Author

Johanna Mazur

Merck Healthcare KGaA, Darmstadt (Germany)ORCID 0000-0002-7254-9946Unclaimed 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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Approach:statistical model· 2 Assay:bulk RNA-seq· 1 Research Focus:clustering· 1 Research Focus:drug response / drug discovery· 1 Organism:human· 1 Assay:scRNA-seq· 1

Frequent Co-Authors

Dilafruz JuraevaiD· 2 shared Eike StaubiD· 2 shared Ewa SzczurekiD· 2 shared Błażej MiasojedowiD· 1 shared Bogac AybeyiD· 1 shared Edith M. RossiD· 1 shared Julian KreisiD· 1 shared Krzysztof Koras· 1 shared

Activity by Year

2020-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 35 mutual co-author links

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2 shared papersBioinformatics

Dilafruz JuraevaORCID

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2 papers

Recent·Most cited

CONET: Copy number event tree model of evolutionary tumor history for single-cell data

Magda Markowska, Tomasz Cąkała, Błażej Miasojedow, Bogac Aybey, Dilafruz Juraeva, Johanna Mazur, Edith M. Ross, Eike Staub, Ewa Szczurek

CONET infers tumor evolutionary trees and copy number calls from single-cell data using a probabilistic model with MCMC and regularization.

Genome biology · Jun 9, 2022Peer-reviewedBioinformatics

Feature selection strategies for drug sensitivity prediction

Krzysztof Koras, Dilafruz Juraeva, Julian Kreis, Johanna Mazur, Eike Staub, Ewa Szczurek

The paper evaluates feature selection strategies for drug sensitivity prediction, finding that prior knowledge-based methods outperform genome-wide approaches for drugs targeting specific genes and pathways.

Scientific Reports · Jun 10, 2020Peer-reviewedBioinformatics