Author

Aymen Qabel

École Polytechnique

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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Approach:deep learning· 1 Research Focus:gene regulatory network inference· 1 Approach:graph neural network· 1 Approach:machine learning (classical)· 1 Assay:protein sequence· 1 Assay:protein structure· 1

Frequent Co-Authors

Giannis NikolentzosiD· 1 shared Henrik BoströmiD· 1 shared Johannes F. LutzeyeriD· 1 shared Michail ChatzianastasisiD· 1 shared Michalis VazirgiannisiD· 1 shared Sofiane EnnadiriD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Giannis NikolentzosORCID

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1 paper

Recent·Most cited

Advancing Antibiotic Resistance Classification with Deep Learning Using Protein Sequence and Structure

Aymen Qabel, Sofiane Ennadir, Giannis Nikolentzos, Johannes F. Lutzeyer, Michail Chatzianastasis, Henrik Boström, Michalis Vazirgiannis

This paper develops two deep learning models using protein sequence and structure to classify antibiotic resistant genes, achieving over 73% accuracy across 18 categories.

bioRxiv · Oct 6, 2022 · PreprintBioinformatics