Author

Adrien Mialland

Artificial Intelligence Research CenterORCID 0000-0001-5359-674XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

Click to filter author papers

Bioinformatics· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Frequent Co-Authors

Hideki YamaguchiiD· 1 shared Riku Katsuki· 1 shared Shuzo Fukunaga· 1 shared Yunfei Dong· 1 shared Yutaka SaitōiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperBioinformatics

Hideki YamaguchiORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

BioinformaticsBioinformaticsPeer-reviewedJun 17, 2026

Fitness translocation: improving variant effect prediction with biologically-grounded data augmentation

Adrien Mialland, Shuzo Fukunaga, Riku Katsuki…·Yutaka Saitō

This paper introduces fitness translocation, a data augmentation method for variant effect prediction that improves model performance using homologous protein fitness data.

1 citation

protein sequencedeep learning

𝕏 PostBluesky