Learning approaches to improve prediction of drug sensitivity in breast cancer patients

Keyphrases

• Effective Treatment 100%
• Learning Approaches 100%
• Breast Cancer Patients 100%
• Area under the ROC Curve 100%
• Oncologists 100%
• Drug Response 100%
• Cancer Patients 100%
• Drug Sensitivity 100%
• Machine Learning 50%
• Computational Biology 50%
• Machine Data 50%
• Selection Strategy 50%
• Statistical Significance 50%
• Genetic Factors 50%
• Cancer Therapy 50%
• Response to Chemotherapy 50%
• Clinical Trial Data 50%
• Oversampling Approach 50%
• Cancer Disease 50%
• Clinical Oncology 50%
• Personalized Treatment 50%
• Instance Selection 50%
• Environmental Causes 50%
• Adverse Drug Reaction 50%
• Patient Response 50%
• Hybrid Approach 50%

Pharmacology, Toxicology and Pharmaceutical Science

• Malignant Neoplasm 100%
• Breast Cancer 100%
• Diseases 40%
• Clinical Trial 20%
• Adverse Drug Reaction 20%
• Chemotherapy Regimens 20%