Author

G. Mazzocco

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

Biology Disciplines

Click to filter author papers

Immunology· 2

Signature Assays, Organisms & Methods

Click to filter · or open tag

Approach:deep learning· 2 Research Focus:drug response / drug discovery· 2 Organism:human· 2 Assay:proteomics· 2 Approach:transformer / foundation model· 1

Frequent Co-Authors

A. Blum· 1 shared A. Myronov· 1 shared A. Sanecka-Duin· 1 shared B. Krol-Jozaga· 1 shared D. Plewczynski· 1 shared E. W. GreeniD· 1 shared J. Kaczmarczyk· 1 shared L. Bunse· 1 shared

Activity by Year

2023-2023 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 24 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 paperImmunology

A. Blum

Mutual co-authors in cluster

Author profile →

2 papers

Recent·Most cited

BERTrand - peptide:TCR binding prediction using Bidirectional Encoder Representations from Transformers augmented with random TCR pairing

A. Myronov, G. Mazzocco, P. Krol, D. Plewczynski

The paper introduces BERTrand, a TCR-peptide binding predictor using transformer models, achieving 0.66 AUROC on unseen peptides and outperforming existing methods.

bioRxiv · Jun 12, 2023Immunology

ARDitox: platform for the prediction of TCRs potential off-target binding

V. Murcia Pienkowski, T. Boschert, P. Skoczylas, A. Sanecka-Duin, M. Jasinski, B. Krol-Jozaga, G. Mazzocco, S. Stachura, L. Bunse, J. Kaczmarczyk, E. W. Green, A. Blum

ARDitox predicts TCR off-target binding using computational immunology and AI, identifying cross-reactive epitopes in cancer and viral targets.

bioRxiv · Apr 11, 2023 · PreprintImmunology