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Artificial Intelligence, Machine Learning, and Natural Language Processing for Public Health (106) Infodemiology and Infoveillance (1616) Public Health (280) Natural Language Processing (995) Ontologies, Classifications, and Coding (358) Open Source and Data for Public Health (38) Artificial Intelligence (2458) Data Science (407)

Published on in Vol 18 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/80824, first published .
Doctor explains medical scans to concerned couple in modern clinic

Comparison of Artificial Intelligence Tools With Human Coding for Sentiment, Topic, and Thematic Analysis Tasks of Public Health Datasets During the COVID-19 Pandemic in Australia: Case Study

Comparison of Artificial Intelligence Tools With Human Coding for Sentiment, Topic, and Thematic Analysis Tasks of Public Health Datasets During the COVID-19 Pandemic in Australia: Case Study

Authors of this article:

Danielle Hutchinson1 Author Orcid Image ;   Lauren Lee1 Author Orcid Image ;   Haley Stone1 Author Orcid Image ;   Aye Moa1 Author Orcid Image ;   Holly Seale2 Author Orcid Image ;   C Raina MacIntyre1 Author Orcid Image
Article Authors Cited by Tweetations Metrics

Danielle Hutchinson   1 , PhD ;   Lauren Lee   1 , MD ;   Haley Stone   1 , PhD ;   Aye Moa   1 , PhD ;   Holly Seale   2 , PhD ;   C Raina MacIntyre   1 , PhD

1 Biosecurity Program, Kirby Institute, Faculty of Medicine and Health, UNSW Sydney, Sydney, Australia

2 School of Population Health, Faculty of Medicine and Health, UNSW Sydney, Sydney, Australia

Corresponding Author:

  • Danielle Hutchinson, PhD
  • Biosecurity Program, Kirby Institute
  • Faculty of Medicine and Health, UNSW Sydney
  • Wallace Wurth Building
  • Sydney 2052
  • Australia
  • Email: dani.hutchinson@protonmail.com