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Protein Function Prediction with Pretrained Transformers: Performance, Pitfalls, and Practical Guidance Cover

Protein Function Prediction with Pretrained Transformers: Performance, Pitfalls, and Practical Guidance

The EuroBiotech Journal
Volume 10 (2026): Issue 2 (April 2026)
By:   
Open Access
|Apr 2026
Authors

Authors

Kushal Raj Roy

kroy3@uh.edu

Department of Biology & Biochemistry, University of Houston, Houston, USA
DOI: https://doi.org/10.2478/ebtj-2026-0005 | Journal eISSN: 2564-615X
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Language: English
Page range: 35 - 45
Published on: Apr 30, 2026
Published by: European Biotechnology Thematic Network Association
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
protein language models,
transformer,
function prediction,
gene ontology,
variant effect,
deep learning
Related subjects:
Life sciences,
Genetics,
Biotechnology,
Bioinformatics,
Life sciences, other

© 2026 Kushal Raj Roy, published by European Biotechnology Thematic Network Association
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Volume 10 (2026): Issue 2 (April 2026)
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