9 Result(s)
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Article
Hyunseung Yoo
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Open AccessAI-accelerated protein-ligand docking for SARS-CoV-2 is 100-fold faster with no significant change in detection
Protein-ligand docking is a computational method for identifying drug leads. The method is capable of narrowing a vast library of compounds down to a tractable size for downstream simulation or experimental te...
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Open AccessPublisher Correction: Converting tabular data into images for deep learning with convolutional neural networks
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Open AccessConverting tabular data into images for deep learning with convolutional neural networks
Convolutional neural networks (CNNs) have been successfully used in many applications where important information about data is embedded in the order of features, such as speech and imaging. However, most tabu...
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Open AccessLearning curves for drug response prediction in cancer cell lines
Motivated by the size and availability of cell line drug sensitivity data, researchers have been develo** machine learning (ML) models for predicting drug response to advance cancer treatment. As drug sensit...
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Open AccessEnsemble transfer learning for the prediction of anti-cancer drug response
Transfer learning, which transfers patterns learned on a source dataset to a related target dataset for constructing prediction models, has been shown effective in many applications. In this paper, we investig...
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Open AccessKBase: The United States Department of Energy Systems Biology Knowledgebase
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Open AccessDevelo** an in silico minimum inhibitory concentration panel test for Klebsiella pneumoniae
Antimicrobial resistant infections are a serious public health threat worldwide. Whole genome sequencing approaches to rapidly identify pathogens and predict antibiotic resistance phenotypes are becoming more ...
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Erratum to: Evaluation of the efficacy of a pre-pandemic H5N1 vaccine (MG1109) in mouse and ferret models
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Evaluation of the efficacy of a pre-pandemic H5N1 vaccine (MG1109) in mouse and ferret models
The threat of a highly pathogenic avian influenza (HPAI) H5N1 virus causing the next pandemic remains a major concern. In this study, we evaluated the immunogenicity and efficacy of an inactivated whole-virus ...
