Bioinformatics and Drug Discovery - Larson, Richard S.; Oprea, Tudor I.; SpringerLink (Online service) (New York, NY : Springer New York : Imprint: Humana, 2019)
Miniaturized Checkerboard Assays to Measure Antibiotic Interactions -- High-Throughput Screening for Drug Combinations -- Post-Processing of Large Bioactivity Data -- How to Develop a Drug Target Ontology: KNowledge Acquisition and Representation Methodology (KNARM) -- A Guide to Dictionary-Based Text Mining -- Leveraging Big Data to Transform Drug Discovery -- How to Prepare a Compound Collection Prior to Virtual Screening -- Building a Quantitative Structure-Property Relationship (QSPR) Model -- Isomeric and Conformational Analysis of Small Drug and Drug-Like Molecules by Ion Mobility Mass Spectrometry (IM-MS) -- A Computational Platform and Guide for Acceleration of Novel Medicines and Personalized Medicine -- Omics Data Integration and Analysis for Systems Pharmacology -- Bioinformatics Based Tools and Software in Clinical Research: A New Emerging Area -- Text Mining for Drug Discovery -- Big Data Cohort Extraction for Personalized Statin Treatment and Machine Learning -- Drug Signature Detection Based on L1000 Genomic and Proteomic Big Data -- Drug Effect Prediction by Integrating L1000 Genomic and Proteomic Big Data -- A Bayesian Network Approach to Disease Subtype Discovery.
Keywords: Pharmaceutical technology; Bioinformatics; Pharmaceutical Sciences/Technology.; Bioinformatics