Transforming Literature Reviews in Healthcare Research with Artificial Intelligence: Preliminary Insights

Christie L. Martin; Caitlin J. Bakker; Jenna L. Marquard; Scott Sittig; Jennifer Allain; Akshitha D. Gopikrishnan; Ming Yuan Chih; Kathy K. Kim; Vincent J. Peta; Grace Gao

doi:10.3233/SHTI251145

Transforming Literature Reviews in Healthcare Research with Artificial Intelligence: Preliminary Insights

Christie L. Martin
, Caitlin J. Bakker
, Jenna L. Marquard
, Scott Sittig
, Jennifer Allain
, Akshitha D. Gopikrishnan
, Ming Yuan Chih
, Kathy K. Kim
, Vincent J. Peta
, Grace Gao

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

A rapidly expanding array of Artificial Intelligence (AI) tools, with continually evolving features and functionalities, offers unprecedented opportunities to streamline literature reviews, expediting the screening, extraction, and synthesis phases. We present preliminary findings of evaluating various AI tools’ strengths and limitations.

Original language	English (US)
Title of host publication	MEDINFO 2025 - Healthcare Smart x Medicine Deep
Subtitle of host publication	Proceedings of the 20th World Congress on Medical and Health Informatics
Editors	Mowafa S. Househ, Mowafa S. Househ, Zain Ul Abideen Tariq, Mahmood Al-Zubaidi, Uzair Shah, Elaine Huesing
Publisher	IOS Press BV
Pages	1648-1649
Number of pages	2
ISBN (Electronic)	9781643686080
DOIs	https://doi.org/10.3233/SHTI251145
State	Published - Aug 7 2025
Event	20th World Congress on Medical and Health Informatics, MEDINFO 2025 - Taipei, Taiwan, Province of China Duration: Aug 9 2025 → Aug 13 2025

Publication series

Name	Studies in Health Technology and Informatics
Volume	329
ISSN (Print)	0926-9630
ISSN (Electronic)	1879-8365

Conference

Conference	20th World Congress on Medical and Health Informatics, MEDINFO 2025
Country/Territory	Taiwan, Province of China
City	Taipei
Period	8/9/25 → 8/13/25

Bibliographical note

Publisher Copyright:
© 2025 The Authors.

Keywords

AI
Artificial intelligence
evaluation
literature review

PubMed: MeSH publication types

Journal Article

Publisher link

10.3233/SHTI251145

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Martin, C. L., Bakker, C. J., Marquard, J. L., Sittig, S., Allain, J., Gopikrishnan, A. D., Chih, M. Y., Kim, K. K., Peta, V. J., & Gao, G. (2025). Transforming Literature Reviews in Healthcare Research with Artificial Intelligence: Preliminary Insights. In M. S. Househ, M. S. Househ, Z. U. A. Tariq, M. Al-Zubaidi, U. Shah, & E. Huesing (Eds.), MEDINFO 2025 - Healthcare Smart x Medicine Deep: Proceedings of the 20th World Congress on Medical and Health Informatics (pp. 1648-1649). (Studies in Health Technology and Informatics; Vol. 329). IOS Press BV. https://doi.org/10.3233/SHTI251145

Transforming Literature Reviews in Healthcare Research with Artificial Intelligence: Preliminary Insights. / Martin, Christie L.; Bakker, Caitlin J.; Marquard, Jenna L. et al.
MEDINFO 2025 - Healthcare Smart x Medicine Deep: Proceedings of the 20th World Congress on Medical and Health Informatics. ed. / Mowafa S. Househ; Mowafa S. Househ; Zain Ul Abideen Tariq; Mahmood Al-Zubaidi; Uzair Shah; Elaine Huesing. IOS Press BV, 2025. p. 1648-1649 (Studies in Health Technology and Informatics; Vol. 329).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Martin, CL, Bakker, CJ, Marquard, JL, Sittig, S, Allain, J, Gopikrishnan, AD, Chih, MY, Kim, KK, Peta, VJ & Gao, G 2025, Transforming Literature Reviews in Healthcare Research with Artificial Intelligence: Preliminary Insights. in MS Househ, MS Househ, ZUA Tariq, M Al-Zubaidi, U Shah & E Huesing (eds), MEDINFO 2025 - Healthcare Smart x Medicine Deep: Proceedings of the 20th World Congress on Medical and Health Informatics. Studies in Health Technology and Informatics, vol. 329, IOS Press BV, pp. 1648-1649, 20th World Congress on Medical and Health Informatics, MEDINFO 2025, Taipei, Taiwan, Province of China, 8/9/25. https://doi.org/10.3233/SHTI251145

Martin CL, Bakker CJ, Marquard JL, Sittig S, Allain J, Gopikrishnan AD et al. Transforming Literature Reviews in Healthcare Research with Artificial Intelligence: Preliminary Insights. In Househ MS, Househ MS, Tariq ZUA, Al-Zubaidi M, Shah U, Huesing E, editors, MEDINFO 2025 - Healthcare Smart x Medicine Deep: Proceedings of the 20th World Congress on Medical and Health Informatics. IOS Press BV. 2025. p. 1648-1649. (Studies in Health Technology and Informatics). doi: 10.3233/SHTI251145

Martin, Christie L. ; Bakker, Caitlin J. ; Marquard, Jenna L. et al. / Transforming Literature Reviews in Healthcare Research with Artificial Intelligence : Preliminary Insights. MEDINFO 2025 - Healthcare Smart x Medicine Deep: Proceedings of the 20th World Congress on Medical and Health Informatics. editor / Mowafa S. Househ ; Mowafa S. Househ ; Zain Ul Abideen Tariq ; Mahmood Al-Zubaidi ; Uzair Shah ; Elaine Huesing. IOS Press BV, 2025. pp. 1648-1649 (Studies in Health Technology and Informatics).

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Transforming Literature Reviews in Healthcare Research with Artificial Intelligence: Preliminary Insights

Abstract

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Conference

Bibliographical note

Keywords

PubMed: MeSH publication types

Publisher link

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