Ziyun Xue

ORCID: 0000-0001-6871-6206
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About
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Research Areas
  • Flood Risk Assessment and Management
  • Computational Drug Discovery Methods
  • Water Quality Monitoring Technologies
  • Machine Learning in Materials Science
  • Smart Parking Systems Research
  • Bioinformatics and Genomic Networks

Institute of Disaster Prevention
2022-2024

Drug combinations have recently been studied intensively due to their critical role in cancer treatment. Computational prediction of drug synergy has become a popular alternative strategy experimental methods for anticancer predictions. In this paper, deep learning model called DCE-DForest is proposed predict the synergistic effect combinations. To sufficiently extract information, paper leverages BERT (Bidirectional Encoder Representations from Transformers) encode and forest nonlinear...

10.1155/2022/8693746 article EN Computational and Mathematical Methods in Medicine 2022-06-09
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