PulseExploreJournal ClubDebatesTrendingResearchersJournals
Instagram
HomeExploreJournal ClubTrending
Synapse
⌘+K
Synapse
March 7, 2026British Journal of Radiology3 citations

Artificial Intelligence Transforming Mammography Screening: Review of Impact and Challenges

Artificial Intelligence in Mammography Screening: A Narrative Review of Progress, Pitfalls, and Potential

View Full Paper
Ask AI
Bookmark
Share

Authors

MCMarina J CorinesBCBlake ChristiansonCCChristopher Comstock

Discussion

Loading...

Member takes

Overview

Narrative review explores AI enhancing mammography screening accuracy and addressing challenges in implementation.

Key Points

  • The aim is to evaluate the current progress and challenges of AI applications in mammography screening.
  • Conducted a narrative review of AI applications in mammography
  • Examined technical foundations and performance metrics
  • Analyzed clinical utility and workflow optimization
  • AI enhances diagnostic accuracy in breast cancer screening
  • Enables personalized risk assessment and screening strategies
  • Reduces workload for radiologists
  • Challenges in algorithm generalizability and implementation remain

Cite This Study

Corines et al. (2026) studied this question.

synapsesocial.com/papers/69abc2075af8044f7a4eb2echttps://doi.org/10.1093/bjr/tqag053
View Full Paper
Ask AI
Bookmark
Share

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

  1. 1Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries2018 · 88,122 citations
  2. 2AI-based selection of individuals for supplemental MRI in population-based breast cancer screening: the randomized ScreenTrustMRI trial2024 · 87 citations
  3. 3Understanding and Mitigating Bias in Imaging Artificial Intelligence2024 · 135 citations
  4. 4Artificial intelligence in breast ultrasound2019 · 117 citations
  5. 5The EU Artificial Intelligence Act (2024): Implications for healthcare2024 · 234 citations