Andrew Bate

1. A Bayesian neural network method for adverse drug reaction signal generation
   1998/07/06 by A. Bate, Andrew Bate, M. Lindquist +11 · 4 citations
   Computer Science · Pharmacology, Toxicology and Pharmaceutics · #Computational Drug Discovery Methods #Machine Learning in Healthcare #Pharmacovigilance and Adverse Drug Reactions
2. Shrinkage observed-to-expected ratios for robust and transparent large-scale pattern discovery
   2011/06/24 by G Niklas Norén, G. Niklas Norén, Johan Hopstadius +1 · 4 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Bayesian Methods and Mixture Models #Machine Learning in Healthcare #Metabolomics and Mass Spectrometry Studies
3. The Need for Guardrails with Large Language Models in Medical Safety-Critical Settings: An Artificial Intelligence Application in the Pharmacovigilance Ecosystem
   2024/07/01 by Joe B. Hakim, Hakim, Joe B, Jeffery L. Painter +15 · 8 citations
   Immunology and Microbiology · Pharmacology, Toxicology and Pharmaceutics · Social Sciences · #Academic integrity and plagiarism #Artificial Intelligence (cs.AI) #Biosimilars and Bioanalytical Methods #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #I.2.1 #I.2.7 #I.7.1 #Machine Learning (cs.LG) #Pharmacovigilance and Adverse Drug Reactions
4. The REporting of A Disproportionality Analysis for DrUg Safety Signal Detection Using Individual Case Safety Reports in PharmacoVigilance (READUS-PV): Explanation and Elaboration
   2024/05/07 by Michele Fusaroli, Francesco Salvo, Bernard Bégaud +31 · 1 citation
   Economics, Econometrics and Finance · Medicine · Pharmacology, Toxicology and Pharmaceutics · #Drug-Induced Adverse Reactions #Pharmaceutical Economics and Policy #Pharmacovigilance and Adverse Drug Reactions
5. Ontology-based Semantic Similarity Measures for Clustering Medical Concepts in Drug Safety
   2025/03/26 by Jeffery L. Painter, Painter, Jeffery L, François Haguinet +5 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #Biomedical Text Mining and Ontologies
6. Semantic Similarity-Informed Bayesian Borrowing for Quantitative Signal Detection of Adverse Events
   2025/04/16 by François Haguinet, Jeffery L. Painter, Haguinet, François +7 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Decision Sciences · Pharmacology, Toxicology and Pharmaceutics · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #G.3 #H.3.3 #I.2.4 #Meta-analysis and systematic reviews #Pharmacovigilance and Adverse Drug Reactions