MATH: A Deep Learning Approach in QSAR for Estrogen Receptor Alpha Inhibitors

Keyphrases

• Estrogen Receptor 1 (ESR1) 100%
• Deep Learning Methods 100%
• Quantitative Structure-activity Relationship 100%
• Alpha Inhibitors 100%
• Breast Cancer 50%
• Drug Discovery 50%
• Early Screening 25%
• Classification Model 25%
• Estrogen 25%
• Supervised Learning 25%
• Self-awareness 25%
• Precision-recall 25%
• F1 Score 25%
• Leading Causes of Death 25%
• Potential Treatments 25%
• Estrogen Level 25%
• Transformer 25%
• ROC-AUC 25%
• Hormone Therapy 25%
• Conventional Drugs 25%
• Graph Information 25%
• Molecular Graph 25%
• Health Researchers 25%
• Robust Performance 25%
• Self-attention 25%

Pharmacology, Toxicology and Pharmaceutical Science

• Estrogen Receptor Alpha 100%
• Breast Cancer 66%
• Drug Discovery 66%
• Endocrine Therapy 33%
• Estrogens 33%