Comparative analysis of diagnostic performance in mammography: A reader study on the impact of AI assistance

AI assistance significantly enhances the diagnostic accuracy and consistency of radiologists in mammogram interpretation, with notable benefits for less experienced readers. These findings support the integration of AI into clinical practice, particularly in resource-limited settings where access to specialized breast radiologists is constrained.

Authors

Publication Details

Journal
PLoS ONE
Published
2025-05-07
DOI
https://doi.org/10.1371/journal.pone.0322925
Citations
5
Primary Topic
AI in cancer detection
Type
article
Field-Weighted Citation Impact
12.40

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article

Comparative analysis of diagnostic performance in mammography: A reader study on the impact of AI assistance

Marlina Tanty Ramli Hamid, Khariah Mat Nor, Nazimah Ab Mumin, Nurul Amira Mohamed et al.
5 citations
PLoS ONE
AI in cancer detection
12.40
article

Comparative analysis of diagnostic performance in mammography: A reader study on the impact of AI assistance

Marlina Tanty Ramli Hamid, Khariah Mat Nor, Nazimah Ab Mumin, Nurul Amira Mohamed, Norliza Mat Ariffin, Shamsiah Abdul Hamid, Ernisha Saib
article en
5 citations

Abstract

AI assistance significantly enhances the diagnostic accuracy and consistency of radiologists in mammogram interpretation, with notable benefits for less experienced readers. These findings support the integration of AI into clinical practice, particularly in resource-limited settings where access to specialized breast radiologists is constrained.

PLoS ONEVol. 20(5)
Universiti Teknologi MARA
Openalex Percentile: Top 2%
AI in cancer detection
12.40
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