Author

Nikolaos Manginas

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Open access Aug 2026

Interpretable Forecasting of Kidney Cancer Progression via Generative AI and Symbolic Reasoning

This work shows that generative and symbolic AI, paired together, can turn cross-sectional cohorts into a transparent, forecast-oriented framework for modeling disease progression, demonstrated here in ccRCC.

Guillermo Prol-Castelo, Elina Syrri, Nikolaos Manginas et al. · bioRxiv · 0 citations