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Andy Liaw

Merck & Co.

42

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High-Throughput Screening to Identify Small Molecules That Selectively Inhibit APOL1 Protein Level in Podocytes.

2021
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Light Gradient Boosting Machine as a Regression Method for Quantitative Structure-Activity Relationships.

2021 arXiv: Biomolecules
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A Deep Dive into Machine Learning Models for Protein Engineering.

2020 Journal of Chemical Information and Modeling
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677 Evaluation of anti-PD1 efficacy in germ-free and antibiotic-treated SPF mice bearing MC38 tumors

2020 Journal for ImmunoTherapy of Cancer
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Nearest Neighbor Gaussian Process for Quantitative Structure-Activity Relationships.

2020 Journal of Chemical Information and Modeling
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A mass spectrometry-based proteome map of drug action in lung cancer cell lines.

2020 Nature Chemical Biology
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Experimental error, kurtosis, activity cliffs, and methodology: What limits the predictivity of QSAR models?

2020 Journal of Chemical Information and Modeling
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Profiling Diverse Chemical Space to Map the Druggable Proteome

2018 BIOINFORMATICS | International Conference on Bioinformatics
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siRNA-mediated inhibition of SREBP cleavage-activating protein reduces dyslipidemia in spontaneously dysmetabolic rhesus monkeys

2017 Metabolism-clinical and Experimental
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Extreme Gradient Boosting as a Method for Quantitative Structure-Activity Relationships

2016 Journal of Chemical Information and Modeling
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Citations (148)