Artificial intelligence in drug toxicity prediction: recent advances, challenges, and future perspectives
Toxicity prediction is a critical step in the drug discovery process that helps identify and
prioritize compounds with the greatest potential for safe and effective use in humans, while …
prioritize compounds with the greatest potential for safe and effective use in humans, while …
A Review of In Silico Tools as Alternatives to Animal Testing: Principles, Resources and Applications
JC Madden, SJ Enoch, A Paini… - … to Laboratory Animals, 2020 - journals.sagepub.com
Across the spectrum of industrial sectors, including pharmaceuticals, chemicals, personal
care products, food additives and their associated regulatory agencies, there is a need to …
care products, food additives and their associated regulatory agencies, there is a need to …
Artificial intelligence in cosmetic dermatology: a systematic literature review
P Vatiwutipong, S Vachmanus, T Noraset… - IEEE Access, 2023 - ieeexplore.ieee.org
Over the last ten years, the field of dermatology has experienced significant advancements
through the utilization of artificial intelligence (AI) technologies. The adoption of such …
through the utilization of artificial intelligence (AI) technologies. The adoption of such …
[HTML][HTML] A review of in silico toxicology approaches to support the safety assessment of cosmetics-related materials
MTD Cronin, SJ Enoch, JC Madden, JF Rathman… - Computational …, 2022 - Elsevier
In silico tools and resources are now used commonly in toxicology and to support the “Next
Generation Risk Assessment”(NGRA) of cosmetics ingredients or materials. This review …
Generation Risk Assessment”(NGRA) of cosmetics ingredients or materials. This review …
Current status and future directions for a neurotoxicity hazard assessment framework that integrates in silico approaches
KM Crofton, A Bassan, M Behl, YG Chushak… - Computational …, 2022 - Elsevier
Neurotoxicology is the study of adverse effects on the structure or function of the developing
or mature adult nervous system following exposure to chemical, biological, or physical …
or mature adult nervous system following exposure to chemical, biological, or physical …
In silico approaches in carcinogenicity hazard assessment: current status and future needs
RR Tice, A Bassan, A Amberg, LT Anger… - Computational …, 2021 - Elsevier
Historically, identifying carcinogens has relied primarily on tumor studies in rodents, which
require enormous resources in both money and time. In silico models have been developed …
require enormous resources in both money and time. In silico models have been developed …
In silico approaches in organ toxicity hazard assessment: current status and future needs in predicting liver toxicity
Hepatotoxicity is one of the most frequently observed adverse effects resulting from
exposure to a xenobiotic. For example, in pharmaceutical research and development it is …
exposure to a xenobiotic. For example, in pharmaceutical research and development it is …
Perspectives of data science in preclinical safety assessment
T Steger-Hartmann, A Kreuchwig, K Wang, F Birzele… - Drug Discovery …, 2023 - Elsevier
Highlights•Preclinical safety may profit from increasing availability of pre-/clinical
data.•Success will depend on appropriate data curation, terminologies, and data platforms.• …
data.•Success will depend on appropriate data curation, terminologies, and data platforms.• …
In silico approaches in organ toxicity hazard assessment: Current status and future needs for predicting heart, kidney and lung toxicities
The kidneys, heart and lungs are vital organ systems evaluated as part of acute or chronic
toxicity assessments. New methodologies are being developed to predict these adverse …
toxicity assessments. New methodologies are being developed to predict these adverse …
In silico Prediction of Skin Sensitization: Quo vadis?
GH Ta, CF Weng, MK Leong - Frontiers in Pharmacology, 2021 - frontiersin.org
Skin direct contact with chemical or physical substances is predisposed to allergic contact
dermatitis (ACD), producing various allergic reactions, namely rash, blister, or itchy, in the …
dermatitis (ACD), producing various allergic reactions, namely rash, blister, or itchy, in the …