PK-RNN-V E: A deep learning model approach to vancomycin therapeutic drug monitoring using electronic health record data

Keyphrases

• Vancomycin 100%
• Therapeutic Drug Monitoring 100%
• Deep Learning Model 100%
• Electronic Health Record Data 100%
• Patient Demographics 40%
• Antimicrobial 40%
• Bayesian Modeling 40%
• Root Mean Square Error 40%
• Prediction Model 20%
• Real Patients 20%
• Antibiotic Levels 20%
• Hospital Drugs 20%
• Electronic Health Records 20%
• Pharmacokinetic Model 20%
• Deep Learning Methods 20%
• Monitoring Model 20%
• Pharmacokinetic Prediction 20%
• Irregular Observations 20%
• Sparse Observation 20%
• Dynamic Prediction 20%

Pharmacology, Toxicology and Pharmaceutical Science

• Therapeutic Drug Monitoring 100%
• Vancomycin 100%
• Pharmacokinetic 40%
• Antiinfective Agent 20%

Biochemistry, Genetics and Molecular Biology

• Vancomycin 100%
• Electronic Health Record 100%
• Pharmacokinetic 40%