Author

Lukáš Pospíšil

Università della Svizzera italianaORCID 0000-0001-9801-0538Unclaimed 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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Research Focus:benchmarking· 2 Research Focus:dimensionality reduction· 2 Approach:statistical model· 2 Research Focus:clustering· 1 Research Focus:differential expression· 1 Assay:imaging· 1

Frequent Co-Authors

Illia HorenkoiD· 2 shared Susanne GerberiD· 2 shared Albrecht StrohiD· 1 shared Alexander GerberiD· 1 shared Beate Rehbock· 1 shared Edoardo VecchiiD· 1 shared Mohit NavandariD· 1 shared Steffen AlbrechtiD· 1 shared

Activity by Year

2020-2021 · peak 1/yr

Co-Author Collaboration Network

8 top collaborators · 23 mutual co-author links

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2 shared papersBioinformatics

Illia HorenkoORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintAug 10, 2021

Quality-preserving low-cost probabilistic 3D denoising with applications to Computed Tomography

Illia Horenko, Lukáš Pospíšil, Edoardo Vecchi…·Susanne Gerber

The paper introduces a probabilistic Mumford-Shah denoising model that effectively reduces noise in 3D images and 2D videos while maintaining quality and computational efficiency.

DOI 10.1101/2021.08.10.455778

imagingstatistical model

𝕏 PostBluesky

BioinformaticsScience AdvancesPeer-reviewedJan 29, 2020

Low-cost scalable discretization, prediction and feature selection for complex systems

Susanne Gerber, Lukáš Pospíšil, Mohit Navandar, Illia Horenko

The paper introduces a low-cost computational tool for discretization, prediction, and feature selection in complex systems, achieving significant cost and performance improvements.

36 citationstop 4%

statistical modelbenchmarking

𝕏 PostBluesky