Author

Alex Aselstyne

Mila - Quebec Artificial Intelligence Institute

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

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:machine learning (classical)· 1 Assay:whole-genome sequencing· 1

Frequent Co-Authors

Enamundram Naga KarthikiD· 1 shared Meriem El Azami· 1 shared Quentin FournieriD· 1 shared Romain Pogorelcnik· 1 shared Sarath ChandariD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperBioinformatics

Enamundram Naga KarthikORCID

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1 paper

Recent·Most cited

A systematic analysis of machine learning pipelines for robust antimicrobial resistance prediction

Alex Aselstyne, Enamundram Naga Karthik, Meriem El Azami, Romain Pogorelcnik, Quentin Fournier, Sarath Chandar

This study evaluates ML pipelines for AMR prediction using genomic data, identifying key factors affecting performance and supporting tree-based models.

bioRxiv · Jul 8, 2026 · PreprintBioinformatics