Decoding phenotypic screening: A comparative analysis of image representations

Authors: Adriana Borowa, Dawid Rymarczyk, Marek Żyła, Maciej Kańdula, Ana Sánchez-Fernández, Krzysztof Rataj, Łukasz Struski, Jacek Tabor, Bartosz Zieliński

Source: Computational and Structural Biotechnology Journal, Vol 23, Iss , Pp 1181-1188 (2024)

Subject Terms: High Content Screening, Self-supervised learning, Image representation, Deep Learning, Activity prediction, Biotechnology, TP248.13-248.65

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2001037024000461; https://doaj.org/toc/2001-0370

Access URL: https://doaj.org/article/bd33caae48344f6580a7b4d8b6cca8c9

Corrigendum to 'Decoding phenotypic screening: A comparative analysis of image representations' [Computat Struct Biotechnol J 23 (2024) 1181-1188]

Authors: Adriana Borowa, Dawid Rymarczyk, Marek Żyła, Maciej Kańduła, Ana Sánchez-Fernández, Krzysztof Rataj, Łukasz Struski, Jacek Tabor, Bartosz Zieliński

Source: Computational and Structural Biotechnology Journal, Vol 23, Iss , Pp 2680- (2024)

Subject Terms: Biotechnology, TP248.13-248.65

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2001037024002241; https://doaj.org/toc/2001-0370

Access URL: https://doaj.org/article/22e6733d3acf47e8984bdebd5ff8bbaa

Relative molecule self-attention transformer

Authors: Łukasz Maziarka, Dawid Majchrowski, Tomasz Danel, Piotr Gaiński, Jacek Tabor, Igor Podolak, Paweł Morkisz, Stanisław Jastrzębski

Source: Journal of Cheminformatics, Vol 16, Iss 1, Pp 1-14 (2024)

Subject Terms: Molecular property prediction, Molecular self-attention, Neural networks pre-training, Information technology, T58.5-58.64, Chemistry, QD1-999

File Description: electronic resource

Relation: https://doaj.org/toc/1758-2946

Access URL: https://doaj.org/article/3caee1fd77f348d68ae1d3c56b3c0acf

Virtual Reality-Based Parallel Coordinates Plots Enhanced with Explainable AI and Data-Science Analytics for Decision-Making Processes

Authors: Szymon Bobek, Sławomir K. Tadeja, Łukasz Struski, Przemysław Stachura, Timoleon Kipouros, Jacek Tabor, Grzegorz J. Nalepa, Per Ola Kristensson

Source: Applied Sciences, Vol 12, Iss 1, p 331 (2021)

Subject Terms: virtual reality, decision-making, explainable AI, visualization, visual analytics, immersive analytics, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/12/1/331; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/f1253b4c650d46caac23eb2723a20a68

Entropy Approximation in Lossy Source Coding Problem

Authors: Marek Śmieja, Jacek Tabor

Source: Entropy, Vol 17, Iss 5, Pp 3400-3418 (2015)

Subject Terms: Shannon entropy, entropy approximation, minimum entropy set cover, lossy compression, source coding, Science, Astrophysics, QB460-466, Physics, QC1-999

File Description: electronic resource

Relation: http://www.mdpi.com/1099-4300/17/5/3400; https://doaj.org/toc/1099-4300

Access URL: https://doaj.org/article/13d4c4d6d06f4092bcac0189af0e01f9

Asymmetric clustering index in a case study of 5-HT1A receptor ligands.

Authors: Marek Śmieja, Dawid Warszycki, Jacek Tabor, Andrzej J Bojarski

Source: PLoS ONE, Vol 9, Iss 7, p e102069 (2014)

Subject Terms: Medicine, Science

File Description: electronic resource

Relation: http://europepmc.org/articles/PMC4096758?pdf=render; https://doaj.org/toc/1932-6203

Access URL: https://doaj.org/article/b0f28cd315294dcba17acb44771fcfd3

Image Segmentation with Use of Cross-Entropy Clustering

Authors: Marek, Śmieja, Jacek, Tabor

Source: Proceedings of the 8th International Conference on Computer Recognition Systems CORES 2013. 2013, p403-409.

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EXPANSIVITY IMPLIES EXISTENCE OF HÖLDER CONTINUOUS LYAPUNOV FUNCTION.

Authors: ŁUKASZ STRUSKI¹, lukasz.struski@im.uj.edu.pl, JACEK TABOR¹, jacek.tabor@ii.uj.edu.pl

Source: Discrete & Continuous Dynamical Systems - Series B; Nov2017, Vol. 22 Issue 9, p3575-3589, 15p

Generalized Differential Inclusions in Banach Spaces.

Authors: Jacek Tabor

Source: Set-Valued Analysis; Jun2006, Vol. 14 Issue 2, p121-148, 28p

Subject Terms: BANACH spaces, DIFFERENTIABLE dynamical systems, DIFFERENTIAL equations, SET-valued maps