3 papers
cs.AI2022
Understanding Adverse Biological Effect Predictions Using Knowledge Graphs
Erik Bryhn Myklebust, Ernesto Jimenez-Ruiz, Jiaoyan Chen +2
Extrapolation of adverse biological (toxic) effects of chemicals is an important contribution to expand available hazard data in (eco)toxicology without the use of animals in labor…
cs.AI2019
TERA: the Toxicological Effect and Risk Assessment Knowledge Graph
Erik Bryhn Myklebust, Ernesto Jimenez-Ruiz, Jiaoyan Chen +2
Ecological risk assessment requires large amounts of chemical effect data from laboratory experiments. Due to experimental effort and animal welfare concerns it is desired to extra…
cs.AI2019
Knowledge Graph Embedding for Ecotoxicological Effect Prediction
Erik Bryhn Myklebust, Ernesto Jimenez-Ruiz, Jiaoyan Chen +2
Exploring the effects a chemical compound has on a species takes a considerable experimental effort. Appropriate methods for estimating and suggesting new effects can dramatically…