{"id":1749,"date":"2024-12-23T15:38:01","date_gmt":"2024-12-23T08:38:01","guid":{"rendered":"https:\/\/vinuni.edu.vn\/research\/?p=1749"},"modified":"2024-12-25T11:54:09","modified_gmt":"2024-12-25T04:54:09","slug":"nafosted-snsf-project-explainable-ai-for-chest-x-ray-interpretation","status":"publish","type":"post","link":"https:\/\/vinuni.edu.vn\/research\/nafosted-snsf-project-explainable-ai-for-chest-x-ray-interpretation\/","title":{"rendered":"NAFOSTED &#8211; SNSF PROJECT: EXPLAINABLE AI FOR CHEST X-RAY INTERPRETATION"},"content":{"rendered":"<p>&nbsp;<\/p>\n<p><img loading=\"lazy\" class=\"aligncenter size-full wp-image-1750\" src=\"https:\/\/vinuni.edu.vn\/research\/wp-content\/uploads\/2024\/12\/CEI-Facebook-post.png\" alt=\"\" width=\"940\" height=\"788\" srcset=\"https:\/\/vinuni.edu.vn\/research\/wp-content\/uploads\/2024\/12\/CEI-Facebook-post.png 940w, https:\/\/vinuni.edu.vn\/research\/wp-content\/uploads\/2024\/12\/CEI-Facebook-post-300x251.png 300w, https:\/\/vinuni.edu.vn\/research\/wp-content\/uploads\/2024\/12\/CEI-Facebook-post-768x644.png 768w\" sizes=\"(max-width: 940px) 100vw, 940px\" \/><\/p>\n<p style=\"text-align: left;\"><em>(English translation available below)<\/em><\/p>\n<h3 style=\"text-align: center;\"><span class=\"ui-provider dr wb ng acm acn aco acp acq acr acs act acu acv acw acx acy acz aea aeb aec aed aee aef aeg aeh aei aej aek ael aem aen aeo aep aeq aer\" dir=\"ltr\"><strong>D\u1ef1 \u00c1n NAFOSTED &#8211; SNSF: AI Gi\u1ea3i Th\u00edch H\u00ecnh \u1ea2nh X-Quang Ng\u1ef1c<\/strong><\/span><\/h3>\n<p>D\u1ef1 \u00e1n <strong>&#8220;Explainable Interpretation of Chest X-rays by Leveraging Vision-Language Foundation Models&#8221;<\/strong> c\u1ee7a TS. Ph\u1ea1m Huy Hi\u1ec7u (Ch\u1ee7 nhi\u1ec7m d\u1ef1 \u00e1n, VinUniversity) \u0111\u00e3 ch\u00ednh th\u1ee9c nh\u1eadn \u0111\u01b0\u1ee3c t\u00e0i tr\u1ee3 t\u1eeb ch\u01b0\u01a1ng tr\u00ecnh h\u1ee3p t\u00e1c NAFOSTED &#8211; SNSF. \u0110\u00e2y l\u00e0 m\u1ed9t nghi\u00ean c\u1ee9u qu\u1ed1c t\u1ebf \u0111\u1ea7y ti\u1ec1m n\u0103ng, ph\u1ed1i h\u1ee3p gi\u1eefa c\u00e1c nh\u00e0 khoa h\u1ecdc t\u1eeb Vi\u1ec7t Nam v\u00e0 Th\u1ee5y S\u0129, bao g\u1ed3m:<\/p>\n<ul>\n<li><strong>TS. Ph\u1ea1m Huy Hi\u1ec7u<\/strong> (Ch\u1ee7 nhi\u1ec7m, VinUniversity)<\/li>\n<li><strong>GS. Minh Do<\/strong> (Th\u00e0nh vi\u00ean ch\u00ednh, UIUC)<\/li>\n<li><strong>GS. B\u00f9i V\u0103n Giang<\/strong> (Th\u00e0nh vi\u00ean ch\u00ednh, VinUniversity)<\/li>\n<li><strong>TS. Nguy\u1ec5n Qu\u00fd H\u00e0<\/strong> (Th\u00e0nh vi\u00ean ch\u00ednh, VinBigData)<\/li>\n<li><strong>GS. Pascal Frossard<\/strong> v\u00e0 <strong>TS. Dorina Thanou<\/strong> (EPFL, Ph\u00f2ng Th\u00ed nghi\u1ec7m X\u1eed l\u00fd T\u00edn hi\u1ec7u)<\/li>\n<\/ul>\n<p><span class=\"ui-provider dr zq pj agp agq agr ags agt agu agv agw agx agy agz aha ahb ahc ahd ahe ahf ahg ahh ahi ahj ahk ahl ahm ahn aho ahp ahq ahr ahs aht ahu\" dir=\"ltr\">Ch\u01b0\u01a1ng tr\u00ecnh h\u1ee3p t\u00e1c song ph\u01b0\u01a1ng NAFOSTED \u2013 SNSF t\u00e0i tr\u1ee3 cho c\u00e1c \u0111\u1ec1 t\u00e0i nghi\u00ean c\u1ee9u chung do nh\u00e0 khoa h\u1ecdc Vi\u1ec7t Nam v\u00e0 Th\u1ee5y S\u1ef9 tr\u00ean t\u1ea5t c\u1ea3 c\u00e1c l\u0129nh v\u1ef1c. M\u1ed7i d\u1ef1 \u00e1n chung c\u00f3 c\u01a1 h\u1ed9i nh\u1eadn t\u00e0i tr\u1ee3 l\u00ean t\u1edbi 600,000 USD nh\u1eb1m \u0111\u1ea9y m\u1ea1nh trao \u0111\u1ed5i h\u1ecdc thu\u1eadt, h\u1ee3p t\u00e1c nghi\u00ean c\u1ee9u khoa h\u1ecdc gi\u1eefa c\u00e1c nh\u00e0 khoa h\u1ecdc xu\u1ea5t s\u1eafc \u1edf hai qu\u1ed1c gia, h\u1ed7 tr\u1ee3 \u0111\u00e0o t\u1ea1o sau \u0111\u1ea1i h\u1ecdc v\u00e0 th\u00fac \u0111\u1ea9y c\u00f4ng b\u1ed1 khoa h\u1ecdc qu\u1ed1c t\u1ebf \u0111\u1ec9nh cao<\/span><\/p>\n<h4><strong>M\u1ee5c Ti\u00eau D\u1ef1 \u00c1n<\/strong><\/h4>\n<p>D\u1ef1 \u00e1n t\u1eadp trung ph\u00e1t tri\u1ec3n <strong>AI th\u1ebf h\u1ec7 m\u1edbi<\/strong> v\u1edbi kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch ch\u00ednh x\u00e1c v\u00e0 <strong>gi\u1ea3i th\u00edch h\u00ecnh \u1ea3nh y khoa<\/strong>, \u0111\u1eb7c bi\u1ec7t l\u00e0 phim X-quang ng\u1ef1c. C\u00f4ng c\u1ee5 AI n\u00e0y t\u00edch h\u1ee3p gi\u1eefa <strong>d\u1eef li\u1ec7u h\u00ecnh \u1ea3nh (Vision)<\/strong> v\u00e0 <strong>m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef l\u1edbn (LLM)<\/strong> nh\u1eb1m:<\/p>\n<ul>\n<li>Ph\u00e1t hi\u1ec7n b\u1ea5t th\u01b0\u1eddng tr\u00ean X-quang ng\u1ef1c<\/li>\n<li>T\u1ef1 \u0111\u1ed9ng t\u1ea1o b\u00e1o c\u00e1o y khoa<\/li>\n<li>H\u1ed7 tr\u1ee3 b\u00e1c s\u0129 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh nhanh h\u01a1n, ch\u00ednh x\u00e1c h\u01a1n v\u00e0 tin c\u1eady h\u01a1n<\/li>\n<\/ul>\n<h4><strong>T\u00e1c \u0110\u1ed9ng K\u1ef3 V\u1ecdng<\/strong><\/h4>\n<p>Ung th\u01b0 ph\u1ed5i v\u00e0 c\u00e1c b\u1ec7nh h\u00f4 h\u1ea5p hi\u1ec7n l\u00e0 nguy\u00ean nh\u00e2n h\u00e0ng \u0111\u1ea7u g\u00e2y t\u1eed vong tr\u00ean th\u1ebf gi\u1edbi, bao g\u1ed3m c\u1ea3 Vi\u1ec7t Nam. C\u00f4ng c\u1ee5 AI n\u00e0y \u0111\u01b0\u1ee3c k\u1ef3 v\u1ecdng s\u1ebd:<\/p>\n<ul>\n<li><strong>Ph\u00e2n lo\u1ea1i b\u1ec7nh nh\u00e2n<\/strong>, x\u00e1c \u0111\u1ecbnh c\u00e1c tr\u01b0\u1eddng h\u1ee3p c\u1ea7n ch\u0103m s\u00f3c kh\u1ea9n c\u1ea5p<\/li>\n<li>T\u1ed1i \u01b0u h\u00f3a quy tr\u00ecnh l\u00e0m vi\u1ec7c l\u00e2m s\u00e0ng<\/li>\n<li>C\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 \u0111i\u1ec1u tr\u1ecb v\u00e0 k\u1ebft qu\u1ea3 s\u1ee9c kh\u1ecfe cho b\u1ec7nh nh\u00e2n<\/li>\n<\/ul>\n<p>\u0110\u1eb7c bi\u1ec7t, h\u1ec7 th\u1ed1ng n\u00e0y c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t <strong>\u201cc\u00f4ng c\u1ee5 s\u00e0ng l\u1ecdc\u201d<\/strong> v\u00e0 <strong>\u201cki\u1ec3m tra ch\u00e9o\u201d<\/strong>, mang l\u1ea1i \u0111\u1ed9 tin c\u1eady cao h\u01a1n trong ch\u1ea9n \u0111o\u00e1n.<\/p>\n<h4><strong>C\u01a1 H\u1ed9i Cho Sinh Vi\u00ean VinUni<\/strong><\/h4>\n<p>Ngo\u00e0i t\u00e1c \u0111\u1ed9ng l\u00e2m s\u00e0ng, d\u1ef1 \u00e1n m\u1edf ra c\u01a1 h\u1ed9i l\u1edbn cho sinh vi\u00ean VinUniversity:<\/p>\n<ul>\n<li>Theo \u0111u\u1ed5i nghi\u00ean c\u1ee9u sau \u0111\u1ea1i h\u1ecdc (Th\u1ea1c s\u0129 v\u00e0 Ti\u1ebfn s\u0129) t\u1ea1i VinUni v\u00e0 EPFL (Th\u1ee5y S\u0129).<\/li>\n<li>H\u1ecdc h\u1ecfi t\u1eeb c\u00e1c chuy\u00ean gia h\u00e0ng \u0111\u1ea7u t\u1ea1i c\u00e1c t\u1ed5 ch\u1ee9c nghi\u00ean c\u1ee9u uy t\u00edn tr\u00ean th\u1ebf gi\u1edbi.<\/li>\n<\/ul>\n<p>D\u1ef1 \u00e1n n\u00e0y \u0111\u00e1nh d\u1ea5u b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng trong l\u0129nh v\u1ef1c \u1ee9ng d\u1ee5ng AI v\u00e0o y khoa, \u0111\u1ed3ng th\u1eddi th\u1ec3 hi\u1ec7n s\u1ee9c m\u1ea1nh c\u1ee7a h\u1ee3p t\u00e1c nghi\u00ean c\u1ee9u qu\u1ed1c t\u1ebf.<\/p>\n<p>&nbsp;<\/p>\n<h4 style=\"text-align: center;\">&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;<\/h4>\n<h3 style=\"text-align: center;\"><span class=\"ui-provider dr wb ng acm acn aco acp acq acr acs act acu acv acw acx acy acz aea aeb aec aed aee aef aeg aeh aei aej aek ael aem aen aeo aep aeq aer\" dir=\"ltr\"><strong>NAFOSTED &#8211; SNSF PROJECT: EXPLAINABLE AI FOR CHEST X-RAY INTERPRETATION<\/strong><\/span><\/h3>\n<p>The project <strong>&#8220;Explainable Interpretation of Chest X-rays by Leveraging Vision-Language Foundation Models&#8221;<\/strong> led by <strong>Dr. Pham Huy Hieu<\/strong> (Principal Investigator, VinUniversity) has officially been awarded funding through the NAFOSTED &#8211; SNSF bilateral collaboration program. This groundbreaking research involves a strong partnership between scientists from Vietnam and Switzerland, including:<\/p>\n<ul>\n<li><strong>Dr. Pham Huy Hieu<\/strong> (Principal Investigator, VinUniversity)<\/li>\n<li><strong>Prof. Minh Do<\/strong> (Key Member, UIUC)<\/li>\n<li><strong>Prof. Bui Van Giang<\/strong> (Key Member, VinUniversity)<\/li>\n<li><strong>Dr. Nguyen Quy Ha<\/strong> (Key Member, VinBigData)<\/li>\n<li><strong>Prof. Pascal Frossard<\/strong> and <strong>Dr. Dorina Thanou<\/strong> (EPFL, Signal Processing Laboratory)<\/li>\n<\/ul>\n<p><span class=\"ui-provider dr zq pj agp agq agr ags agt agu agv agw agx agy agz aha ahb ahc ahd ahe ahf ahg ahh ahi ahj ahk ahl ahm ahn aho ahp ahq ahr ahs aht ahu\" dir=\"ltr\">The NAFOSTED \u2013 SNSF bilateral cooperation program provides funding for joint research projects conducted by Vietnamese and Swiss scientists across all fields. Each joint project has the opportunity to receive funding of up to USD 600,000 to promote academic exchange, foster scientific research collaboration between outstanding scientists from both countries, support postgraduate training, and advance high-impact international scientific publications.<\/span><\/p>\n<h4><strong>Project Objectives<\/strong><\/h4>\n<p>The project aims to develop <strong>next-generation AI<\/strong> capable of accurate analysis and explainability for medical imaging, with a focus on chest X-rays. This advanced AI system integrates <strong>vision data<\/strong> and <strong>large language models (LLM)<\/strong> to:<\/p>\n<ul>\n<li>Detect abnormalities in chest X-rays<\/li>\n<li>Generate automated medical reports<\/li>\n<li>Support physicians in making faster, more accurate, and reliable decisions<\/li>\n<\/ul>\n<h4><strong>Expected Impact<\/strong><\/h4>\n<p>Lung cancer and respiratory diseases are among the leading causes of death worldwide, including in Vietnam. This AI-powered diagnostic tool is expected to:<\/p>\n<ul>\n<li><strong>Triage patients<\/strong>, identifying urgent care cases<\/li>\n<li>Optimize clinical workflows<\/li>\n<li>Improve treatment efficiency and patient outcomes<\/li>\n<\/ul>\n<p>The system is envisioned to serve as both a <strong>&#8220;screening tool&#8221;<\/strong> and a <strong>&#8220;second-opinion reader&#8221;<\/strong>, enhancing the reliability of diagnostic processes.<\/p>\n<h4><strong>Opportunities for VinUni Students<\/strong><\/h4>\n<p>Beyond its clinical impact, the project offers significant opportunities for VinUniversity students to:<\/p>\n<ul>\n<li>Pursue graduate-level research (Master\u2019s and Ph.D.) at VinUni and EPFL (Switzerland)<\/li>\n<li>Learn from leading experts at world-renowned research institutions<\/li>\n<\/ul>\n<p>This project marks a major milestone in applying AI to healthcare, showcasing the strength of international research collaboration.<\/p>\n<p><span class=\"ui-provider dr wb ng acm acn aco acp acq acr acs act acu acv acw acx acy acz aea aeb aec aed aee aef aeg aeh aei aej aek ael aem aen aeo aep aeq aer\" dir=\"ltr\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; (English translation available below) D\u1ef1 \u00c1n NAFOSTED &#8211; SNSF: AI Gi\u1ea3i Th\u00edch H\u00ecnh \u1ea2nh X-Quang Ng\u1ef1c D\u1ef1 \u00e1n &#8220;Explainable Interpretation of Chest X-rays by Leveraging Vision-Language Foundation Models&#8221; c\u1ee7a TS. Ph\u1ea1m Huy Hi\u1ec7u (Ch\u1ee7 nhi\u1ec7m d\u1ef1 \u00e1n, VinUniversity) \u0111\u00e3 ch\u00ednh th\u1ee9c nh\u1eadn \u0111\u01b0\u1ee3c t\u00e0i tr\u1ee3 t\u1eeb ch\u01b0\u01a1ng tr\u00ecnh h\u1ee3p t\u00e1c NAFOSTED &#8211; SNSF. \u0110\u00e2y [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":1750,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[3],"tags":[],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v19.6.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>NAFOSTED - SNSF PROJECT: EXPLAINABLE AI FOR CHEST X-RAY INTERPRETATION - Vinuni Research Website<\/title>\n<meta name=\"description\" content=\"D\u1ef1 \u00e1n &quot;Explainable Interpretation of Chest X-rays by Leveraging Vision-Language Foundation Models&quot; c\u1ee7a TS. Ph\u1ea1m Huy Hi\u1ec7u (Ch\u1ee7 nhi\u1ec7m d\u1ef1 \u00e1n, VinUniversity) \u0111\u00e3 ch\u00ednh th\u1ee9c nh\u1eadn \u0111\u01b0\u1ee3c t\u00e0i tr\u1ee3 t\u1eeb ch\u01b0\u01a1ng tr\u00ecnh h\u1ee3p t\u00e1c NAFOSTED - SNSF.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/vinuni.edu.vn\/research\/nafosted-snsf-project-explainable-ai-for-chest-x-ray-interpretation\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"NAFOSTED - SNSF PROJECT: EXPLAINABLE AI FOR CHEST X-RAY INTERPRETATION - Vinuni Research Website\" \/>\n<meta property=\"og:description\" content=\"D\u1ef1 \u00e1n &quot;Explainable Interpretation of Chest X-rays by Leveraging Vision-Language Foundation Models&quot; c\u1ee7a TS. 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