AIMC Topic: Ecotoxicology
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Prediction of bioconcentration factors in fish and invertebrates using machine learning.
The Science of the total environment
Aug 10, 2018
The application of machine learning has recently gained interest from ecotoxicological fields for its ability to model and predict chemical and/or biological processes, such as the prediction of bioconcentration. However, comparison of different mode...
A versatile and low-cost open source pipetting robot for automation of toxicological and ecotoxicological bioassays.
PloS one
Jun 16, 2017
In the past decades, bioassays and whole-organism bioassay have become important tools not only in compliance testing of industrial chemicals and plant protection products, but also in the monitoring of environmental quality. With few exceptions, suc...
Improving the Ecotoxicological Hazard Assessment of Chemicals by Pairwise Learning.
Environmental science & technology
Aug 12, 2025
This study demonstrates how machine learning techniques can bridge data gaps in the ecotoxicological hazard assessment of chemical pollutants and illustrates how the results can be used in practice. The innovation herein consists of the prediction of...
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