
16612020
Science forum: the human cell atlas
A Regev, SA Teichmann, ES Lander, I Amit, C Benoist, E Birney, ...
elife 6, e27041, 2017
12952017
Computational analysis of cell-to-cell heterogeneity in single-cell RNA-sequencing data reveals hidden subpopulations of cells
F Buettner, KN Natarajan, FP Casale, V Proserpio, A Scialdone, FJ Theis, ...
Nature biotechnology 33 (2), 155-160, 2015
9712015
An atlas of genetic influences on human blood metabolites
SY Shin, EB Fauman, AK Petersen, J Krumsiek, R Santos, J Huang, ...
Nature genetics 46 (6), 543-550, 2014
8662014
Current best practices in single‐cell RNA‐seq analysis: a tutorial
MD Luecken, FJ Theis
Molecular systems biology 15 (6), e8746, 2019
7792019
Diffusion pseudotime robustly reconstructs lineage branching
L Haghverdi, M Büttner, FA Wolf, F Buettner, FJ Theis
Nature methods 13 (10), 845-848, 2016
7792016
Genome-wide association analyses identify 18 new loci associated with serum urate concentrations
A Köttgen, E Albrecht, A Teumer, V Vitart, J Krumsiek, C Hundertmark, ...
Nature genetics 45 (2), 145-154, 2013
7222013
Severe COVID-19 is marked by a dysregulated myeloid cell compartment
J Schulte-Schrepping, N Reusch, D Paclik, K Baßler, S Schlickeiser, ...
Cell 182 (6), 1419-1440. e23, 2020
6812020
Generalizing RNA velocity to transient cell states through dynamical modeling
V Bergen, M Lange, S Peidli, FA Wolf, FJ Theis
Nature biotechnology 38 (12), 1408-1414, 2020
5932020
Deep learning: new computational modelling techniques for genomics
G Eraslan, Ž Avsec, J Gagneur, FJ Theis
Nature Reviews Genetics 20 (7), 389-403, 2019
5452019
PAGA: graph abstraction reconciles clustering with trajectory inference through a topology preserving map of single cells
FA Wolf, FK Hamey, M Plass, J Solana, JS Dahlin, B Göttgens, ...
Genome biology 20 (1), 1-9, 2019
5312019
Diffusion maps for high-dimensional single-cell analysis of differentiation data
L Haghverdi, F Buettner, FJ Theis
Bioinformatics 31 (18), 2989-2998, 2015
4942015
Single-cell RNA-seq denoising using a deep count autoencoder
G Eraslan, LM Simon, M Mircea, NS Mueller, FJ Theis
Nature communications 10 (1), 1-14, 2019
4552019
Hypergraphs and cellular networks
S Klamt, UU Haus, F Theis
PLoS computational biology 5 (5), e1000385, 2009
4392009
Sparse component analysis and blind source separation of underdetermined mixtures
P Georgiev, F Theis, A Cichocki
IEEE Transactions on Neural Networks 16 (4), 993, 2005
4322005
A cellular census of human lungs identifies novel cell states in health and in asthma
FA Vieira Braga, G Kar, M Berg, OA Carpaij, K Polanski, LM Simon, ...
Nature medicine 25 (7), 1153-1163, 2019
4132019
Eleven grand challenges in single-cell data science
D Lähnemann, J Köster, E Szczurek, DJ McCarthy, SC Hicks, ...
Genome biology 21 (1), 1-35, 2020
4032020
Combined single-cell functional and gene expression analysis resolves heterogeneity within stem cell populations
NK Wilson, DG Kent, F Buettner, M Shehata, IC Macaulay, ...
Cell stem cell 16 (6), 712-724, 2015
3912015
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