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June 14, 2026Healthcare0 citationsOpen Access

Artificial Intelligence Advancements in Early Breast Cancer Detection and Screening

Artificial Intelligence in Early Breast Cancer Detection: A Systematic Review of Innovations in Preventive Women’s Healthcare

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Authors

ΑBΑnastasia BothouABAngeliki BolouKDKonstantinos Dinas

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Overview

Systematic review reveals AI improves breast cancer detection accuracy, benefitting women's healthcare.

Key Points

  • This review investigates the role of artificial intelligence in enhancing early breast cancer detection and its implications for women's healthcare.
  • Comprehensive search in PubMed and Scopus for studies from January 2015 to December 2025 following PRISMA guidelines.
  • Inclusion of studies with various AI methods related to breast cancer detection in screening processes.
  • Assessment of methodological quality and analysis of eleven studies involving approximately 148,170 participants.
  • AI-driven systems improved diagnostic accuracy, sensitivity, specificity, and efficiency compared to traditional methods.
  • AI applications in mammography and ultrasound decreased radiologists' workload by enhancing detection rates, especially in women with dense breasts.
  • AI models identified metastases and predicted clinical outcomes, facilitating better patient management.

Cite This Study

Bothou et al. (2026) studied this question.

synapsesocial.com/papers/6a2e4704b1cc60ccdea8ba82https://doi.org/10.3390/healthcare14121674
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