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Pretrained transformer models for predicting the withdrawal of drugs from the market

MOTIVATION: The process of drug discovery is notoriously complex, costing an average of 2.6 billion dollars and taking ∼13 years to bring a new drug to the market. The success rate for new drugs is alarmingly low (around 0.0001%), and severe adverse drug reactions (ADRs) frequently occur, some of wh...

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Detalles Bibliográficos
Autores principales: Mazuz, Eyal, Shtar, Guy, Kutsky, Nir, Rokach, Lior, Shapira, Bracha
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10469107/
https://www.ncbi.nlm.nih.gov/pubmed/37610328
http://dx.doi.org/10.1093/bioinformatics/btad519