Research graph
References from A practical approach for regulatory acceptance of virtual control groups: vehicle pooling and biological relevance assessment. Local targets link to admitted publications; unresolved targets remain external evidence.
Virtual control groups in non-clinical toxicity studies: impacts on toxicologic clinical pathology data interpretation
10.1177/01926233241300310 · 2025 · External reference
A proof-of-concept rat toxicity study highlights the potential utility and challenges of virtual control groups
10.14573/altex.2404201 · 2024 · External reference
Exploration of virtual control groups and Bayesian approaches for rat fertility studies
10.1016/j.yrtph.2025.106004 · 2025 · External reference
Toward implementing virtual control groups in nonclinical safety studies
10.14573/altex.2310041 · 2023 · External reference
Toxicologic pathology forum opinion piece: use of virtual control groups in nonclinical toxicity studies: the anatomic pathology perspective
10.1177/01926233231224805 · 2023 · External reference
Hurdles and signposts on the road to virtual control groups—A case study illustrating the influence of anesthesia protocols on electrolyte levels in rats
10.3389/fphar.2023.1142534 · 2023 · External reference
Replacing concurrent controls with virtual control groups in rat toxicity studies
10.1016/j.yrtph.2024.105592 · 2024 · External reference
Statistical applications of virtual control groups to nonrodent animal toxicity studies: an initial evaluation
10.1016/j.yrtph.2024.105733 · 2024 · External reference
Virtual control groups in nonclinical research: a Re-analysis of 20 studies using virtual control group data
10.1016/j.yrtph.2026.106077 · 2026 · External reference
Points to consider regarding the use and implementation of virtual controls in nonclinical general toxicology studies
10.1016/j.yrtph.2024.105632 · 2024 · External reference
Can historical control group data be used to replace concurrent controls in animal studies?
10.1177/01926233231208987 · 2023 · External reference
Introducing the concept of virtual control groups into preclinical toxicology testing
10.14573/altex.2001311 · 2020 · External reference
IHI VICT3R: developing and implementing virtual control groups to reduce animal use in toxicology research
10.1177/01926233241303906 · 2025 · External reference
Retrospective analysis of the potential use of virtual control groups in preclinical toxicity assessment using the eTOX database
10.1016/j.yrtph.2022.105309 · 2023 · External reference
