Augmenting Product Defect Surveillance Through Web Crawling and Machine Learning in Singapore.

Pei San AngDesmond Chun Hwee TeoSreemanee Raaj DorajooMukundaram Prem KumarYi Hao ChanChih Tzer ChoongDoris Sock Tin PhuahDorothy Hooi Myn TanFilina Meixuan TanHuilin HuangMaggie Siok Hwee TanMichelle Sau Yuen NgJalene Wang Woon Poh

Published in: Drug safety (2021)

Combining robust web crawler programmes with rigorously tested filtering algorithms based on machine learning and keyword models can automate and expand horizon scanning capabilities for issues relating to substandard medicines.

Keyphrases

machine learning
artificial intelligence
big data
deep learning
high resolution
mass spectrometry