Francesco Carli

EMBL-EBI

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Publication activitypapers/week, last 8 weeks

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Interpretability & Mechanistic Interp (1)Scientific Discovery & Drug Design (1)

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Martino Ciaperoni (1)Margherita Lalli (1)Simone Piaggesi (1)Martina Varisco (1)

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Jul 1, 2026

KDD Lab1w ago·also EMBL

Explainable AI for Cancer Drug Response Prediction: Beyond Univariate Feature Attributions

ILLUME+ reveals that a multi-faceted approach to explainability can uncover hidden molecular interactions in cancer treatment, outperforming traditional methods.

Martino Ciaperoni, Margherita Lalli, Simone Piaggesi +6

Interpretability & Mechanistic Interp Scientific Discovery & Drug Design

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Francesco Carli

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)