{"id":27056,"date":"2023-09-29T12:39:31","date_gmt":"2023-09-29T12:39:31","guid":{"rendered":"https:\/\/www.preciouscloud.eu\/?page_id=27056"},"modified":"2023-09-29T13:49:21","modified_gmt":"2023-09-29T13:49:21","slug":"trajectory-analysis-from-longitudinal-data","status":"publish","type":"page","link":"https:\/\/www.preciouscloud.eu\/?page_id=27056","title":{"rendered":"Trajectory analysis from longitudinal data"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"27056\" class=\"elementor elementor-27056\">\n\t\t\t\t\t\t<div class=\"elementor-section elementor-top-section elementor-element elementor-element-9d94846 elementor-section-stretched elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9d94846\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;}\">\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-50 elementor-top-column elementor-element elementor-element-43aeaf9 layouts-column-align-inherit layouts-section-position-none\" data-id=\"43aeaf9\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"hf-elementor-layout elementor-element elementor-element-79d8434 elementor-widget elementor-widget-section_title\" data-id=\"79d8434\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"section_title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t<div class=\"left iq-title-box iq-title-default iq-title-box-1\">\n\t\t<div class=\"iq-title-icon\">\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<h2 class=\"iq-title\" >\n\t\t\tTrajectory analysis from longitudinal data\t\t<\/h2>\n\t\t\t<p class=\"iq-title-desc\">PRECIOUS offers an innovative longitudinal AI service, empowering personalized predictions of mental\nhealth and Quality of Life trajectories after the diagnosis of breast cancer. Leveraging trajectory-based\nunsupervised clustering, it captures dynamic symptom changes in patients after diagnosis, revealing\ndistinct trajectory patterns. Additionally, a robust classification model identifies predictors of symptom\nprogression. The PRECIOUS service goes beyond predicting at early stages the mental health and quality\nof life evolution of the patients; it delivers actionable insights into modifiable factors influencing these\ntrajectories. Early detection of such factors is vital for tailoring effective preventive psychological\nprograms, enhancing breast cancer patients&#39; resilience.<\/p>\t<\/div>\n    \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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-9695615 layouts-column-align-inherit layouts-section-position-none\" data-id=\"9695615\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"hf-elementor-layout elementor-element elementor-element-1ee44be elementor-widget elementor-widget-image\" data-id=\"1ee44be\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"928\" height=\"514\" src=\"https:\/\/www.preciouscloud.eu\/wp-content\/uploads\/2023\/09\/mylvna.png\" class=\"attachment-large size-large wp-image-26898\" alt=\"\" srcset=\"https:\/\/www.preciouscloud.eu\/wp-content\/uploads\/2023\/09\/mylvna.png 928w, https:\/\/www.preciouscloud.eu\/wp-content\/uploads\/2023\/09\/mylvna-300x166.png 300w, https:\/\/www.preciouscloud.eu\/wp-content\/uploads\/2023\/09\/mylvna-768x425.png 768w\" sizes=\"100vw\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"hf-elementor-layout elementor-element elementor-element-aa58884 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"aa58884\" data-element_type=\"widget\" data-e-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>E. Mylona, K. Kourou, G. Manikis, et al., &amp;quot;Trajectories and Predictors of Depression After Breast Cancer<br \/>Diagnosis: A 1-year longitudinal study,&amp;quot; 2022 44th Annual International Conference of the IEEE<br \/>Engineering in Medicine &amp;amp; Biology Society (EMBC), Glasgow, Scotland, United Kingdom, 2022, pp. 69-72,<br \/>doi: 10.1109\/EMBC48229.2022.9871647.<\/p><p class=\"MsoFootnoteText\">\u00a0<\/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<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Trajectory analysis from longitudinal data PRECIOUS offers an innovative longitudinal AI service, empowering personalized predictions of mental health and Quality of Life trajectories after the diagnosis of breast cancer. Leveraging trajectory-based unsupervised clustering, it captures dynamic symptom changes in patients after diagnosis, revealing distinct trajectory patterns. Additionally, a robust classification model identifies predictors of symptom [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-27056","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/pages\/27056","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=27056"}],"version-history":[{"count":8,"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/pages\/27056\/revisions"}],"predecessor-version":[{"id":27163,"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=\/wp\/v2\/pages\/27056\/revisions\/27163"}],"wp:attachment":[{"href":"https:\/\/www.preciouscloud.eu\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=27056"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}