{"id":279678,"date":"2026-06-23T10:46:00","date_gmt":"2026-06-23T14:46:00","guid":{"rendered":"https:\/\/news-you-need.com\/index.php\/2026\/06\/23\/changes-in-ai-mammogram-risk-scores-over-time-help-predict-future-breast-cancer\/"},"modified":"2026-06-23T12:45:23","modified_gmt":"2026-06-23T16:45:23","slug":"changes-in-ai-mammogram-risk-scores-over-time-help-predict-future-breast-cancer","status":"publish","type":"post","link":"https:\/\/news-you-need.com\/index.php\/2026\/06\/23\/changes-in-ai-mammogram-risk-scores-over-time-help-predict-future-breast-cancer\/","title":{"rendered":"Changes in AI mammogram risk scores over time help predict future breast cancer"},"content":{"rendered":"<p><a href=\"https:\/\/www.eurekalert.org\/news-releases\/1132339\">Changes in AI mammogram risk scores over time help predict future breast cancer<\/a><\/p>\n<p><a href=\"https:\/\/www.eurekalert.org\/news-releases\/1132339\">https:\/\/www.eurekalert.org\/news-releases\/1132339<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-06-23 10:46:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.eurekalert.org\">www.eurekalert.org<\/a><\/p>\n<p><strong>image:\u00a0<\/p>\n<p>Images in a 75-year-old woman who underwent routine screening mammography in 2022. Left mediolateral oblique views shown from prior screening mammograms: <strong>(A) <\/strong>2015, <strong>(B) <\/strong>2018, <strong>(C) <\/strong>2019, and <strong>(D) <\/strong>2021. In <strong>(E) <\/strong>2022, a new mass developed in the left breast at the 6-o\u2019clock position (arrow), with a <strong>(F) <\/strong>corresponding irregular mass at US (arrow). Subsequent US-guided core needle biopsy yielded invasive ductal carcinoma, grade 2. The deep learning 5-year risk scores gradually increased from 2.0 (2015) to 2.1 (2018), 3.4 (2019), 3.6 (2021), and 15.3 (2022). CMFN = centimeters from nipple, LT = left, TRANS = transverse.<\/p>\n<p><\/strong><br \/>\n                  view <span class=\"no-break-text\">more\u00a0<\/span><\/p>\n<p class=\"credit\">Credit: Radiological Society of North America (RSNA)<\/p>\n<p>OAK BROOK, Ill. \u2013 Using artificial intelligence (AI), researchers found that image-based risk scores for breast cancer derived from screening mammograms evolve over time and differ between women who develop cancer and those who do not, opening the door to a new era of dynamic breast cancer risk assessment. The new research was published today in Radiology, a journal of the Radiological Society of North America (RSNA).<\/p>\n<p>Deep learning models can now generate breast cancer risk scores directly from screening mammograms, using the entire image rather than a limited, predetermined feature such as density. These models have demonstrated better performance than traditional risk models and breast density alone in estimating a woman\u2019s five-year breast cancer risk.<\/p>\n<p>Most women diagnosed with breast cancer have no known genetic mutations or reported family&#8230;<\/p>\n<p><a href=\"https:\/\/www.eurekalert.org\/news-releases\/1132339\">Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Changes in AI mammogram risk scores over time help predict future breast cancer https:\/\/www.eurekalert.org\/news-releases\/1132339 Publish&#8230;<\/p>\n","protected":false},"author":1,"featured_media":279679,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/mediasvc.eurekalert.org\/Api\/v1\/Multimedia\/57416d85-8d73-4ad7-8af8-74da1a14ca8c\/Rendition\/thumbnail\/Content\/Public","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-279678","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/279678"}],"collection":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=279678"}],"version-history":[{"count":1,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/279678\/revisions"}],"predecessor-version":[{"id":279680,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/279678\/revisions\/279680"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/279679"}],"wp:attachment":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=279678"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=279678"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=279678"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}