{"id":1515,"date":"2026-09-03T09:51:38","date_gmt":"2026-09-03T07:51:38","guid":{"rendered":"https:\/\/albalab.eu\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/"},"modified":"2026-09-03T10:35:04","modified_gmt":"2026-09-03T08:35:04","slug":"explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language","status":"publish","type":"post","link":"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/","title":{"rendered":"Explainable Artificial Intelligence Opens New Avenues for Depression Detection from Language"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"1515\" class=\"elementor elementor-1515 elementor-1504\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5977f2b e-flex e-con-boxed e-con e-parent\" data-id=\"5977f2b\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e83c1bf elementor-widget elementor-widget-image\" data-id=\"e83c1bf\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"742\" height=\"888\" src=\"https:\/\/albalab.eu\/wp-content\/uploads\/2026\/09\/imagen_paper.png\" class=\"attachment-large size-large wp-image-1512\" alt=\"depression-paper-cover\" srcset=\"https:\/\/albalab.eu\/wp-content\/uploads\/2026\/09\/imagen_paper.png 742w, https:\/\/albalab.eu\/wp-content\/uploads\/2026\/09\/imagen_paper-251x300.png 251w\" sizes=\"(max-width: 742px) 100vw, 742px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e1a5c68 e-flex e-con-boxed e-con e-parent\" data-id=\"e1a5c68\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5351db0 elementor-widget elementor-widget-heading\" data-id=\"5351db0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Explainable Artificial Intelligence Opens New Avenues for Depression Detection from Language<\/h2>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5a20596 e-flex e-con-boxed e-con e-parent\" data-id=\"5a20596\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4e9b106 elementor-widget-divider--separator-type-pattern elementor-widget-divider--no-spacing elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"4e9b106\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\" style=\"--divider-pattern-url: url(&quot;data:image\/svg+xml,%3Csvg xmlns=&#039;http:\/\/www.w3.org\/2000\/svg&#039; preserveAspectRatio=&#039;xMidYMid meet&#039; overflow=&#039;visible&#039; height=&#039;100%&#039; viewBox=&#039;0 0 126 26&#039; fill=&#039;black&#039; stroke=&#039;none&#039;%3E%3Cpath d=&#039;M3,10.2c2.6,0,2.6,2,2.6,3.2S4.4,16.5,3,16.5s-3-1.4-3-3.2S0.4,10.2,3,10.2z M18.8,10.2c1.7,0,3.2,1.4,3.2,3.2s-1.4,3.2-3.2,3.2c-1.7,0-3.2-1.4-3.2-3.2S17,10.2,18.8,10.2z M34.6,10.2c1.5,0,2.6,1.4,2.6,3.2s-0.5,3.2-1.9,3.2c-1.5,0-3.4-1.4-3.4-3.2S33.1,10.2,34.6,10.2z M50.5,10.2c1.7,0,3.2,1.4,3.2,3.2s-1.4,3.2-3.2,3.2c-1.7,0-3.3-0.9-3.3-2.6S48.7,10.2,50.5,10.2z M66.2,10.2c1.5,0,3.4,1.4,3.4,3.2s-1.9,3.2-3.4,3.2c-1.5,0-2.6-0.4-2.6-2.1S64.8,10.2,66.2,10.2z M82.2,10.2c1.7,0.8,2.6,1.4,2.6,3.2s-0.1,3.2-1.6,3.2c-1.5,0-3.7-1.4-3.7-3.2S80.5,9.4,82.2,10.2zM98.6,10.2c1.5,0,2.6,0.4,2.6,2.1s-1.2,4.2-2.6,4.2c-1.5,0-3.7-0.4-3.7-2.1S97.1,10.2,98.6,10.2z M113.4,10.2c1.2,0,2.2,0.9,2.2,3.2s-0.1,3.2-1.3,3.2s-3.1-1.4-3.1-3.2S112.2,10.2,113.4,10.2z&#039;\/%3E%3C\/svg%3E&quot;);\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f343e46 elementor-widget elementor-widget-text-editor\" data-id=\"f343e46\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>\ud83e\udde0\ud83e\udd16 In mental health, obtaining a prediction is not enough: we also need to understand how it was generated.<\/p><p>From the ALBA group at the University of Le\u00f3n, in collaboration with Xeridia&#8217;s Artificial Intelligence Department, we have developed a method to estimate the severity of depression from clinical interview transcripts.<\/p><p>In our work, we use large language models to transform the content of interviews into ten interpretable variables, linked to clinical dimensions of the PHQ-8. From these, a regression model calculates the estimated score, while SHAP allows us to understand the influence of each variable on the result. \ud83d\udd0d<\/p><p>\ud83d\udcca The combination of GPT-4o-mini and Ridge reduced the error by up to 30% compared to traditional representations like TF-IDF and Word2Vec. Additionally, we identified feelings of guilt and suicidal ideation among the factors with the highest predictive relevance. <\/p><p>Our study combines language models, predictive capability, and clinically understandable explanations to advance towards more transparent artificial intelligence tools in the field of mental health.<\/p><p>\ud83d\udcc4 Published in Applied Soft Computing<br\/>\ud83d\udd17 <a class=\"ELSzAsWfOnloqJebAmeuyUSOmRLSEiyJUyQ \" tabindex=\"0\" href=\"https:\/\/lnkd.in\/euZ4B6hU\" target=\"_self\" data-test-app-aware-link=\"\">https:\/\/lnkd.in\/euZ4B6hU<\/a><\/p><p>\ud83e\udd1d ALBA Research Group (University of Le\u00f3n) \u00b7 Xeridia<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1be091d e-flex e-con-boxed e-con e-parent\" data-id=\"1be091d\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;jet_parallax_layout_list&quot;:[]}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9a19d4f elementor-widget elementor-widget-text-editor\" data-id=\"9a19d4f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><a class=\"ELSzAsWfOnloqJebAmeuyUSOmRLSEiyJUyQ \" tabindex=\"0\" href=\"https:\/\/www.linkedin.com\/search\/results\/all\/?keywords=%23artificialintelligence&#038;origin=HASH_TAG_FROM_FEED\" data-test-app-aware-link=\"\"><span aria-hidden=\"true\">#<\/span>ArtificialIntelligence<\/a> <a class=\"ELSzAsWfOnloqJebAmeuyUSOmRLSEiyJUyQ \" tabindex=\"0\" href=\"https:\/\/www.linkedin.com\/search\/results\/all\/?keywords=%23explainableai&#038;origin=HASH_TAG_FROM_FEED\" data-test-app-aware-link=\"\"><span aria-hidden=\"true\">#<\/span>ExplainableAI<\/a> <a class=\"ELSzAsWfOnloqJebAmeuyUSOmRLSEiyJUyQ \" tabindex=\"0\" href=\"https:\/\/www.linkedin.com\/search\/results\/all\/?keywords=%23xai&#038;origin=HASH_TAG_FROM_FEED\" data-test-app-aware-link=\"\"><span aria-hidden=\"true\">#<\/span>XAI<\/a> <a class=\"ELSzAsWfOnloqJebAmeuyUSOmRLSEiyJUyQ \" tabindex=\"0\" href=\"https:\/\/www.linkedin.com\/search\/results\/all\/?keywords=%23mentalhealth&#038;origin=HASH_TAG_FROM_FEED\" data-test-app-aware-link=\"\"><span aria-hidden=\"true\">#<\/span>MentalHealth<\/a> <a class=\"ELSzAsWfOnloqJebAmeuyUSOmRLSEiyJUyQ \" tabindex=\"0\" href=\"https:\/\/www.linkedin.com\/search\/results\/all\/?keywords=%23llm&#038;origin=HASH_TAG_FROM_FEED\" data-test-app-aware-link=\"\"><span class=\"visually-hidden\">hashtag <\/span><span aria-hidden=\"true\">#<\/span>LLM<\/a> <a class=\"ELSzAsWfOnloqJebAmeuyUSOmRLSEiyJUyQ \" tabindex=\"0\" href=\"https:\/\/www.linkedin.com\/search\/results\/all\/?keywords=%23machinelearning&#038;origin=HASH_TAG_FROM_FEED\" data-test-app-aware-link=\"\"><span aria-hidden=\"true\">#<\/span>MachineLearning<\/a> <a class=\"ELSzAsWfOnloqJebAmeuyUSOmRLSEiyJUyQ \" tabindex=\"0\" href=\"https:\/\/www.linkedin.com\/search\/results\/all\/?keywords=%23universidaddele%C3%B3n&#038;origin=HASH_TAG_FROM_FEED\" data-test-app-aware-link=\"\"><span aria-hidden=\"true\">#<\/span>UniversidadDeLe\u00f3n<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Explainable Artificial Intelligence Opens New Avenues for Depression Detection from Language \ud83e\udde0\ud83e\udd16 In mental health, obtaining a prediction is not enough: we also need to understand how it was generated. From the ALBA group at the University of Le\u00f3n, in collaboration with Xeridia&#8217;s Artificial Intelligence Department, we have developed a method to estimate the severity [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":1516,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[96],"tags":[],"class_list":["post-1515","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-scientific-articles"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Explainable Artificial Intelligence Opens New Avenues for Depression Detection from Language - ALBA Lab<\/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:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Explainable Artificial Intelligence Opens New Avenues for Depression Detection from Language - ALBA Lab\" \/>\n<meta property=\"og:description\" content=\"Explainable Artificial Intelligence Opens New Avenues for Depression Detection from Language \ud83e\udde0\ud83e\udd16 In mental health, obtaining a prediction is not enough: we also need to understand how it was generated. From the ALBA group at the University of Le\u00f3n, in collaboration with Xeridia&#8217;s Artificial Intelligence Department, we have developed a method to estimate the severity [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/\" \/>\n<meta property=\"og:site_name\" content=\"ALBA Lab\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-03T07:51:38+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-09-03T08:35:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/albalab.eu\/wp-content\/uploads\/2026\/09\/Paper_maite.png\" \/>\n\t<meta property=\"og:image:width\" content=\"1254\" \/>\n\t<meta property=\"og:image:height\" content=\"1254\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Sergio Rubio Mart\u00edn\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@albalab_eu\" \/>\n<meta name=\"twitter:site\" content=\"@albalab_eu\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Sergio Rubio Mart\u00edn\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/\"},\"author\":{\"name\":\"Sergio Rubio Mart\u00edn\",\"@id\":\"https:\/\/albalab.eu\/#\/schema\/person\/d99a8531345da03455a6cff4dc96da99\"},\"headline\":\"Explainable Artificial Intelligence Opens New Avenues for Depression Detection from Language\",\"datePublished\":\"2026-09-03T07:51:38+00:00\",\"dateModified\":\"2026-09-03T08:35:04+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/\"},\"wordCount\":212,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/albalab.eu\/#organization\"},\"image\":{\"@id\":\"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/albalab.eu\/wp-content\/uploads\/2026\/09\/Paper_maite.png\",\"articleSection\":[\"Scientific Articles\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/\",\"url\":\"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/\",\"name\":\"Explainable Artificial Intelligence Opens New Avenues for Depression Detection from Language - ALBA Lab\",\"isPartOf\":{\"@id\":\"https:\/\/albalab.eu\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/albalab.eu\/wp-content\/uploads\/2026\/09\/Paper_maite.png\",\"datePublished\":\"2026-09-03T07:51:38+00:00\",\"dateModified\":\"2026-09-03T08:35:04+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/#primaryimage\",\"url\":\"https:\/\/albalab.eu\/wp-content\/uploads\/2026\/09\/Paper_maite.png\",\"contentUrl\":\"https:\/\/albalab.eu\/wp-content\/uploads\/2026\/09\/Paper_maite.png\",\"width\":1254,\"height\":1254,\"caption\":\"Visual Abstract Depresi\u00f3n\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Portada\",\"item\":\"https:\/\/albalab.eu\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Explainable Artificial Intelligence Opens New Avenues for Depression Detection from Language\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/albalab.eu\/#website\",\"url\":\"https:\/\/albalab.eu\/\",\"name\":\"ALBA Lab\",\"description\":\"Advanced Learning for Biomedical Analytics\",\"publisher\":{\"@id\":\"https:\/\/albalab.eu\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/albalab.eu\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/albalab.eu\/#organization\",\"name\":\"ALBA Lab\",\"url\":\"https:\/\/albalab.eu\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/albalab.eu\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/albalab.eu\/wp-content\/uploads\/2025\/08\/logo_footer_albaLAB.png\",\"contentUrl\":\"https:\/\/albalab.eu\/wp-content\/uploads\/2025\/08\/logo_footer_albaLAB.png\",\"width\":300,\"height\":374,\"caption\":\"ALBA Lab\"},\"image\":{\"@id\":\"https:\/\/albalab.eu\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/albalab_eu\",\"https:\/\/www.instagram.com\/albalab_eu\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/albalab.eu\/#\/schema\/person\/d99a8531345da03455a6cff4dc96da99\",\"name\":\"Sergio Rubio Mart\u00edn\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/albalab.eu\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/da976c4b41b79616ad865815eb9be4a4d0007e04130acd602f0fe4db2a47d967?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/da976c4b41b79616ad865815eb9be4a4d0007e04130acd602f0fe4db2a47d967?s=96&d=mm&r=g\",\"caption\":\"Sergio Rubio Mart\u00edn\"},\"url\":\"https:\/\/albalab.eu\/en\/author\/srubm\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Explainable Artificial Intelligence Opens New Avenues for Depression Detection from Language - ALBA Lab","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:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/","og_locale":"en_US","og_type":"article","og_title":"Explainable Artificial Intelligence Opens New Avenues for Depression Detection from Language - ALBA Lab","og_description":"Explainable Artificial Intelligence Opens New Avenues for Depression Detection from Language \ud83e\udde0\ud83e\udd16 In mental health, obtaining a prediction is not enough: we also need to understand how it was generated. From the ALBA group at the University of Le\u00f3n, in collaboration with Xeridia&#8217;s Artificial Intelligence Department, we have developed a method to estimate the severity [&hellip;]","og_url":"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/","og_site_name":"ALBA Lab","article_published_time":"2026-09-03T07:51:38+00:00","article_modified_time":"2026-09-03T08:35:04+00:00","og_image":[{"width":1254,"height":1254,"url":"https:\/\/albalab.eu\/wp-content\/uploads\/2026\/09\/Paper_maite.png","type":"image\/png"}],"author":"Sergio Rubio Mart\u00edn","twitter_card":"summary_large_image","twitter_creator":"@albalab_eu","twitter_site":"@albalab_eu","twitter_misc":{"Written by":"Sergio Rubio Mart\u00edn","Est. reading time":"1 minute"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/#article","isPartOf":{"@id":"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/"},"author":{"name":"Sergio Rubio Mart\u00edn","@id":"https:\/\/albalab.eu\/#\/schema\/person\/d99a8531345da03455a6cff4dc96da99"},"headline":"Explainable Artificial Intelligence Opens New Avenues for Depression Detection from Language","datePublished":"2026-09-03T07:51:38+00:00","dateModified":"2026-09-03T08:35:04+00:00","mainEntityOfPage":{"@id":"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/"},"wordCount":212,"commentCount":0,"publisher":{"@id":"https:\/\/albalab.eu\/#organization"},"image":{"@id":"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/#primaryimage"},"thumbnailUrl":"https:\/\/albalab.eu\/wp-content\/uploads\/2026\/09\/Paper_maite.png","articleSection":["Scientific Articles"],"inLanguage":"en-US","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/","url":"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/","name":"Explainable Artificial Intelligence Opens New Avenues for Depression Detection from Language - ALBA Lab","isPartOf":{"@id":"https:\/\/albalab.eu\/#website"},"primaryImageOfPage":{"@id":"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/#primaryimage"},"image":{"@id":"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/#primaryimage"},"thumbnailUrl":"https:\/\/albalab.eu\/wp-content\/uploads\/2026\/09\/Paper_maite.png","datePublished":"2026-09-03T07:51:38+00:00","dateModified":"2026-09-03T08:35:04+00:00","breadcrumb":{"@id":"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/#primaryimage","url":"https:\/\/albalab.eu\/wp-content\/uploads\/2026\/09\/Paper_maite.png","contentUrl":"https:\/\/albalab.eu\/wp-content\/uploads\/2026\/09\/Paper_maite.png","width":1254,"height":1254,"caption":"Visual Abstract Depresi\u00f3n"},{"@type":"BreadcrumbList","@id":"https:\/\/albalab.eu\/en\/2026\/09\/03\/explainable-artificial-intelligence-opens-new-avenues-for-depression-detection-from-language\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Portada","item":"https:\/\/albalab.eu\/"},{"@type":"ListItem","position":2,"name":"Explainable Artificial Intelligence Opens New Avenues for Depression Detection from Language"}]},{"@type":"WebSite","@id":"https:\/\/albalab.eu\/#website","url":"https:\/\/albalab.eu\/","name":"ALBA Lab","description":"Advanced Learning for Biomedical Analytics","publisher":{"@id":"https:\/\/albalab.eu\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/albalab.eu\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/albalab.eu\/#organization","name":"ALBA Lab","url":"https:\/\/albalab.eu\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/albalab.eu\/#\/schema\/logo\/image\/","url":"https:\/\/albalab.eu\/wp-content\/uploads\/2025\/08\/logo_footer_albaLAB.png","contentUrl":"https:\/\/albalab.eu\/wp-content\/uploads\/2025\/08\/logo_footer_albaLAB.png","width":300,"height":374,"caption":"ALBA Lab"},"image":{"@id":"https:\/\/albalab.eu\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/albalab_eu","https:\/\/www.instagram.com\/albalab_eu\/"]},{"@type":"Person","@id":"https:\/\/albalab.eu\/#\/schema\/person\/d99a8531345da03455a6cff4dc96da99","name":"Sergio Rubio Mart\u00edn","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/albalab.eu\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/da976c4b41b79616ad865815eb9be4a4d0007e04130acd602f0fe4db2a47d967?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/da976c4b41b79616ad865815eb9be4a4d0007e04130acd602f0fe4db2a47d967?s=96&d=mm&r=g","caption":"Sergio Rubio Mart\u00edn"},"url":"https:\/\/albalab.eu\/en\/author\/srubm\/"}]}},"_links":{"self":[{"href":"https:\/\/albalab.eu\/en\/wp-json\/wp\/v2\/posts\/1515","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/albalab.eu\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/albalab.eu\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/albalab.eu\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/albalab.eu\/en\/wp-json\/wp\/v2\/comments?post=1515"}],"version-history":[{"count":2,"href":"https:\/\/albalab.eu\/en\/wp-json\/wp\/v2\/posts\/1515\/revisions"}],"predecessor-version":[{"id":1518,"href":"https:\/\/albalab.eu\/en\/wp-json\/wp\/v2\/posts\/1515\/revisions\/1518"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/albalab.eu\/en\/wp-json\/wp\/v2\/media\/1516"}],"wp:attachment":[{"href":"https:\/\/albalab.eu\/en\/wp-json\/wp\/v2\/media?parent=1515"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/albalab.eu\/en\/wp-json\/wp\/v2\/categories?post=1515"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/albalab.eu\/en\/wp-json\/wp\/v2\/tags?post=1515"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}