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Author

M. Asim

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Review Open access Sep 2026

Computational identification of B- and T-cell epitopes: a unified task taxonomy and review of databases, datasets, predictive pipelines, and gaps

This review paper consolidates the computational landscape of B-cell and T-cell epitope recognition and introduces a unified taxonomy that organises the field into twelve prediction tasks: linear and conformational B-cell prediction together with ten T-cell subtasks that span the antigen- recognition cascade from human...

Muhammad Ali Ibrahim, Arooj Zaib, Tayyaba Asif et al. · 0 citations
Open access Jul 2026

Explainable Artificial Intelligence for Cross-Dataset Generalizable Biomarker Discovery in Cardiovascular diseases (CVDs)

A scalable and interpretable road-map that integrates XAI with cross-dataset biomarker discovery, supporting the transition toward precision cardiology, and results indicate that Shambhala-2 provides superior harmonization by maximizing the biological signal-to-platform ratio.

Ahtisham Fazeel Abbasi, Muhammad Sajjad, Sebastian J. Vollmer et al. · 0 citations

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