Analysis of the benefits of imputation models over traditional QSAR models for toxicity prediction

Recently, imputation techniques have been adapted to predict activity values among sparse bioactivity matrices, showing improvements in predictive performance over traditional QSAR models. These models are able to use experimental activity values for auxiliary assays when predicting the activity of...

Descripción completa

Detalles Bibliográficos
Autores principales: Walter, Moritz, Allen, Luke N., de la Vega de León, Antonio, Webb, Samuel J., Gillet, Valerie J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9172131/
https://www.ncbi.nlm.nih.gov/pubmed/35672779
http://dx.doi.org/10.1186/s13321-022-00611-w

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9172131/
https://www.ncbi.nlm.nih.gov/pubmed/35672779
http://dx.doi.org/10.1186/s13321-022-00611-w

Ejemplares similares