Bioinformatics and Drug Discovery

Inbunden, Engelska, 2019

Del i serien Methods in Molecular Biology

2 328 kr

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Beskrivning

This third edition volume expands on the previous editions with new topics that cover drug discovery through translational bioinformatics, informatics, clinical research informatics, as well as clinical informatics.

Produktinformation

Utgivningsdatum:2019-03-09
Mått:178 x 254 x 30 mm
Vikt:814 g
Format:Inbunden
Språk:Engelska
Serie:Methods in Molecular Biology
Antal sidor:324
Upplaga:3
Förlag:Humana Press Inc.
ISBN:9781493990887

Utforska kategorier

Innehållsförteckning

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.