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BERT-Based Natural Language Processing of Drug Labeling Documents: A Case Study for Classifying Drug-Induced Liver Injury Risk [PDF]
Background & Aims: The United States Food and Drug Administration (FDA) regulates a broad range of consumer products, which account for about 25% of the United States market.
Yue Wu+4 more
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Information Extraction From FDA Drug Labeling to Enhance Product-Specific Guidance Assessment Using Natural Language Processing [PDF]
Towards the objectives of the UnitedStates Food and Drug Administration (FDA) generic drug science and research program, it is of vital importance in developing product-specific guidances (PSGs) with recommendations that can facilitate and guide generic ...
Yiwen Shi+5 more
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Drug labeling: The study of compliance of regulatory requirements for prescription drugs in India
Objectives: The objective was to check the compliance of regulatory requirements of drug labeling in India according to guidelines given under the Drug and Cosmetic Rules (D & CRs) 1945, Section 96, 97; drug samples were collected from government drug ...
Suchi Shah, Anil Singh
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Study of serious adverse drug reactions using FDA-approved drug labeling and MedDRA [PDF]
Background Adverse Drug Reactions (ADRs) are of great public health concern. FDA-approved drug labeling summarizes ADRs of a drug product mainly in three sections, i.e., Boxed Warning (BW), Warnings and Precautions (WP), and Adverse Reactions (AR), where
Leihong Wu+12 more
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Drug Labeling and Exposure in Neonates [PDF]
Federal legislation has led to a notable increase in pediatric studies submitted to the Food and Drug Administration (FDA), resulting in new pediatric information in product labeling. However, approximately 50% of drug labels still have insufficient information on safety, efficacy, or dosing in children. Neonatal information in labeling is even scarcer
Christoph P. Hornik+7 more
openaire +4 more sources
Enhancing pharmacogenomic data accessibility and drug safety with large language models: a case study with Llama3.1 [PDF]
Pharmacogenomics (PGx) holds the promise of personalizing medical treatments based on individual genetic profiles, thereby enhancing drug efficacy and safety.
Dan Li+11 more
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Baclofen approval in france: A balance between two conceptions of medicine
In October 2018, France became the first country to officially approve baclofen for alcohol use disorder (AUD), even if the French Drug Agency (ANSM) officially stated that the efficacy of baclofen in AUD could be not established at this stage, in the ...
B. Rolland
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