Author

Conny Blumert

European Molecular Biology LaboratoryORCID 0000-0001-6789-7199Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 2 Research Focus:differential expression· 2 Organism:human· 2 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Alexander BartholomäusiD· 1 shared Alexander DiltheyiD· 1 shared Alexander GoesmanniD· 1 shared Andreas DiefenbachiD· 1 shared Andreas KelleriD· 1 shared Angel AngeloviD· 1 shared Anke BeckeriD· 1 shared Anna C. AschenbrenneriD· 1 shared

Activity by Year

2021-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Alexander BartholomäusORCID

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2 papers

Recent·Most cited

BioinformaticsGenome biologyPeer-reviewedDec 14, 2023

A time-resolved meta-analysis of consensus gene expression profiles during human T-cell activation

Michael Rade, Sebastian Böhlen, Vanessa Neuhaus…·Kristin Reiche

The paper identifies time-resolved gene expression profiles during T-cell activation using meta-analysis and validates them in CAR T-cell data.

20 citations

humanbulk RNA-seq

BioinformaticsNaturePeer-reviewedMay 26, 2021

Swarm Learning as a privacy-preserving machine learning approach for disease classification

Stefanie Warnat‐Herresthal, Hartmut Schultze, Krishnaprasad Shastry…·Alexander Goesmann

This paper introduces Swarm Learning, a decentralized machine learning approach for disease classification using transcriptomic data, demonstrating its effectiveness in developing classifiers for COVID-19, tuberculosis, and leukemias while preserving privacy.

884 citationstop 1%

humanbulk RNA-seq