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Author

Chen Cao

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Jul 2026

Enhancing Medical Data Imputation Using a Denoising Autoencoder with Missing-Neighborhood Perturbation.

In real-world clinical settings, the diverse types and unknown causes of missing data in tabular medical datasets pose significant challenges for accurate imputation. In particular, non-random missingness-where missing values are related to unobserved variables-limits the effectiveness of many existing imputation model...

Huamei Qi, Chen Cao, Wenhui Yang et al. · 0 citations
Jul 2026

DeepGCL: Multi-View Graph Contrastive Learning for Enhanced Drug-Target Binding Affinity Prediction Through Protein Pocket-Drug Interaction Modeling.

DeepGCL is presented, a novel multi-modal framework that leverages multi-view graph contrastive learning to capture latent representations of pocket-drug interactions and their underlying molecular determinants and underscores the effectiveness of multi-view learning paradigms in capturing the multifaceted nature of dr...

Hongmei Wang, Shisen Sun, Mujin Li et al. · 0 citations

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