Author

Michal Běloch

VSB - Technical University of OstravaORCID 0000-0001-7968-8917Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Assay:protein sequence· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Antonín KunkaiD· 1 shared David BednářiD· 1 shared Ekaterina GrakovaiD· 1 shared Jan MartinovičiD· 1 shared Jiřı́ DamborskýiD· 1 shared Joan Planas-IglesiasiD· 1 shared Kateřina SlaninováiD· 1 shared Madhumalar SubramanianiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Antonín KunkaORCID

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1 paper

Recent·Most cited

Prediction of Aggregation Prone Regions in Proteins Using Deep Neural Networks and Their Suppression by Computational Design

Vojtěch Cima, Antonín Kunka, Joan Planas-Iglesias, Ekaterina Grakova, Martin Havlásek, Madhumalar Subramanian, Michal Běloch, Martin Marek, Kateřina Slaninová, Jiřı́ Damborský, Zbyněk Prokop, David Bednář, Jan Martinovič

This paper develops a deep neural network predictor, AggreProt, to identify aggregation-prone regions in proteins and demonstrates its utility in designing mutations to suppress aggregation.

bioRxiv · Mar 6, 2024 · PreprintBioinformatics