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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.

Experimental results demonstrate that MI_NPDAE consistently outperforms baseline methods across various missing mechanisms and ratios, maintaining lower imputation errors, and the imputed data significantly improves performance in downstream predictive tasks, highlighting the practical value of the approach in clinical...

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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