Author

Konstantin Todorov

Centre National de la Recherche ScientifiqueORCID 0000-0002-9116-6692Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:protein structure prediction· 1 Approach:statistical model· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Patrice DurouxiD· 2 shared Véronique GiudicelliiD· 2 shared Σοφία ΚοσσίδαiD· 2 shared Anjana KushwahaiD· 1 shared Gaoussou SanouiD· 1 shared Taciana MansoiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 13 mutual co-author links

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2 shared papersBioinformatics

Patrice DurouxORCID

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2 papers

Recent·Most cited

Therapeutic Monoclonal Antibodies Repurposing in Oncology via IMGT/mAb-KG Embeddings

Gaoussou Sanou, Taciana Manso, Konstantin Todorov, Véronique Giudicelli, Patrice Duroux, Σοφία Κοσσίδα

The paper develops a knowledge graph embedding tool for mAb repurposing in oncology, identifying two mAbs for clinical trials.

BMC Medical Informatics and Decision Making · Feb 20, 2026Peer-reviewedBioinformatics

IMGT/RobustpMHC: Robust Training for class-I MHCPeptide Binding Prediction

Anjana Kushwaha, Patrice Duroux, Véronique Giudicelli, Konstantin Todorov, Σοφία Κοσσίδα

The paper introduces RobustpMHC, a self-supervised learning method for peptide-MHC class I binding prediction, showing improvements over existing approaches across multiple datasets.

Briefings in Bioinformatics · Sep 23, 2024Peer-reviewedBioinformatics