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Nature Communications|January 7, 2026
Uncertainty-aware machine learning to predict non-cancer human toxicity for the global chemicals marketKerstin von Borries, Katie V Beckwith, Jonathan M Goodman, et al.Environmental Science & Technology|November 1, 2023
Potential for Machine Learning to Address Data Gaps in Human Toxicity and Ecotoxicity CharacterizationKerstin von Borries, Hanna Holmquist, Marissa Kosnik, et al.Environmental Science & Technology|May 2, 2024
Two-Stage Machine Learning-Based Approach to Predict Points of Departure for Human Noncancer and Developmental/Reproductive EffectsJacob Kvasnicka, Nicolò Aurisano, Kerstin von Borries, et al.Environmental Research|July 28, 2026
Applying in silico ecotoxicity prediction to extensive datasets to support safer and more sustainable discovery chemistryFotini Nikiforou, Gianluca Selvestrel, Elisabeth Söderberg, et al.Pageof 1