Drug Research Meets Network Science: Where Are We?
Maurizio Recanatini, Chiara Cabrelle
Abstract
screening protocols able to simulate phenotypic screening experiments. We conclude that network applications integrated with machine learning and 3D modeling methods will become an indispensable tool for computational drug discovery in the next years.
Topics & Concepts
Computer scienceDrug discoveryInferenceIn silicoNetwork analysisSystems biologyNetwork scienceComputational biologyBiological networkNetwork dynamicsComplex networkData scienceMachine learningArtificial intelligenceBioinformaticsChemistryBiologyEngineeringWorld Wide WebGeneDiscrete mathematicsBiochemistryElectrical engineeringMathematicsComputational Drug Discovery MethodsBioinformatics and Genomic NetworksGene Regulatory Network Analysis