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針對機器學習特徵選取演算法選出的與 抗藥性高度相關的未知功能基因進行跨 物種基因比較分析
Wu, Y.-W. (PI)
7/1/24 → 2/28/25
Project: A - Government Institution › b - National Science and Technology Council
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利用XGBoost機器學習模型預測在不同基 因組成的屎腸球菌對五種常用抗生素藥 物之抗藥性與MIC數值
Wu, Y.-W. (PI)
7/1/24 → 2/28/25
Project: A - Government Institution › b - National Science and Technology Council
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Comprehensive Mining and Analyzing the Effects of Microbes on Disease Development through Unsupervised Microbial Genome Clustering Tools(3/3)
Wu, Y.-W. (PI)
8/1/23 → 7/31/24
Project: A - Government Institution › b - National Science and Technology Council
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Antimicrobial Resistance Genetic Biomarkers: a Pan-Genome-Based Novel Approach for Pinpointing Antimicrobial Resistance Biomarkers from Bacterial Genomic Sequences(2/3)
Wu, Y.-W. (PI)
8/1/23 → 7/31/24
Project: A - Government Institution › b - National Science and Technology Council
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Antimicrobial Resistance Genetic Biomarkers: a Pan-Genome-Based Novel Approach for Pinpointing Antimicrobial Resistance Biomarkers from Bacterial Genomic Sequences (1/3)
Wu, Y.-W. (PI)
8/1/22 → 7/31/23
Project: A - Government Institution › b - National Science and Technology Council
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Comprehensive Mining and Analyzing the Effects of Microbes on Disease Development through Unsupervised Microbial Genome Clustering Tools(2/3)
Wu, Y.-W. (PI)
8/1/22 → 7/31/23
Project: A - Government Institution › b - National Science and Technology Council
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Comprehensive Mining and Analyzing the Effects of Microbes on Disease Development through Unsupervised Microbial Genome Clustering Tools(1/3)
Wu, Y.-W. (PI)
8/1/21 → 7/31/22
Project: A - Government Institution › b - National Science and Technology Council
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A Genome-Based Machine Learning Approach for Mining the Functional Potentials of Hypothetical Genes and Predicting Bacterial Antimicrobial-Resistance Phenotypes
Wu, Y.-W. (PI)
8/1/21 → 7/31/22
Project: A - Government Institution › b - National Science and Technology Council
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A Genome-Based Machine Learning Approach for Mining the Functional Potentials of Hypothetical Genes and Predicting Bacterial Antimicrobial-Resistance Phenotypes
Wu, Y.-W. (PI)
8/1/20 → 7/1/21
Project: A - Government Institution › b - National Science and Technology Council
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A Genome-Based Machine Learning Approach for Mining the Functional Potentials of Hypothetical Genes and Predicting Bacterial Antimicrobial-Resistance Phenotypes(1/3)
Wu, Y.-W. (PI)
8/1/19 → 7/31/20
Project: A - Government Institution › b - National Science and Technology Council
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使用Kmer 與神經網路進行智慧影像辨識與分類
Wu, Y.-W. (PI)
1/1/19 → 12/31/19
Project: C - Project of Alliance › m - National Taiwan University of Science and Technology
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利用基因網絡分析尋找假定蛋白質 （hypothetical protein)與抗藥性的關係
Wu, Y.-W. (PI)
7/1/18 → 2/28/19
Project: A - Government Institution › b - National Science and Technology Council
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A Multi-Omics Approach for Interpreting the Functional Potentials of Uncharacterized Bacteria in Natural or Man-Made Environments
Wu, Y.-W. (PI)
3/1/18 → 2/28/19
Project: A - Government Institution › b - National Science and Technology Council
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運用機器學習的方法辨識與發掘微生物基因體中的隱藏資訊
Wu, Y.-W. (PI)
1/1/18 → 12/31/18
Project: C - Project of Alliance › m - National Taiwan University of Science and Technology
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尋找藥物結構、菌種特性與MIC distribution的關聯與預測模型
Wu, Y.-W. (PI)
7/1/17 → 2/28/18
Project: A - Government Institution › b - National Science and Technology Council
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A Multi-Omics Approach for Interpreting the Functional Potentials of Uncharacterized Bacteria in Natural or Man-Made Environments
Wu, Y.-W. (PI)
3/1/17 → 2/28/18
Project: A - Government Institution › b - National Science and Technology Council