{"id":4899,"date":"2024-04-30T15:17:20","date_gmt":"2024-04-30T15:17:20","guid":{"rendered":"https:\/\/xaiworldconference.com\/2024\/?post_type=mp-event&#038;p=4899"},"modified":"2026-04-20T16:59:31","modified_gmt":"2026-04-20T16:59:31","slug":"s-17-a-1-2-2-2","status":"publish","type":"mp-event","link":"https:\/\/xaiworldconference.com\/2026\/timetable\/event\/s-17-a-1-2-2-2\/","title":{"rendered":"Trust Through Transparency: Next-Generation Explainable AI in Medicine"},"content":{"rendered":"\n<figure class=\"wp-block-table is-style-stripes has-small-font-size\"><table class=\"has-fixed-layout\"><thead><tr><th>Time<\/th><th>Authors<\/th><th>Title<\/th><\/tr><\/thead><tbody><tr><td>15:45-16:00<\/td><td>Umay Kulsoom, Malika Bendechache and Frank G. Glavin<\/td><td>Explainable Pairwise Ranking for Clinical Prioritisation of Non-Pharmacological Intervention Candidates<\/td><\/tr><tr><td>16:00-16:15<\/td><td>Umay Kulsoom, Frank G. Glavin and Malika Bendechache<\/td><td>Explainable and Fair Risk Stratification for Surgical Referral in Drug-Resistant Epilepsy<\/td><\/tr><tr><td>16:15-16:30<\/td><td>Dost Muhammad, Nazli Sulaiman, Shahzad Zafar and Malika Bendechache<\/td><td>RAME: Radiologist-Audited, Mechanistically Coupled Explainability for Ultrasound AI<\/td><\/tr><tr><td>16:30-16:45<\/td><td>Jo\u00e3o Marcos Campos, Rafael Gomes, Diogo Chaves, Wagner Meira, Marcos Gon\u00e7alves, Leonardo Rocha, Mariangela Cherchiglia and Hugo Rocha<\/td><td>Mechanistic Dynamic Interpretability for Tabular Foundation Models in Healthcare<\/td><\/tr><tr><td>16:45-17:00<\/td><td>Federico Cabitza, Alessia Papale, Luc\u00eda Vicente and Rossella Tomaiuolo<\/td><td>Framing Effects in Explainable AI: Comparing Cost- and Gain-Oriented Explanations in Clinical Decision Support Systems<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Time Authors Title 15:45-16:00 Umay Kulsoom, Malika Bendechache and Frank G. Glavin Explainable Pairwise Ranking for Clinical Prioritisation of Non-Pharmacological Intervention Candidates 16:00-16:15 Umay Kulsoom, Frank G. Glavin and Malika Bendechache Explainable and Fair Risk Stratification for Surgical Referral in Drug-Resistant Epilepsy 16:15-16:30 Dost Muhammad, Nazli Sulaiman, Shahzad Zafar and Malika Bendechache RAME: Radiologist-Audited, Mechanistically &hellip; <\/p>\n","protected":false},"author":2,"featured_media":0,"menu_order":0,"template":"","mp-event_category":[],"mp-event_tag":[],"class_list":["post-4899","mp-event","type-mp-event","status-publish","hentry","mp-event-item"],"_links":{"self":[{"href":"https:\/\/xaiworldconference.com\/2026\/wp-json\/wp\/v2\/mp-event\/4899","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/xaiworldconference.com\/2026\/wp-json\/wp\/v2\/mp-event"}],"about":[{"href":"https:\/\/xaiworldconference.com\/2026\/wp-json\/wp\/v2\/types\/mp-event"}],"author":[{"embeddable":true,"href":"https:\/\/xaiworldconference.com\/2026\/wp-json\/wp\/v2\/users\/2"}],"wp:attachment":[{"href":"https:\/\/xaiworldconference.com\/2026\/wp-json\/wp\/v2\/media?parent=4899"}],"wp:term":[{"taxonomy":"mp-event_category","embeddable":true,"href":"https:\/\/xaiworldconference.com\/2026\/wp-json\/wp\/v2\/mp-event_category?post=4899"},{"taxonomy":"mp-event_tag","embeddable":true,"href":"https:\/\/xaiworldconference.com\/2026\/wp-json\/wp\/v2\/mp-event_tag?post=4899"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}