Author

Andrei Chernyshev

Siberian Branch of the Russian Academy of Sciences

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· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Approach:machine learning (classical)· 1 Research Focus:protein folding & dynamics· 1 Assay:proteomics· 1

Frequent Co-Authors

Andréy S. ShawiD· 1 shared Darya Yu. OrlovaiD· 1 shared Evgeniy Tabatsky· 1 shared Geraldine Strasser· 1 shared Ira MellmaniD· 1 shared Jeanne CheungiD· 1 shared Jonathan DespondsiD· 1 shared Martin CulkaiD· 1 shared

Activity by Year

2024-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 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

Andréy S. ShawORCID

Mutual co-authors in cluster

Author profile →

1 paper

Recent·Most cited

ImmunologybioRxivPreprintOct 23, 2024

Tricked by Edge Cases: Can Current Approaches Lead to Accurate Prediction of T-Cell Specificity with Machine Learning?

Martin Culka, Jonathan Desponds, Jeanne Cheung…·Darya Yu. Orlova

This paper evaluates machine learning approaches for predicting T-cell receptor specificity, highlighting limitations in current data and methods, and proposes a new framework integrating biophysical measurements.

1 citation

proteomicsexperimental assay

𝕏 PostBluesky