{"id":2316,"date":"2025-05-27T19:31:17","date_gmt":"2025-05-27T19:31:17","guid":{"rendered":"https:\/\/www.thewisdomstudy.org\/?p=2316"},"modified":"2025-05-28T22:41:14","modified_gmt":"2025-05-28T22:41:14","slug":"how-ai-is-revolutionizing-breast-cancer-screening","status":"publish","type":"post","link":"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/","title":{"rendered":"How AI is Revolutionizing Breast Cancer Screening: Deep Learning and Breast Density Prediction"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"2316\" class=\"elementor elementor-2316\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a89c597 elementor-section-boxed ang-section-padding-initial elementor-section-height-default elementor-section-height-default elementor-repeater-item-none elementor-repeater-item-none_hover\" data-id=\"a89c597\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-edc8bd1 elementor-repeater-item-none elementor-repeater-item-none_hover\" data-id=\"edc8bd1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-d757261 elementor-repeater-item-none elementor-repeater-item-none_hover elementor-widget elementor-widget-text-editor\" data-id=\"d757261\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p class=\"p1\"><b>Understanding the Role of Breast Density in Cancer Detection<\/b><\/p><p class=\"p3\"><span class=\"s1\"><b>Breast density<\/b> is a risk factor for breast cancer that&#8217;s getting a lot of attention right now<\/span>.\u00a0 Dense breast tissue not only makes it harder to detect tumors on a mammogram \u2014 it\u2019s also linked to a higher risk of developing cancer.<\/p><p class=\"p3\">Now, a cutting-edge study from researchers at Taizhou Cancer Hospital in China is showing how <span class=\"s1\"><b>artificial intelligence (AI)<\/b><\/span> can improve how we assess breast density \u2014 making screenings more accurate, consistent, and equitable.<\/p><p class=\"p1\"><b>\ud83d\udd0d <\/b><b>The Research at a Glance<\/b><\/p><p class=\"p3\">Using data from <span class=\"s1\"><b>over 57,000 mammogram images<\/b><\/span> taken from nearly <span class=\"s1\"><b>10,000 women<\/b><\/span>, researchers trained deep learning models to classify breast density based on the BI-RADS system which includes four categories:<\/p><p class=\"p4\"><span class=\"s2\"> \u2022 <\/span><b>Almost entirely fatty<\/b><\/p><p class=\"p4\"><span class=\"s2\"> \u2022 <\/span><b>Scattered fibroglandular tissue<\/b><\/p><p class=\"p4\"><span class=\"s2\"> \u2022 <\/span><b>Heterogeneously dense<\/b><\/p><p class=\"p4\"><span class=\"s2\"> \u2022 <\/span><b>Extremely dense<\/b><\/p><p class=\"p3\">The top-performing deep learning model, <span class=\"s1\"><b>InceptionV3<\/b><\/span>, demonstrated impressive accuracy, particularly for the more challenging \u201cdense\u201d categories \u2014 where traditional assessments by radiologists often vary.<\/p><p class=\"p1\"><b>\ud83d\udcc8 Key Findings<\/b><\/p><p class=\"p3\">\u2705 <span class=\"s1\"><b>High Accuracy<\/b><\/span>: InceptionV3 achieved strong predictive performance across all categories, especially for \u201cheterogeneously dense\u201d and \u201cextremely dense\u201d tissue.<\/p><p class=\"p3\">\u2705 <span class=\"s1\"><b>Consistency vs. Human Readers<\/b><\/span>: While radiologists performed well on low-density classifications, their accuracy dropped significantly on higher-density cases \u2014 where the AI model excelled.<\/p><p class=\"p3\">\u2705 <span class=\"s1\"><b>Equity and Generalizability<\/b><\/span>: The model performed consistently across different imaging devices and racial groups, supporting its potential for <span class=\"s1\"><b>fair, scalable deployment<\/b><\/span>.<\/p><p class=\"p1\"><b>\ud83e\ude7a Why It Matters<\/b><\/p><p class=\"p3\">Breast density affects both cancer <span class=\"s1\"><b>detection<\/b><\/span> and cancer <span class=\"s1\"><b>risk<\/b><\/span> \u2014 and the ability to correctly determine density can differ from one provider to the next. This variability can lead to missed diagnoses or unnecessary tests.<\/p><p class=\"p3\">Implementing AI for breast density classification could:<\/p><p class=\"p4\">\u2022Standardize assessments<\/p><p class=\"p4\">\u2022Reduce human error and inter-reader differences<\/p><p class=\"p4\">\u2022Support <span class=\"s1\"><b>personalized screening<\/b><\/span> and follow-up based on risk<\/p><p class=\"p1\"><b>\ud83d\ude80 The Future of AI in Breast Imaging<\/b><\/p><p class=\"p3\">This research suggests a future where AI tools assist radiologists directly, improving accuracy and enabling more confident decision-making \u2014 particularly in complex or high-risk cases.<\/p><p class=\"p3\">As deep learning continues to evolve, we\u2019re likely to see its integration into routine care, helping <span class=\"s1\"><b>save lives through earlier detection and smarter screening strategies<\/b><\/span>.<\/p><p class=\"p1\"><b>\ud83d\udd17 Learn More<\/b><\/p><p class=\"p2\">\u2022\ud83c\udf99\ufe0f Listen to the <a href=\"https:\/\/creators.spotify.com\/pod\/profile\/aionair\/episodes\/Deep-Learning-for-Mammographic-Breast-Density-Prediction-e31s202\">AI on Air podcast episode<\/a><\/p><p class=\"p2\">\u2022\ud83d\udcc4 Read the full study on <a href=\"https:\/\/www.nature.com\/articles\/s41598-025-95275-5\">Nature Scientific Reports<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Understanding the Role of Breast Density in Cancer Detection Breast density is a risk factor for breast cancer that&#8217;s getting a lot of attention right now.\u00a0 Dense breast tissue not only makes it harder to detect tumors on a mammogram \u2014 it\u2019s also linked to a higher risk of developing cancer. Now, a cutting-edge study [&hellip;]<\/p>\n","protected":false},"author":9,"featured_media":2317,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[30,12,1],"tags":[],"class_list":["post-2316","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-breast-screening","category-research","category-risk"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v24.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How AI is Revolutionizing Breast Cancer Screening: Deep Learning and Breast Density Prediction - WISDOM Study<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How AI is Revolutionizing Breast Cancer Screening: Deep Learning and Breast Density Prediction - WISDOM Study\" \/>\n<meta property=\"og:description\" content=\"Understanding the Role of Breast Density in Cancer Detection Breast density is a risk factor for breast cancer that&#8217;s getting a lot of attention right now.\u00a0 Dense breast tissue not only makes it harder to detect tumors on a mammogram \u2014 it\u2019s also linked to a higher risk of developing cancer. Now, a cutting-edge study [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/\" \/>\n<meta property=\"og:site_name\" content=\"WISDOM Study\" \/>\n<meta property=\"article:published_time\" content=\"2025-05-27T19:31:17+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-05-28T22:41:14+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.thewisdomstudy.org\/wp-content\/uploads\/2025\/05\/Screenshot-2025-05-27-at-12.15.17\u202fPM.png\" \/>\n\t<meta property=\"og:image:width\" content=\"2146\" \/>\n\t<meta property=\"og:image:height\" content=\"1036\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Steffanie Goodman\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Steffanie Goodman\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/\"},\"author\":{\"name\":\"Steffanie Goodman\",\"@id\":\"https:\/\/www.thewisdomstudy.org\/#\/schema\/person\/288ddc5678d0bea0022cc64648d50808\"},\"headline\":\"How AI is Revolutionizing Breast Cancer Screening: Deep Learning and Breast Density Prediction\",\"datePublished\":\"2025-05-27T19:31:17+00:00\",\"dateModified\":\"2025-05-28T22:41:14+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/\"},\"wordCount\":361,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.thewisdomstudy.org\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.thewisdomstudy.org\/wp-content\/uploads\/2025\/05\/Screenshot-2025-05-27-at-12.15.17\u202fPM.png\",\"articleSection\":[\"Breast Screening\",\"RESEARCH\",\"UNDERSTANDING RISK\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/\",\"url\":\"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/\",\"name\":\"How AI is Revolutionizing Breast Cancer Screening: Deep Learning and Breast Density Prediction - WISDOM Study\",\"isPartOf\":{\"@id\":\"https:\/\/www.thewisdomstudy.org\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.thewisdomstudy.org\/wp-content\/uploads\/2025\/05\/Screenshot-2025-05-27-at-12.15.17\u202fPM.png\",\"datePublished\":\"2025-05-27T19:31:17+00:00\",\"dateModified\":\"2025-05-28T22:41:14+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/#primaryimage\",\"url\":\"https:\/\/www.thewisdomstudy.org\/wp-content\/uploads\/2025\/05\/Screenshot-2025-05-27-at-12.15.17\u202fPM.png\",\"contentUrl\":\"https:\/\/www.thewisdomstudy.org\/wp-content\/uploads\/2025\/05\/Screenshot-2025-05-27-at-12.15.17\u202fPM.png\",\"width\":2146,\"height\":1036},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.thewisdomstudy.org\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How AI is Revolutionizing Breast Cancer Screening: Deep Learning and Breast Density Prediction\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.thewisdomstudy.org\/#website\",\"url\":\"https:\/\/www.thewisdomstudy.org\/\",\"name\":\"WISDOM Study\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.thewisdomstudy.org\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.thewisdomstudy.org\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.thewisdomstudy.org\/#organization\",\"name\":\"The WISDOM Study\",\"url\":\"https:\/\/www.thewisdomstudy.org\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.thewisdomstudy.org\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.thewisdomstudy.org\/wp-content\/uploads\/2020\/09\/site-logo.svg\",\"contentUrl\":\"https:\/\/www.thewisdomstudy.org\/wp-content\/uploads\/2020\/09\/site-logo.svg\",\"width\":136,\"height\":38,\"caption\":\"The WISDOM Study\"},\"image\":{\"@id\":\"https:\/\/www.thewisdomstudy.org\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.thewisdomstudy.org\/#\/schema\/person\/288ddc5678d0bea0022cc64648d50808\",\"name\":\"Steffanie Goodman\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.thewisdomstudy.org\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/b1abc6c3be464c0d4fb329bcadda81514ed4a9f5091d66060b4cd954e30e4600?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/b1abc6c3be464c0d4fb329bcadda81514ed4a9f5091d66060b4cd954e30e4600?s=96&d=mm&r=g\",\"caption\":\"Steffanie Goodman\"},\"sameAs\":[\"https:\/\/thewisdomstudy.wpengine.com\/\"],\"url\":\"https:\/\/www.thewisdomstudy.org\/author\/steffanie-goodmanucsf-edu\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How AI is Revolutionizing Breast Cancer Screening: Deep Learning and Breast Density Prediction - WISDOM Study","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/","og_locale":"en_US","og_type":"article","og_title":"How AI is Revolutionizing Breast Cancer Screening: Deep Learning and Breast Density Prediction - WISDOM Study","og_description":"Understanding the Role of Breast Density in Cancer Detection Breast density is a risk factor for breast cancer that&#8217;s getting a lot of attention right now.\u00a0 Dense breast tissue not only makes it harder to detect tumors on a mammogram \u2014 it\u2019s also linked to a higher risk of developing cancer. Now, a cutting-edge study [&hellip;]","og_url":"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/","og_site_name":"WISDOM Study","article_published_time":"2025-05-27T19:31:17+00:00","article_modified_time":"2025-05-28T22:41:14+00:00","og_image":[{"width":2146,"height":1036,"url":"https:\/\/www.thewisdomstudy.org\/wp-content\/uploads\/2025\/05\/Screenshot-2025-05-27-at-12.15.17\u202fPM.png","type":"image\/png"}],"author":"Steffanie Goodman","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Steffanie Goodman","Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/#article","isPartOf":{"@id":"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/"},"author":{"name":"Steffanie Goodman","@id":"https:\/\/www.thewisdomstudy.org\/#\/schema\/person\/288ddc5678d0bea0022cc64648d50808"},"headline":"How AI is Revolutionizing Breast Cancer Screening: Deep Learning and Breast Density Prediction","datePublished":"2025-05-27T19:31:17+00:00","dateModified":"2025-05-28T22:41:14+00:00","mainEntityOfPage":{"@id":"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/"},"wordCount":361,"commentCount":0,"publisher":{"@id":"https:\/\/www.thewisdomstudy.org\/#organization"},"image":{"@id":"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/#primaryimage"},"thumbnailUrl":"https:\/\/www.thewisdomstudy.org\/wp-content\/uploads\/2025\/05\/Screenshot-2025-05-27-at-12.15.17\u202fPM.png","articleSection":["Breast Screening","RESEARCH","UNDERSTANDING RISK"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/","url":"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/","name":"How AI is Revolutionizing Breast Cancer Screening: Deep Learning and Breast Density Prediction - WISDOM Study","isPartOf":{"@id":"https:\/\/www.thewisdomstudy.org\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/#primaryimage"},"image":{"@id":"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/#primaryimage"},"thumbnailUrl":"https:\/\/www.thewisdomstudy.org\/wp-content\/uploads\/2025\/05\/Screenshot-2025-05-27-at-12.15.17\u202fPM.png","datePublished":"2025-05-27T19:31:17+00:00","dateModified":"2025-05-28T22:41:14+00:00","breadcrumb":{"@id":"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/#primaryimage","url":"https:\/\/www.thewisdomstudy.org\/wp-content\/uploads\/2025\/05\/Screenshot-2025-05-27-at-12.15.17\u202fPM.png","contentUrl":"https:\/\/www.thewisdomstudy.org\/wp-content\/uploads\/2025\/05\/Screenshot-2025-05-27-at-12.15.17\u202fPM.png","width":2146,"height":1036},{"@type":"BreadcrumbList","@id":"https:\/\/www.thewisdomstudy.org\/how-ai-is-revolutionizing-breast-cancer-screening\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.thewisdomstudy.org\/"},{"@type":"ListItem","position":2,"name":"How AI is Revolutionizing Breast Cancer Screening: Deep Learning and Breast Density Prediction"}]},{"@type":"WebSite","@id":"https:\/\/www.thewisdomstudy.org\/#website","url":"https:\/\/www.thewisdomstudy.org\/","name":"WISDOM Study","description":"","publisher":{"@id":"https:\/\/www.thewisdomstudy.org\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.thewisdomstudy.org\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.thewisdomstudy.org\/#organization","name":"The WISDOM Study","url":"https:\/\/www.thewisdomstudy.org\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.thewisdomstudy.org\/#\/schema\/logo\/image\/","url":"https:\/\/www.thewisdomstudy.org\/wp-content\/uploads\/2020\/09\/site-logo.svg","contentUrl":"https:\/\/www.thewisdomstudy.org\/wp-content\/uploads\/2020\/09\/site-logo.svg","width":136,"height":38,"caption":"The WISDOM Study"},"image":{"@id":"https:\/\/www.thewisdomstudy.org\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.thewisdomstudy.org\/#\/schema\/person\/288ddc5678d0bea0022cc64648d50808","name":"Steffanie Goodman","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.thewisdomstudy.org\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/b1abc6c3be464c0d4fb329bcadda81514ed4a9f5091d66060b4cd954e30e4600?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/b1abc6c3be464c0d4fb329bcadda81514ed4a9f5091d66060b4cd954e30e4600?s=96&d=mm&r=g","caption":"Steffanie Goodman"},"sameAs":["https:\/\/thewisdomstudy.wpengine.com\/"],"url":"https:\/\/www.thewisdomstudy.org\/author\/steffanie-goodmanucsf-edu\/"}]}},"_links":{"self":[{"href":"https:\/\/www.thewisdomstudy.org\/wp-json\/wp\/v2\/posts\/2316","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.thewisdomstudy.org\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.thewisdomstudy.org\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.thewisdomstudy.org\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/www.thewisdomstudy.org\/wp-json\/wp\/v2\/comments?post=2316"}],"version-history":[{"count":0,"href":"https:\/\/www.thewisdomstudy.org\/wp-json\/wp\/v2\/posts\/2316\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.thewisdomstudy.org\/wp-json\/wp\/v2\/media\/2317"}],"wp:attachment":[{"href":"https:\/\/www.thewisdomstudy.org\/wp-json\/wp\/v2\/media?parent=2316"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.thewisdomstudy.org\/wp-json\/wp\/v2\/categories?post=2316"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.thewisdomstudy.org\/wp-json\/wp\/v2\/tags?post=2316"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}