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Classification of health product defect reports by deep learning

Abstract Quality defects in substandard medicines represent a threat to public health. Rapid and accurate identification of these defects is critical to prioritise the cases and implement regulatory measures. However, the development of surveillance systems to classify reports of health product defe...

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Uloženo v:
Hlavní autoři: Vicente Sancenon, Yiting Huang, Lin Zou, Desmond C. H. Teo, Sreemanee R. Dorajoo, Pei San Ang, Han Leong Goh, Andy W. A. Ta
Médium: Artigo
Jazyk:Inglês
Vydáno: Nature Portfolio 2026-03-01
Edice:Scientific Reports
Témata:
Deep learning
Drug safety
Health information management
Health product defects
Large language model (LLM)
Medical dictionary for regulatory activities (MedDRA)
On-line přístup:https://doi.org/10.1038/s41598-026-43961-3
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