Author

Sofia Buyanova

Institute of Science and Technology Austria

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Organism:human· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Alper YurtseveniD· 1 shared Amay Ajaykumar AgrawaliD· 1 shared Olga BochkarevaiD· 1 shared Olga V. KalininaiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Alper YurtsevenORCID

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1 paper

Recent·Most cited

Machine learning and phylogenetic analysis allow for predicting antibiotic resistance in M. tuberculosis

Alper Yurtseven, Sofia Buyanova, Amay Ajaykumar Agrawal, Olga Bochkareva, Olga V. Kalinina

The paper introduces a phylogeny-related parallelism score to improve machine learning prediction of antibiotic resistance in M. tuberculosis by incorporating evolutionary relationships.

bioRxiv · Sep 6, 2023 · PreprintBioinformatics