The first fully in silico Digital Twin for Toxicology
Predict chemical toxicity, estimate benchmark doses, and optimize experimental design using our advanced rodent digital twin, powered by AI.
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ToxDT Explained
The Next Generation of Chemical Risk Assessment
How Does It Work?
ToxDT uses machine learning approaches developed by DREAM Tech to predict the toxicological effects of a specific chemical under specific exposure conditions. By repeating this process across various dose levels we can simulate arbitrary toxicological studies.
What are the Advantages of ToxDT?
ToxDT is able to simulate the toxicological effects across the entire system, over 200 endpoints, while traditional QSAR models often can only predict one. ToxDT is also able to characterize the entire dose-response curve as opposed to a single point.
What Can It Do?
ToxDT can simulate the sensitivity of each of its over 200 endpoints, identifying which ones are most likely to show a statistically significant trend. ToxDT can also estimate toxicity values for each of its endpoints. ToxDT is also capable of helping refine your toxicological study design before the study begins.
Do you offer Custom Models?
DREAM Tech is currently seeking opportunities to collaborate with organizations looking to leverage their toxicological data into more powerful custom models. If that sounds like you contact us.
Built by DREAM Tech for the 21st Century
Endpoint Sensitivity
Analyze over 200 endpoints across various organs to identify target organs and rank endpoint sensitivity
Toxicity Assessment
Estimate Benchmark Doses (BMDs) with probabilistic confidence intervals for responsive endpoints.
Design Optimization
Get AI-optimized study designs, dose ranges, and animal counts for acute, subchronic, and chronic studies.
