{"id":476,"date":"2026-08-09T16:48:09","date_gmt":"2026-08-09T20:48:09","guid":{"rendered":"https:\/\/sites.bu.edu\/opad\/?page_id=476"},"modified":"2026-08-09T17:09:00","modified_gmt":"2026-08-09T21:09:00","slug":"predicting-who-benefits-from-cbt","status":"publish","type":"page","link":"https:\/\/sites.bu.edu\/opad\/predicting-who-benefits-from-cbt\/","title":{"rendered":"Predicting Who Benefits from CBT"},"content":{"rendered":"<h5><strong>Predicting Differential Treatment Response (<a href=\"https:\/\/reporter.nih.gov\/search\/YwAQ_R4YREmPW0tqGjyY0w\/project-details\/9912204\">R21 MH119492<\/a>)<\/strong><\/h5>\n<p>We used data collected from CARD patients over a 20 year period (and machine learning methods) to develop algorithms that predict differential response to CBT monotherapy versus CBT combined with medication (e.g., SSRI\/SNRI). The goal of this project is to develop &#8220;optimal treatment rules&#8221; that could be used to match patients to the treatment that is most likely to provide benefit.<\/p>\n<p><span style=\"text-decoration: underline;\">Publications<\/span><\/p>\n<p><span>Rosellini, A. J., Andrea, A. M., Galiano, C. S., Hwang, I., Brown, T. A., Luedtke, A., &amp; Kessler, R. C. (2023). Developing transdiagnostic internalizing disorder prognostic indices for outpatient cognitive behavioral therapy.\u00a0<\/span><em>Behavior Therapy, 54<\/em><span>, 461-475<\/span><em>.<span>\u00a0<\/span><\/em><a href=\"https:\/\/pubmed.ncbi.nlm.nih.gov\/37088504\/\">PubMed<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Predicting Differential Treatment Response (R21 MH119492) We used data collected from CARD patients over a 20 year period (and machine learning methods) to develop algorithms that predict differential response to CBT monotherapy versus CBT combined with medication (e.g., SSRI\/SNRI). The goal of this project is to develop &#8220;optimal treatment rules&#8221; that could be used to [&hellip;]<\/p>\n","protected":false},"author":12940,"featured_media":0,"parent":0,"menu_order":3,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/sites.bu.edu\/opad\/wp-json\/wp\/v2\/pages\/476"}],"collection":[{"href":"https:\/\/sites.bu.edu\/opad\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.bu.edu\/opad\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.bu.edu\/opad\/wp-json\/wp\/v2\/users\/12940"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.bu.edu\/opad\/wp-json\/wp\/v2\/comments?post=476"}],"version-history":[{"count":4,"href":"https:\/\/sites.bu.edu\/opad\/wp-json\/wp\/v2\/pages\/476\/revisions"}],"predecessor-version":[{"id":502,"href":"https:\/\/sites.bu.edu\/opad\/wp-json\/wp\/v2\/pages\/476\/revisions\/502"}],"wp:attachment":[{"href":"https:\/\/sites.bu.edu\/opad\/wp-json\/wp\/v2\/media?parent=476"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}