Author

Wojciech M Fendler

Harvard UniversityORCID 0000-0002-5083-9168Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 2 Research Focus:differential expression· 2 Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:DNA methylation· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Adam DurczyńskiiD· 1 shared Damian MikulskiiD· 1 shared Dipanjan ChowdhuryiD· 1 shared Janusz StrzelczykiD· 1 shared Konrad PagacziD· 1 shared Konrad StawiskiiD· 1 shared Marcin KaszkowiakiD· 1 shared Piotr HogendorfiD· 1 shared

Activity by Year

2020-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperBioinformatics

Adam DurczyńskiORCID

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2 papers

Recent·Most cited

OmicSelector: automatic feature selection and deep learning modeling for omic experiments.

Konrad Stawiski, Marcin Kaszkowiak, Damian Mikulski, Piotr Hogendorf, Adam Durczyński, Janusz Strzelczyk, Dipanjan Chowdhury, Wojciech M Fendler

OmicSelector automates feature selection and deep learning modeling for omic experiments, identifying overfitting-resistant biomarker sets with high diagnostic potential.

bioRxiv · Jun 1, 2022 · PreprintBioinformatics

NormiRazor: Tool Applying GPU-accelerated Computing for Determination of Internal References in MicroRNA Transcription Studies

Szymon Grabia, Urszula Smyczyńska, Konrad Pagacz, Wojciech M Fendler

NormiRazor accelerates normalization in miRNA studies by parallelizing reference gene selection methods on a GPU, reducing computation time significantly.

BMC Bioinformatics · Sep 29, 2020Peer-reviewedBioinformatics