The Transformative Role of Artificial Intelligence for Breast Imaging - A Narrative Review

Despite substantial advances in breast cancer imaging, numerous challenges persist, including diagnostic subjectivity, tumor heterogeneity, and unequal access to healthcare services. This review makes a brief presentation of the current and potential applications of Artificial Intelligence (AI) in breast imaging, with a focus on diagnostic accuracy. We included articles published between 2020 and 2025 in journals listed on the PubMed database. Recent research reveals that AI can enhance the accuracy of breast imaging interpretation. However, limitations such as a lack of standardization, cost, integration challenges, and ethical concerns regarding patient data remain significant barriers to widespread adoption.

Publication Details

Journal
Journal of Medical and Radiation Oncology
Published
2025-07-30
DOI
https://doi.org/10.53011/jmro.2025.01.02
Primary Topic
Geochemistry and Geologic Mapping
Type
article
Field-Weighted Citation Impact
0.00
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article

The Transformative Role of Artificial Intelligence for Breast Imaging - A Narrative Review

Journal of Medical and Radiation Oncology
Geochemistry and Geologic Mapping
article

The Transformative Role of Artificial Intelligence for Breast Imaging - A Narrative Review

article en

Abstract

Despite substantial advances in breast cancer imaging, numerous challenges persist, including diagnostic subjectivity, tumor heterogeneity, and unequal access to healthcare services. This review makes a brief presentation of the current and potential applications of Artificial Intelligence (AI) in breast imaging, with a focus on diagnostic accuracy. We included articles published between 2020 and 2025 in journals listed on the PubMed database. Recent research reveals that AI can enhance the accuracy of breast imaging interpretation. However, limitations such as a lack of standardization, cost, integration challenges, and ethical concerns regarding patient data remain significant barriers to widespread adoption.

Journal of Medical and Radiation OncologyVol. 5(1)
Openalex Percentile: Top 37%
Geochemistry and Geologic Mapping
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The Transformative Role of Artificial Intelligence for Breast Imaging - A Narrative Review · Journal of Medical and Radiation Oncology (2025) | TGRS Research Map | TGRS