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Anticancer drug response prediction integrating multi-omics pathway-based difference features and multiple deep learning techniques.
Published 2025-03-01“…Finally, a multilayer perceptron (MLP) outputs the final predictions of drug response. Our model exhibits higher accuracy in predicting the sensitivity to anticancer drugs comparing with other methods proposed recently. …”
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Efficient gaze stabilization during video Active Gaze Shift Test (vAGST) in bilateral vestibulopathy
Published 2024-12-01Get full text
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State of Charge Prediction of Mine-Used LiFePO<sub>4</sub> Battery Based on PSO-Catboost
Published 2024-11-01Get full text
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MRI-Based Model for Personalizing Neoadjuvant Treatment in Breast Cancer
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Modelling long-term greenhouse gas mitigation pathways for Mongolia
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CRITERION FOR IDENTIFICATION OF THE PROBABILITY MODEL OF THE STATE OF SATELLITE COMMUNICATION CHANNELS
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iProtDNA-SMOTE: Enhancing protein-DNA binding sites prediction through imbalanced graph neural networks.
Published 2025-01-01“…We propose a method called iProtDNA-SMOTE, which utilizes non-equilibrium graph neural networks along with pre-trained protein language models to predict DNA binding residues. This approach effectively addresses the class imbalance issue in predicting protein-DNA binding sites by leveraging unbalanced graph data, thus enhancing model's generalization and specificity. …”
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