Image-based profiling for drug discovery: due for a machine-learning upgrade?

SN Chandrasekaran, H Ceulemans, JD Boyd… - Nature Reviews Drug …, 2021 - nature.com
Image-based profiling is a maturing strategy by which the rich information present in
biological images is reduced to a multidimensional profile, a collection of extracted image …

The ECOTOXicology knowledgebase: A curated database of ecologically relevant toxicity tests to support environmental research and risk assessment

JH Olker, CM Elonen, A Pilli, A Anderson… - Environmental …, 2022 - Wiley Online Library
The need for assembled existing and new toxicity data has accelerated as the amount of
chemicals introduced into commerce continues to grow and regulatory mandates require …

Toxicity testing in the 21st century: progress in the past decade and future perspectives

D Krewski, ME Andersen, MG Tyshenko… - Archives of …, 2020 - Springer
Advances in the biological sciences have led to an ongoing paradigm shift in toxicity testing
based on expanded application of high-throughput in vitro screening and in silico methods …

[HTML][HTML] New approach methodologies in human regulatory toxicology–Not if, but how and when!

S Schmeisser, A Miccoli, M von Bergen… - Environment …, 2023 - Elsevier
The predominantly animal-centric approach of chemical safety assessment has increasingly
come under pressure. Society is questioning overall performance, sustainability, continued …

A next-generation risk assessment case study for coumarin in cosmetic products

MT Baltazar, S Cable, PL Carmichael… - Toxicological …, 2020 - academic.oup.com
Abstract Next-Generation Risk Assessment is defined as an exposure-led, hypothesis-driven
risk assessment approach that integrates new approach methodologies (NAMs) to assure …

[HTML][HTML] Quantitative non-targeted analysis: bridging the gap between contaminant discovery and risk characterization

JP McCord, LC Groff II, JR Sobus - Environment international, 2022 - Elsevier
Chemical risk assessments follow a long-standing paradigm that integrates hazard, dose–
response, and exposure information to facilitate quantitative risk characterization. Targeted …

Adverse outcome pathways as a tool for the design of testing strategies to support the safety assessment of emerging advanced materials at the nanoscale

S Halappanavar, S Van Den Brule, P Nymark… - Particle and Fibre …, 2020 - Springer
Toxicity testing and regulation of advanced materials at the nanoscale, ie nanosafety, is
challenged by the growing number of nanomaterials and their property variants requiring …

[图书][B] Bioanalytical tools in water quality assessment

P Neale, F Leusch, B Escher - 2021 - library.oapen.org
The first edition of Bioanalytical Tools in Water Quality Assessment was released in 2012.
The field has exploded since and the second edition updates and reviews the application of …

IVIVE: Facilitating the Use of In Vitro Toxicity Data in Risk Assessment and Decision Making

X Chang, YM Tan, DG Allen, S Bell, PC Brown… - Toxics, 2022 - mdpi.com
During the past few decades, the science of toxicology has been undergoing a
transformation from observational to predictive science. New approach methodologies …

[HTML][HTML] A 10-step framework for use of read-across (RAX) in next generation risk assessment (NGRA) for cosmetics safety assessment

C Alexander-White, D Bury, M Cronin, M Dent… - Regulatory Toxicology …, 2022 - Elsevier
This paper presents a 10-step read-across (RAX) framework for use in cases where a
threshold of toxicological concern (TTC) approach to cosmetics safety assessment is not …