Assessing change in mammographic density within individuals across screening rounds using an artificial intelligence software

In potential individualized breast density-based breast cancer screening programs, risk-based models and when generating realistic digital breast phantoms, it is important to understand the normal changes in breast density. Breast density in 26 182 women in two consecutive screening rounds was retrospectively assessed with a commercial AI software. A small but significant decrease in breast density between two screening rounds was seen. The decline in breast density was more pronounced among women with denser breasts.

Authors

Institutions

Publication Details

Published
2025-02-13
DOI
https://doi.org/10.1117/12.3046990
Citations
1
Primary Topic
AI in cancer detection
Type
article
Field-Weighted Citation Impact
2.48
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Assessing change in mammographic density within individuals across screening rounds using an artificial intelligence software

Jakob Olinder, Kristin Johnson, Daniel Förnvik, Sophia Zackrisson
1 citations
AI in cancer detection
2.48
article

Assessing change in mammographic density within individuals across screening rounds using an artificial intelligence software

Jakob Olinder, Kristin Johnson, Daniel Förnvik, Sophia Zackrisson
article en
1 citations

Abstract

In potential individualized breast density-based breast cancer screening programs, risk-based models and when generating realistic digital breast phantoms, it is important to understand the normal changes in breast density. Breast density in 26 182 women in two consecutive screening rounds was retrospectively assessed with a commercial AI software. A small but significant decrease in breast density between two screening rounds was seen. The decline in breast density was more pronounced among women with denser breasts.

Lund University (SE), Skåne University Hospital (SE)
Openalex Percentile: Top 12%
AI in cancer detection
2.48
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.