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Justin Barton
Justin Barton
AI Scientist, Xaira Therapeutics
Bestätigte E-Mail-Adresse bei xaira.com
Titel
Zitiert von
Zitiert von
Jahr
Deciphering the language of antibodies using self-supervised learning
J Leem, LS Mitchell, JHR Farmery, J Barton, JD Galson
Patterns 3 (7), 2022
1272022
Benchmarking solutions to the T-cell receptor epitope prediction problem: IMMREP22 workshop report
P Meysman, J Barton, B Bravi, L Cohen-Lavi, V Karnaukhov, E Lilleskov, ...
ImmunoInformatics 9, 100024, 2023
732023
Mechanistic diversity in MHC class I antigen recognition
CRR Barbosa, J Barton, AJ Shepherd, M Mishto
Biochemical Journal 478 (24), 4187-4202, 2021
172021
What do we (Not) know about research software engineering?
AL Lamprecht, C Martinez-Ortiz, M Barker, SL Bartholomew, J Barton, ...
Journal of Open Research Software 10 (1), 2022
152022
Enhancing Antibody Language Models with Structural Information
J Barton, JD Galson, J Leem
Machine Learning for Structural Biology Workshop, NeurIPS, 2023
92023
Lessons learned from the IMMREP23 TCR-epitope prediction challenge
M Nielsen, A Eugster, MF Jensen, M Goel, A Tiffeau-Mayer, A Pelissier, ...
ImmunoInformatics 16, 100045, 2024
82024
Benchmarking solutions to the T-cell receptor epitope prediction problem: IMMREP22 workshop report. ImmunoInformatics (2023) 9: 100024. doi: 10.1016
P Meysman, J Barton, B Bravi, L Cohen-Lavi, V Karnaukhov, E Lilleskov
J. IMMUNO, 2023
82023
Deciphering the language of antibodies using self-supervised learning. Patterns 3, 100513
J Leem, LS Mitchell, JHR Farmery, J Barton, JD Galson
52022
Building representation learning models for antibody comprehension
J Barton, A Gaspariunas, JD Galson, J Leem
Cold Spring Harbor Perspectives in Biology 16 (3), a041462, 2024
22024
A generative foundation model for antibody sequence understanding
J Barton, A Gaspariunas, DA Yadin, J Dias, FL Nice, DH Minns, ...
bioRxiv, 2024.05. 22.594943, 2024
22024
An in silico drug repurposing pipeline to identify drugs with the potential to inhibit SARS-CoV-2 replication
M MacMahon, W Hwang, S Yim, E MacMahon, A Abraham, J Barton, ...
Informatics in Medicine Unlocked 43, 101387, 2023
12023
Identification and validation of Triamcinolone and Gallopamil as treatments for early COVID-19 via an in silico repurposing pipeline
M MacMahon, W Hwang, S Yim, E MacMahon, A Abraham, J Barton, ...
12021
Anti-unc5c antibodies
I Pediaditakis, M Sidor, J McCarthy, L Sandrine, G Lewis, LS Mitchell, ...
US Patent App. 18/408,509, 2024
2024
Determining a novel feature-space for SARS-CoV-2 sequence data
F Ballesio, AH Bangash, D Barradas Bautista, J Barton, A Guarracino, ...
Center for Open Science, 2020
2020
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