Curated Data In — Trustworthy In Silico Models Out: The Impact of Data Quality on the Reliability of Artificial Intelligence Models as Alternatives to Animal Testing

VM Alves, SS Auerbach… - Alternatives to …, 2021 - journals.sagepub.com
New Approach Methodologies (NAMs) that employ artificial intelligence (AI) for predicting
adverse effects of chemicals have generated optimistic expectations as alternatives to …

Systematic review on the application of machine learning to quantitative structure–activity relationship modeling against Plasmodium falciparum

OE Oguike, CH Ugwuishiwu, CN Asogwa, CO Nnadi… - Molecular Diversity, 2022 - Springer
Malaria accounts for over two million deaths globally. To flatten this curve, there is a need to
develop new and high potent drugs against Plasmodium falciparum. Some major …

QSAR-based virtual screening of natural products database for identification of potent antimalarial hits

LT Ferreira, JVB Borba, JT Moreira-Filho, A Rimoldi… - Biomolecules, 2021 - mdpi.com
With about 400,000 annual deaths worldwide, malaria remains a public health burden in
tropical and subtropical areas, especially in low-income countries. Selection of drug …

Combined Usage of Ligand-and Structure-based Virtual Screening in the Artificial Intelligence Era

J Dai, Z Zhou, Y Zhao, F Kong, Z Zhai, Z Zhu… - European Journal of …, 2024 - Elsevier
Drug design has always been pursuing techniques with time-and cost-benefits. Virtual
screening, generally classified as ligand-based (LBVS) and structure-based (SBVS) …

大数据挖掘和机器学**在毒理学中的应用.

滕跃发, 王晓晴, **斐, 吴惠丰… - Asian Journals of …, 2022 - search.ebscohost.com
随着高通量筛选技术的快速发展, 化学品的毒性相关信息与日俱增. 现今快速发展的数据挖掘
技术和机器学**等计算机方法为化学品的毒性预测和风险防控提供了新途径 …

Estudo in silico de diterpenos abietanos contra o fotoenvelhecimento

JP Moura - 2023 - repositorio.ufpb.br
Fotoenvelhecimento é o envelhecimento prematuro da pele ocasionado pela exposição
crônica à radiação ultravioleta. Atualmente a intervenção utilizada para a prevenção do …

Bambu: desenvolvimento de uma ferramenta para QSAR baseada em aprendizado de máquina

IL Guidotti - 2021 - guaiaca.ufpel.edu.br
BioAssays Model Builder-BAMBU é uma ferramenta desenvolvida para auxiliar
pesquisadores em pesquisas relacionadas ao desenvolvimento de novos fármacos. A …

[CITAZIONE][C] Application of Data Mining and Machine Learning in Toxicology

T Yuefa, W **aoqing, L Fei… - Asian Journal of …, 2022 - Asian Journal of Ecotoxicology