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Predictive modeling of estrogen receptor agonism, antagonism, and binding activities using machine- and deep-learning approaches

Heather L. Ciallella, Daniel P. Russo, Lauren M. Aleksunes, Fabian A. Grimm, Hao Zhu

2020Laboratory Investigation56 citationsDOIOpen Access PDF

Topics & Concepts

Machine learningArtificial intelligenceDeep learningComputer scienceEstrogen receptorSupport vector machineArtificial neural networkBinary classificationNuclear receptorComputational biologyChemistryBiologyMedicineInternal medicineBiochemistryBreast cancerGeneCancerTranscription factorComputational Drug Discovery MethodsEstrogen and related hormone effectsEffects and risks of endocrine disrupting chemicals