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Broadening the Capture of Natural Products Mentioned in FAERS Using Fuzzy String-Matching and a Siamese Neural Network

Increased sales of natural products (NPs) in the US and growing safety concerns highlight the need for NP pharmacovigilance. A challenge for NP pharmacovigilance is ambiguity when referring to NPs in spontaneous reporting systems. We used a combination of fuzzy string-matching and a neural network t...

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Detalles Bibliográficos
Autores principales: Dilán-Pantojas, Israel, Boonchalermvichien, Tanupat, Taneja, Sanya, Li, Xiaotong, Chapin, Maryann, Karcher, Sandra, Boyce, Richard D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Journal Experts 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10479439/
https://www.ncbi.nlm.nih.gov/pubmed/37674723
http://dx.doi.org/10.21203/rs.3.rs-3283654/v1