Get started
Author

Matthew Wiens

Observed names: Matthew R. Wiens, Wiens, Matthew
ORCID: 0000-0002-0839-4425
Observed ORCID: 0000-0002-0839-4425
OpenAlex ID: A5102023201
A Tutorial and Use Case Example of the eXtreme Gradient Boosting ( XGBoost ) Artificial Intelligence Algorithm for Drug Development Applications
2025 · Matthew Wiens, Alissa Verone‐Boyle, et al. · Clinical and Translational Science · 147
Confounded exposure metrics
2023 · Matthew R. Wiens, Jonathan L. French, et al. · CPT Pharmacometrics & Systems Pharmacology · 26
Pharmacometric modeling and machine learning analyses of prognostic and predictive factors in the JAVELIN Gastric 100 phase III trial of avelumab
2021 · Nadia Terranova, Jonathan French, et al. · CPT Pharmacometrics & Systems Pharmacology · 23
PDF
Bayesian estimation in NONMEM
2023 · Curtis K. Johnston, Timothy Waterhouse, et al. · CPT Pharmacometrics & Systems Pharmacology · 18
PDF
Population Pharmacokinetic/Pharmacodynamic and Exposure–Response Modeling of Garadacimab in Healthy Volunteers and Patients With Hereditary Angioedema
2025 · Ramon Garcia, Shen Cheng, et al. · CPT Pharmacometrics & Systems Pharmacology · 7
Pharmacometrics-Enhanced Bayesian Borrowing for Pediatric Extrapolation – A Case Study of the DINAMO Trial
2024 · Martin Oliver Sailer, Dietmar Neubacher, et al. · Therapeutic Innovation & Regulatory Science · 6
PDF
Hierarchical deep compartment modeling: A workflow to leverage machine learning and Bayesian inference for hierarchical pharmacometric modeling
2024 · Ahmed Elmokadem, Matthew Wiens, et al. · Clinical and Translational Science · 4
PDF
Reinforcement Learning for Pharmacometrics: A Proof of Concept and Future Directions
2024 · Annaliese Wieler, Samuel Callisto, et al.
PDF
Losing the Forest: Causal Shapley Additive Explanations for Interpretation of Population-Pharmacokinetic models
2024 · Matthew Wiens, Elias Clark, et al.
PDF
Accounting For Dose Modifications In Exposure-Response Analyses In Oncology: The Case Example Of Brigimadlin
2024 · Jia Kang, Matthew Wiens, et al.
PDF
Works count: 11
Citation count: 231
H-index: 6
I10-index: 4
Year
Topic
Type