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Matthias Becker
Matthias Becker
Deutsches Zentrum für Neurodegenerative Erkrankungen (DZNE)
Verified email at dzne.de
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Cited by
Cited by
Year
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
12592020
Disease severity-specific neutrophil signatures in blood transcriptomes stratify COVID-19 patients
AC Aschenbrenner, M Mouktaroudi, B Kraemer, M Oestreich, ...
Genome Medicine 13 (1), 1-25, 2021
2272021
Scalable prediction of acute myeloid leukemia using high-dimensional machine learning and blood transcriptomics
S Warnat-Herresthal, K Perrakis, B Taschler, M Becker, K Baßler, M Beyer, ...
Iscience 23 (1), 100780, 2020
552020
Model-based segmentation in orbital volume measurement with cone beam computed tomography and evaluation against current concepts
MEH Wagner, NC Gellrich, KI Friese, M Becker, FE Wolter, JT Lichtenstein, ...
International journal of computer assisted radiology and surgery 11 (1), 1-9, 2016
432016
Suppressive myeloid cells are a hallmark of severe COVID-19
J Schulte-Schrepping, N Reusch, D Paclik, K Baßler, S Schlickeiser, ...
medRxiv, 2020
292020
Swarm Learning as a privacy-preserving machine learning approach for disease classification
S Warnat-Herresthal, H Schultze, KPL Shastry, S Manamohan, ...
bioRxiv, 2020
272020
Shiny-Seq: advanced guided transcriptome analysis
Z Sundararajan, R Knoll, P Hombach, M Becker, JL Schultze, T Ulas
BMC research notes 12 (1), 1-5, 2019
272019
Deformable Models in Medical Image Segmentation
M Becker, N Magnenat-Thalmann
3D Multiscale Physiological Human, 81-106, 2014
242014
Towards Understanding Communication Structure in Pair Programming
K Stapel, E Knauss, K Schneider, M Becker
Agile Processes in Software Engineering and Extreme Programming, 117-131, 2010
202010
Alterations of multiple alveolar macrophage states in chronic obstructive pulmonary disease
K Bassler, W Fujii, TS Kapellos, A Horne, B Reiz, E Dudkin, M Luecken, ...
bioRxiv, 2020
152020
A rule-based data-informed cellular consensus map of the human mononuclear phagocyte cell space
P Günther, B Cirovic, K Baßler, K Händler, M Becker, CA Dutertre, ...
BioRxiv, 658179, 2019
142019
A computational approach to calculate personalized pennation angle based on MRI: effect on motion analysis
A Chincisan, K Tecante, M Becker, N Magnenat-Thalmann, C Hurschler, ...
International journal of computer assisted radiology and surgery 11 (5), 683-693, 2016
122016
FASTGenomics: An analytical ecosystem for single-cell RNA sequencing data
CJ Scholz, P Biernat, M Becker, K Baßler, P Günther, J Balfer, H Dickten, ...
bioRxiv, 272476, 2018
102018
Scaling genomics data processing with memory-driven computing to accelerate computational biology
M Becker, U Worlikar, S Agrawal, H Schultze, T Ulas, S Singhal, ...
International Conference on High Performance Computing, 328-344, 2020
92020
Dynamic skin deformation based on biomechanical modeling
L Assassi, M Becker, N Magnenat-Thalmann
Proceedings of the 25th Annual Conference on Computer Animation and Social …, 2012
92012
A novel computational architecture for large-scale genomics
M Becker, H Schultze, K Bresniker, S Singhal, T Ulas, JL Schultze
Nature Biotechnology 38 (11), 1239-1241, 2020
72020
Memory-driven computing accelerates genomic data processing
M Becker, M Chabbi, S Warnat-Herresthal, K Klee, J Schulte-Schrepping, ...
bioRxiv, 519579, 2019
62019
Development of a reliable method for orbit segmentation & measuring
M Becker, KI Friese, FE Wolter, NC Gellrich, H Essig
2015 IEEE International Symposium on Medical Measurements and Applications …, 2015
62015
Accelerated genomics data processing using memory-driven computing
M Becker, M Chabbi, S Warnat-Herresthal, U Worlikar, S Agrawal, J Bhat, ...
2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019
42019
A Bioinformatic Toolkit for Single-Cell mRNA Analysis
K Baßler, P Günther, J Schulte-Schrepping, M Becker, P Biernat
Single Cell Methods, 433-455, 2019
32019
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Articles 1–20