Mark W. Ruddock

Clinical Studies Group, Randox Laboratories Ltd., Co., Antrim, United Kingdom

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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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Justyna Andrys-Olek (1)Paulina Tworek (1)Luca Gherardini (1)Mary Jo Kurt (1)

Papers (1)

Feb 19, 2026

Justyna Andrys-Olek +63w ago·also Randox Laboratories Ltd., Sano Centre for Computational Personalised Medicine

A feature-stable and explainable machine learning framework for trustworthy decision-making under incomplete clinical data

Stop chasing peak performance on messy clinical data and start building trust: CACTUS delivers robust predictions with stable, interpretable features even when data goes missing.

Justyna Andrys-Olek, Paulina Tworek, Luca Gherardini +4

Interpretability & Mechanistic Interp Scientific Discovery & Drug Design

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Mark W. Ruddock

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)