{"id":182064,"date":"2026-01-27T12:16:00","date_gmt":"2026-01-27T17:16:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/01\/27\/deciphering-chaos-a-new-fuzzy-artificial-intelligence-to-predict-the-battle-between-the-immune-system-and-cancer\/"},"modified":"2026-01-27T12:30:11","modified_gmt":"2026-01-27T17:30:11","slug":"deciphering-chaos-a-new-fuzzy-artificial-intelligence-to-predict-the-battle-between-the-immune-system-and-cancer","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/01\/27\/deciphering-chaos-a-new-fuzzy-artificial-intelligence-to-predict-the-battle-between-the-immune-system-and-cancer\/","title":{"rendered":"Deciphering Chaos: A new &#8220;Fuzzy&#8221; Artificial Intelligence to predict the battle between the immune system and cancer"},"content":{"rendered":"<p><a href=\"https:\/\/www.eurekalert.org\/news-releases\/1114243\">Deciphering Chaos: A new &#8220;Fuzzy&#8221; Artificial Intelligence to predict the battle between the immune system and cancer<\/a><\/p>\n<p><a href=\"https:\/\/www.eurekalert.org\/news-releases\/1114243\">https:\/\/www.eurekalert.org\/news-releases\/1114243<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-01-27 12:16:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.eurekalert.org\">www.eurekalert.org<\/a><\/p>\n<ul>\n<li>\n<p><strong>New Hybrid Model for Tumor-Immune Interaction Analysis<\/strong>: Researchers from ESPOL have developed a computational framework combining Type-3 Fuzzy Logic and neural networks to simulate interactions between tumors and the immune system.<\/p>\n<\/li>\n<li>\n<p><strong>Incorporating Biological Uncertainty<\/strong>: The model addresses variability in patient immune responses and the latency in cytotoxic T-cell activation, generating \u201cbands of uncertainty\u201d to visualize multiple potential treatment outcomes.<\/p>\n<\/li>\n<li>\n<p><strong>Interpretable and Logic-Oriented<\/strong>: Unlike traditional AI, the new approach maintains interpretability, preserving chaotic structures and bifurcations, and allowing physicians to understand the rationale behind predictions.<\/p>\n<\/li>\n<li>\n<p><strong>Visual Clinical Risk Maps<\/strong>: The model generates risk maps based on linguistic rules, classifying patients into safe or danger zones and guiding personalized treatment strategies.<\/p>\n<\/li>\n<li>\n<p><strong>Superior to Conventional Techniques<\/strong>: The hybrid model outperforms current methods by accurately capturing oscillatory behaviors in cancers even with incomplete or noisy data.<\/p>\n<\/li>\n<li>\n<p><strong>Support for Precision Oncology<\/strong>: By using Explainable Artificial Intelligence (XAI), the model transforms complex data into clear, actionable diagnoses, supporting decision-making in precision oncology.<\/p>\n<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Deciphering Chaos: A new &#8220;Fuzzy&#8221; Artificial Intelligence to predict the battle between the immune system&#8230;<\/p>\n","protected":false},"author":1,"featured_media":182065,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/mediasvc.eurekalert.org\/Api\/v1\/Multimedia\/631e2a40-4a19-4c1f-9711-07201826f7f7\/Rendition\/thumbnail\/Content\/Public","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[20],"class_list":["post-182064","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/182064"}],"collection":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=182064"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/182064\/revisions"}],"predecessor-version":[{"id":182066,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/182064\/revisions\/182066"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/182065"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=182064"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=182064"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=182064"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}