A hybrid computational framework for antidepressant drug design integrating machine learning algorithms and molecular modeling
Wakeel Ahmed, Tehseen Ashraf, Shahid Zaman, Asad Ullah, Farhana Khalid
Topics & Concepts
Machine learningComputer scienceArtificial intelligenceDrugDrug discoveryAlgorithmProperty (philosophy)Quantitative structure–activity relationshipRandom forestDrug targetDrug developmentDrug designRational designAntidepressantPrecision medicinePersonalized medicineMolecular descriptorModeling and simulationComputational learning theoryComputational Drug Discovery MethodsMachine Learning in Materials ScienceTreatment of Major Depression