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Quantitative structure–activity relationship methods in the discovery and development of antibacterials

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Molecular Descriptors for Chemoinformatics
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Structure–Activity Relationships of 2‐Sufonylpyrimidines as Quorum‐Sensing Inhibitors to Tackle Biofilm Formation and eDNA Release of Pseudomonas aeruginosa
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Machine learning methods in chemoinformatics
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Molecular Docking
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Partial least-squares regression: a tutorial
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Molecular topology: A new strategy for antimicrobial resistance control
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An Introduction to Categorical Data Analysis
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PLS-regression: a basic tool of chemometrics
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The emergent needs for basic research, education, and surveillance of antimicrobial resistance
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Relevance Vector Machines: Sparse Classification Methods for QSAR
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Prediction of Broad-Spectrum Pathogen Attachment to Coating Materials for Biomedical Devices
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Random Forest: A Classification and Regression Tool for Compound Classification and QSAR Modeling
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inferredcites →https://doi.org/10.1080/07391102.2013.872052openalex-snapshot
3D-QSAR studies and shape based virtual screening for identification of novel hits to inhibit MbtA inMycobacterium tuberculosis
inferredcites →https://doi.org/10.1080/07391102.2015.1068711openalex-snapshot
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Health Care-Associated Infection Outbreak Investigations by the Centers for Disease Control and Prevention, 1946-2005
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Implantable Device-Related Infection
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Antibacterial Activity of Imidazolium‐Based Ionic Liquids Investigated by QSAR Modeling and Experimental Studies
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Structure‐Activity Relationships of 3,3′‐Phenylmethylene‐bis‐4‐hydroxycoumarins: Selective and Potent Inhibitors of Gram‐Positive Bacteria
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10.1162/15324430152748236
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49th ICAAC Annual Meeting: optimization of anti-infective use in the clinical setting
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UNITED STATES ENVIRONMENTAL PROTECTION AGENCY
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Synthesis, Biological Evaluation and 2D-QSAR Study of Halophenyl Bis-Hydrazones as Antimicrobial and Antitubercular Agents
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A Chemoinformatics Approach to the Discovery of Lead-Like Molecules from Marine and Microbial Sources En Route to Antitumor and Antibiotic Drugs
inferredcites →https://doi.org/10.3390/molecules20034848openalex-snapshot
QSAR-Assisted Virtual Screening of Lead-Like Molecules from Marine and Microbial Natural Sources for Antitumor and Antibiotic Drug Discovery
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The History and Development of Quantitative Structure-Activity Relationships (QSARs)
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Topological Index Nclass as a Factor Determining the Antibacterial Activity of Quinolones against Escherichia Coli
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Advances in Neural Information Processing Systems 19

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