Author

Mark Galea

University of Malta

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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Research Focus:benchmarking· 1 Approach:large language model· 1 Assay:protein sequence· 1

Frequent Co-Authors

Aitor Alberdi Escudero· 1 shared Alessandro BalestrucciiD· 1 shared Andrea GariboldiiD· 1 shared David Čechák· 1 shared Dimosthenis TzimotoudisiD· 1 shared Edward Blake· 1 shared Elissavet ZacharopoulouiD· 1 shared Luke Cassar· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Aitor Alberdi Escudero

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1 paper

Recent·Most cited

Agentomics: An Agentic System that Autonomously Develops Novel State-of-the-art Solutions for Biomedical Machine Learning Tasks

Vlastimil Martinek, Andrea Gariboldi, Dimosthenis Tzimotoudis, Mark Galea, Elissavet Zacharopoulou, Aitor Alberdi Escudero, Edward Blake, David Čechák, Luke Cassar, Alessandro Balestrucci, Panagiotis Alexiou

Agentomics is an autonomous system that generates ML models for biomedical tasks, outperforming existing agentic systems and human-engineered models on 11/20 datasets.

Bioinformatics · Jul 1, 2026Peer-reviewedBioinformatics