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Muhammad Sajjad

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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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