{"id":6782,"date":"2025-09-01T10:00:00","date_gmt":"2025-09-01T09:00:00","guid":{"rendered":"https:\/\/cosmos.isd.kcl.ac.uk\/?p=6782"},"modified":"2025-09-05T09:16:45","modified_gmt":"2025-09-05T08:16:45","slug":"poulomi-pal-gives-two-moderated-presentations-at-esc2025-research-gateway","status":"publish","type":"post","link":"https:\/\/cosmos.isd.kcl.ac.uk\/?p=6782","title":{"rendered":"Poulomi Pal gives two moderated presentations at ESC2025 Research Gateway"},"content":{"rendered":"\n<p>Poulomi Pal presented two of her research outputs at the Research Gateway: In <em><a href=\"https:\/\/esc365.escardio.org\/ESC-Congress\/sessions\/15902-empowered-patients-healthier-hearts-a-new-approach-to-cardiology\" target=\"_blank\" rel=\"noreferrer noopener\">Empowered patients, healthier hearts: a new approach to cardiology<\/a><\/em> chaired by Gayle Campbell and Jeroen M Hendriks, Poulomi spoke on 3-way music-based hypertension diagnosis. In <em><a href=\"https:\/\/esc365.escardio.org\/ESC-Congress\/sessions\/15894-data-driven-insights-advancing-cardiovascular-care-with-big-data\" target=\"_blank\" rel=\"noreferrer noopener\">Data-driven insights: advancing cardiovascular care with big data<\/a><\/em> chaired by Nathalie Conrad and Kiril M Stoyanov, Poulomi presented sex-based differences in cardiovascular response to music.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignleft size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"815\" height=\"1448\" src=\"https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3122-edited.jpg\" alt=\"\" class=\"wp-image-6759\" style=\"width:409px;height:auto\" srcset=\"https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3122-edited.jpg 815w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3122-edited-169x300.jpg 169w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3122-edited-768x1364.jpg 768w\" sizes=\"auto, (max-width: 815px) 100vw, 815px\" \/><\/figure>\n<\/div>\n\n\n<p>Hypertension diagnosis often misses important subtypes like isolated systolic (ISH) and isolated diastolic (IDH) hypertension. This study tested whether listening to music could improve AI-based classification of these conditions using ECG signals. <strong>&#8220;Music based isolated systolic and diastolic hypertension detection with ECG spectrograms using Explainable AI technique Grad-CAM&#8221;<\/strong> showed how listening to music enhances cardiovascular signal clarity for AI, potentially offering a novel way to improve hypertension screening and diagnosis. With music, classification accuracy reached 81%, an improvement from 74% during silence.<\/p>\n\n\n\n<p>See <a href=\"https:\/\/www.youtube.com\/shorts\/aUaXuBQ_lhc\" target=\"_blank\" rel=\"noreferrer noopener\">Youtube Short<\/a> (2&#8217;39&#8221;)<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p class=\"has-white-background-color has-background\"><\/p>\n\n\n\n<p class=\"has-background has-small-font-size\" style=\"background-color:#eeeeee\">Poulomi, P, P Lambiase, E Chew (2025). Music based isolated systolic and diastolic hypertension detection with ECG spectrograms using Explainable AI technique Grad-CAM. European Society of Cardiology (ESC) Congress, 29 Aug-1 Sep, Madrid, ES.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignleft size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"833\" height=\"625\" src=\"https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0162-1-edited.jpg\" alt=\"\" class=\"wp-image-6760\" style=\"width:534px;height:auto\" srcset=\"https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0162-1-edited.jpg 833w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0162-1-edited-300x225.jpg 300w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0162-1-edited-768x576.jpg 768w\" sizes=\"auto, (max-width: 833px) 100vw, 833px\" \/><\/figure>\n<\/div>\n\n\n<p>Music can modulate heart and blood pressure activity, but little is known about the response difference between men and women. In this study, 52 participants (26 women, 26 men) listened to fast\/slow and loud\/soft versions of classical piano music while ECG and blood pressure were recorded. <strong>&#8220;Sex-dependent cardiovascular variations in response to basic music features&#8221;<\/strong> showed how the cardiovascular system reacts differently to music depending on sex, highlighting the need to consider sex differences when developing music-based therapies for heart health.<\/p>\n\n\n\n<p>See <a href=\"https:\/\/www.youtube.com\/shorts\/0baxeJ6JsCQ\" target=\"_blank\" rel=\"noreferrer noopener\">Youtube Short<\/a> (2&#8217;41&#8221;)<\/p>\n\n\n\n<p class=\"has-background has-small-font-size\" style=\"background-color:#eeeeee\">Poulomi, P, P Lambiase, E Chew (2025). Sex-dependent cardiovascular variations in response to basic music features. European Society of Cardiology (ESC) Congress, 29 Aug-1 Sep, Madrid, ES.<\/p>\n\n\n\n<p><strong>See related posts<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/cosmos.isd.kcl.ac.uk\/?p=5878\">How music boosts GCNN hypertension diagnosis<\/a> (ESCGO 2024)<\/p>\n\n\n\n<p><a href=\"https:\/\/cosmos.isd.kcl.ac.uk\/?p=6599\">Our three presentations at ESC 2025<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/cosmos.isd.kcl.ac.uk\/?p=6753\">Blood pressure synchronises to musical phrase arcs<\/a> (ESC 2025)<\/p>\n\n\n\n<p><strong>More photos<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1440\" height=\"2560\" data-id=\"6816\" src=\"https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3122-scaled.jpeg\" alt=\"\" class=\"wp-image-6816\" srcset=\"https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3122-scaled.jpeg 1440w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3122-169x300.jpeg 169w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3122-768x1365.jpeg 768w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3122-864x1536.jpeg 864w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3122-1152x2048.jpeg 1152w\" sizes=\"auto, (max-width: 1440px) 100vw, 1440px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1440\" height=\"2560\" data-id=\"6815\" src=\"https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3121-scaled.jpeg\" alt=\"\" class=\"wp-image-6815\" srcset=\"https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3121-scaled.jpeg 1440w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3121-169x300.jpeg 169w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3121-768x1365.jpeg 768w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3121-864x1536.jpeg 864w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3121-1152x2048.jpeg 1152w\" sizes=\"auto, (max-width: 1440px) 100vw, 1440px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1440\" height=\"2560\" data-id=\"6817\" src=\"https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3118-scaled.jpeg\" alt=\"\" class=\"wp-image-6817\" srcset=\"https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3118-scaled.jpeg 1440w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3118-169x300.jpeg 169w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3118-768x1365.jpeg 768w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3118-864x1536.jpeg 864w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_3118-1152x2048.jpeg 1152w\" sizes=\"auto, (max-width: 1440px) 100vw, 1440px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1440\" data-id=\"6812\" src=\"https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0118-scaled.jpg\" alt=\"\" class=\"wp-image-6812\" srcset=\"https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0118-scaled.jpg 2560w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0118-300x169.jpg 300w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0118-768x432.jpg 768w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0118-1536x864.jpg 1536w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0118-2048x1152.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1440\" data-id=\"6814\" src=\"https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0117-scaled.jpg\" alt=\"\" class=\"wp-image-6814\" srcset=\"https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0117-scaled.jpg 2560w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0117-300x169.jpg 300w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0117-768x432.jpg 768w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0117-1536x864.jpg 1536w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0117-2048x1152.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1920\" data-id=\"6813\" src=\"https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0116-1-scaled.jpg\" alt=\"\" class=\"wp-image-6813\" srcset=\"https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0116-1-scaled.jpg 2560w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0116-1-300x225.jpg 300w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0116-1-768x576.jpg 768w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0116-1-1536x1152.jpg 1536w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0116-1-2048x1536.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n<\/figure>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-white-color has-alpha-channel-opacity has-white-background-color has-background\"\/>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-2 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1920\" data-id=\"6819\" src=\"https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0162-2-scaled.jpg\" alt=\"\" class=\"wp-image-6819\" srcset=\"https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0162-2-scaled.jpg 2560w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0162-2-300x225.jpg 300w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0162-2-768x576.jpg 768w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0162-2-1536x1152.jpg 1536w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0162-2-2048x1536.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1920\" data-id=\"6818\" src=\"https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0161-scaled.jpg\" alt=\"\" class=\"wp-image-6818\" srcset=\"https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0161-scaled.jpg 2560w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0161-300x225.jpg 300w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0161-768x576.jpg 768w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0161-1536x1152.jpg 1536w, https:\/\/cosmos.isd.kcl.ac.uk\/wp-content\/uploads\/2025\/09\/IMG_0161-2048x1536.jpg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n<\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Poulomi Pal highlights the differences in response between males and females and how music can be used as a tool for hypertension diagnosis.<\/p>\n","protected":false},"author":2,"featured_media":6760,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[172,110,102,200],"tags":[137,240,255],"class_list":["post-6782","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-conferences","category-events","category-research-publications","category-team","tag-cardiovascular-science","tag-music-and-artificial-intelligence","tag-music-as-medicine"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Poulomi Pal gives two moderated presentations at ESC2025 Research Gateway - COSMOS<\/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:\/\/cosmos.isd.kcl.ac.uk\/?p=6782\" \/>\n<meta property=\"og:locale\" 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