Exploratory pharmacovigilance with machine learning in big patient data: a focused scoping review

Keyphrases

• Scoping Review 100%
• Machine Learning 100%
• Patient Data 100%
• Pharmacovigilance 100%
• Electronic Patient Record 40%
• Medical Records 20%
• PubMed 20%
• Embase 20%
• Clinical Data 20%
• Logistic Regression 20%
• Random Forest 20%
• Support Vector Machine 20%
• Naïve Bayes Classifier 20%
• Machine Learning Applications 20%
• Machine Learning Techniques 20%
• Big Data 20%
• Forest Logistics 20%
• Formal Concept Analysis 20%
• Association Mining 20%
• Artificial Neural Network 20%
• Temporal Difference Learning 20%
• Logistic Support 20%
• Complex Data 20%
• Machine Learning Datasets 20%
• Market Entry 20%
• Number of Patients 20%

Neuroscience

• Support Vector Machine 100%
• Neural Network 100%

Pharmacology, Toxicology and Pharmaceutical Science

• Pharmacovigilance 100%