Machine Learning as a Novel Method to Support Therapeutic Drug Management and Precision Dosing

Mycophenolic acid exposure prediction using machine learning

(2021) Jean‐Baptiste Woillard et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

Sharing ICU Patient Data Responsibly Under the Society of Critical Care Medicine/European Society of Intensive Care Medicine Joint Data Science Collaboration

(2021) Patrick J. Thoral et al.   CRITICAL CARE MEDICINE

Artificial Intelligence for Unstructured Healthcare Data: Application to Coding of Patient Reporting of Adverse Drug Reactions

(2021) Louis Létinier et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

Sex‐Specific Classification of Drug‐Induced Torsade de Pointes Susceptibility Using Cardiac Simulations and Machine Learning

(2021) Alex Fogli Iseppe et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

Application of machine learning to predict reduction in total PANSS score and enrich enrollment in schizophrenia clinical trials

(2021) Jagdeep T. Podichetty et al.   CTS-Clinical and Translational Science

Status Toward the Implementation of Precision Dosing in Children

(2021) Jeffrey S. Barrett et al.   JOURNAL OF CLINICAL PHARMACOLOGY

An artificial neural network−pharmacokinetic model and its interpretation using Shapley additive explanations

(2021) Chika Ogami et al.   CPT-Pharmacometrics & Systems Pharmacology

Artificial Intelligence and Machine Learning: Will Clinical Pharmacologists Be Needed in the Next Decade? The John Henry Question

(2020) Brian W. Corrigan   CLINICAL PHARMACOLOGY & THERAPEUTICS

Model‐Informed Artificial Intelligence: Reinforcement Learning for Precision Dosing

(2020) Benjamin Ribba et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

From real‐world patient data to individualized treatment effects using machine learning: Current and future methods to address underlying challenges

(2020) Ioana Bica et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

Antimicrobial therapeutic drug monitoring in critically ill adult patients: a Position Paper#

(2020) Mohd H. Abdul-Aziz et al.   INTENSIVE CARE MEDICINE

An Electronic Health Record Text Mining Tool to Collect Real‐World Drug Treatment Outcomes: A Validation Study in Patients With Metastatic Renal Cell Carcinoma

(2020) Sylvia A. Laar et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

The Value of Artificial Intelligence in Laboratory Medicine

(2020) Ketan Paranjape et al.   AMERICAN JOURNAL OF CLINICAL PATHOLOGY

Tacrolimus Exposure Prediction Using Machine Learning

(2020) Jean‐Baptiste Woillard et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

Long short-term memory recurrent neural network for pharmacokinetic-pharmacodynamic modeling

(2020) Xiangyu Liu et al.   INTERNATIONAL JOURNAL OF CLINICAL PHARMACOLOGY AND THERAPEUTICS

Machine Learning in Medicine

(2019) Alvin Rajkomar et al.   NEW ENGLAND JOURNAL OF MEDICINE

Therapeutic Drug Monitoring of Tacrolimus-Personalized Therapy

(2019) Mercè Brunet et al.   THERAPEUTIC DRUG MONITORING

Development and Implementation of Electronic Health Record–Integrated Model‐Informed Clinical Decision Support Tools for the Precision Dosing of Drugs

(2019) Alexander A. Vinks et al.   CLINICAL PHARMACOLOGY & THERAPEUTICS

Clinical applications of population pharmacokinetic models of antibiotics: Challenges and perspectives

(2018) Femke de Velde et al.   PHARMACOLOGICAL RESEARCH

Large Scale Analysis of Routine Dose Adjustments of Mycophenolate Mofetil Based on Global Exposure in Renal Transplant Patients

(2011) Franck Saint-Marcoux et al.   THERAPEUTIC DRUG MONITORING

Practical, Individualized Dosing: 21st Century Therapeutics and the Clinical Pharmacometrician

(2010) Michael Neely et al.   JOURNAL OF CLINICAL PHARMACOLOGY