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 …
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 …
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 …
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 …
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 …
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
Chemical risk assessments follow a long-standing paradigm that integrates hazard, dose–
response, and exposure information to facilitate quantitative risk characterization. Targeted …
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 …
challenged by the growing number of nanomaterials and their property variants requiring …
[图书][B] Bioanalytical tools in water quality assessment
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 …
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 …
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 …
threshold of toxicological concern (TTC) approach to cosmetics safety assessment is not …