Towards automatization in morphometric analysis of sea urchin embryos for ecotoxicological applications and near-future scenarios simulation

Towards automatization in morphometric analysis of sea urchin embryos for ecotoxicological applications and near-future scenarios simulation

Ecotoxicological bioassays are widely recognized as excellent tools for detecting the bioavailability and toxicity of many environmental pollutants. Specifically, embryo bioassays with invertebrates are among the most sensitive approaches used in the ecological quality assessment of the marine envir...

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Bibliographic Details
Main Authors: Arnold Rakaj, Lorenzo Morroni, Gaia Flori, Luca Grosso, Annalisa Pinsino, Daniele Ventura, Alessandra Fianchini, David Pellegrini, Francesco Regoli, Michele Scardi
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Ecological Indicators
Subjects:
Sea urchin embryo biossay
Machine Learning
Standardization
Image analysis
Ecotoxicology
Harbour sediments
Online Access:http://www.sciencedirect.com/science/article/pii/S1470160X25004637
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http://www.sciencedirect.com/science/article/pii/S1470160X25004637

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