Pei S. Ang

Vigilance & Compliance Branch
Singapore, Singapore

Last Updated: 09/26/2026

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Found 21 publications

Unlocking Potential of Generative Large Language Models for Adverse Drug Reaction Relation Prediction in Discharge Summaries: Analysis and Strategy.

Unlocking Potential of Generative Large Language Models for Adverse Drug Reaction Relation Prediction in Discharge Summaries: Analysis and Strategy.

Journal: Clinical pharmacology and therapeutics

Published: June 29, 2025

A Mixed-Methods Evaluation to Identify Industry Knowledge Needs and Challenges in Health Product Defect and Recall Reporting in Singapore.

A Mixed-Methods Evaluation to Identify Industry Knowledge Needs and Challenges in Health Product Defect and Recall Reporting in Singapore.

Journal: Drug safety

Published: March 11, 2025

Effectiveness of Transformer-Based Large Language Models in Identifying Adverse Drug Reaction Relations from Unstructured Discharge Summaries in Singapore.

Effectiveness of Transformer-Based Large Language Models in Identifying Adverse Drug Reaction Relations from Unstructured Discharge Summaries in Singapore.

Journal: Drug safety

Published: January 27, 2025

Classification of health product defect reports by deep learning.

Classification of health product defect reports by deep learning.

Journal: Scientific reports

Published: January 20, 2025

Validation of a Major and Clinically Relevant Nonmajor Bleeding Phenotyping Algorithm on Electronic Health Records.

Validation of a Major and Clinically Relevant Nonmajor Bleeding Phenotyping Algorithm on Electronic Health Records.

Journal: Pharmacoepidemiology and drug safety

Published: November 27, 2023

Anaphylaxis post-COVID-19 vaccinations in Singapore.

Anaphylaxis post-COVID-19 vaccinations in Singapore.

Journal: Singapore medical journal

Published: October 27, 2023

Automated Classification of Quality Defect Issues Relating to Substandard Medicines Using a Hybrid Machine Learning and Rule-Based Approach.

Automated Classification of Quality Defect Issues Relating to Substandard Medicines Using a Hybrid Machine Learning and Rule-Based Approach.

Journal: Drug safety

Published: July 25, 2023

An updated analysis on myocarditis and pericarditis cases reported following mRNA SARS-CoV-2 vaccination in Singapore.

An updated analysis on myocarditis and pericarditis cases reported following mRNA SARS-CoV-2 vaccination in Singapore.

Journal: Singapore medical journal

Published: April 14, 2023

Nationwide safety surveillance of COVID-19 mRNA vaccines following primary series and first booster vaccination in Singapore.

Nationwide safety surveillance of COVID-19 mRNA vaccines following primary series and first booster vaccination in Singapore.

Journal: Vaccine: X

Published: April 06, 2023

Combining Machine Learning with a Rule-Based Algorithm to Detect and Identify Related Entities of Documented Adverse Drug Reactions on Hospital Discharge Summaries.

Combining Machine Learning with a Rule-Based Algorithm to Detect and Identify Related Entities of Documented Adverse Drug Reactions on Hospital Discharge Summaries.

Journal: Drug safety

Published: May 29, 2022

A risk classification model for prioritising the management of quality issues relating to substandard medicines in Singapore.

A risk classification model for prioritising the management of quality issues relating to substandard medicines in Singapore.

Journal: Pharmacoepidemiology and drug safety

Published: November 19, 2021

Applying the OMOP Common Data Model to Facilitate Benefit-Risk Assessments of Medicinal Products Using Real-World Data from Singapore and South Korea.

Applying the OMOP Common Data Model to Facilitate Benefit-Risk Assessments of Medicinal Products Using Real-World Data from Singapore and South Korea.

Journal: Healthcare informatics research

Published: October 18, 2021

Showing 1-12 of 21

Last Updated: 09/26/2026