Supplementary file 1_ParaDeep: sequence-based deep learning for residue-level paratope prediction using chain-aware BiLSTM-CNN models.docx

Supplementary file 1_ParaDeep: sequence-based deep learning for residue-level paratope prediction using chain-aware BiLSTM-CNN models.docx

<p>Accurate prediction of antibody paratopes is a critical challenge in structure-limited, high-throughput discovery workflows. We present ParaDeep, a lightweight and interpretable deep learning framework for residue-level paratope prediction directly from amino acid sequences. ParaDeep integr...

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Bibliographic Details
Main Author: Piyachat Udomwong (22563212) (author)
Other Authors: Thanathat Pamonsupornwichit (22563215) (author), Kanchanok Kodchakorn (14134952) (author), Chatchai Tayapiwatana (88185) (author)
Published: 2025
Subjects:
Bioinformatics
antibody binding site prediction
deep learning
BiLSTM-CNN
heavy and light chains
paratope identification
sequence modeling
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