Sophia Tsoka

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

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Pedro Henrique da Costa Avelar (1)Le Ou-Yang (1)Min Wu (1)

Papers (1)

Jul 6, 2026

Pedro Henrique da Costa Avelar +31w ago

Biologically Informed Deep Neural Networks for Multi-Omic Integration, Pathway Activity Inference and Risk Stratification in Cancer

Pathway Activity Autoencoders reveal that integrating multi-omics data can significantly enhance cancer risk stratification and survival predictions while maintaining interpretability.

Pedro Henrique da Costa Avelar, Le Ou-Yang, Min Wu +1

Interpretability & Mechanistic Interp Scientific Discovery & Drug Design

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Sophia Tsoka

Publication activitypapers/week, last 8 weeks

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Papers (1)