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Importance of interface and surface areas in protein-protein binding affinity prediction: A machine learning analysis based on linear regression and artificial neural network

Yong Xiao Yang, Pan Wang, Bao Ting Zhu

2022Biophysical Chemistry22 citationsDOI

Topics & Concepts

Artificial neural networkProtein–protein interactionMachine learningArtificial intelligenceLinear regressionInterface (matter)Biological systemComputational biologyChemistryComputer scienceBiochemistryBiologyPulmonary surfactantGibbs isothermProtein Structure and DynamicsComputational Drug Discovery MethodsBiochemical and Structural Characterization
Importance of interface and surface areas in protein-protein binding affinity prediction: A machine learning analysis based on linear regression and artificial neural network | Litcius