{"id":13864,"date":"2022-11-25T15:00:00","date_gmt":"2022-11-25T15:00:00","guid":{"rendered":"https:\/\/www.prnasia.com\/story\/archive\/3947008_CN47008_0"},"modified":"2022-11-25T15:00:00","modified_gmt":"2022-11-25T15:00:00","slug":"new-study-on-deep-learning-technology-for-improving-mri-image-quality-published-in-european-radiology","status":"publish","type":"post","link":"https:\/\/transmediavictoria.net.au\/?p=13864","title":{"rendered":"New study on deep learning technology for improving MRI image quality published in European Radiology"},"content":{"rendered":"<p><b>SwiftMR\u2122, an AI-powered MRI reconstruction solution from AIRS Medical proved its performance for enhancing the image quality of 3D high-resolution MRI<\/b><\/p>\n<p><span class=\"legendSpanClass\"><span class=\"xn-location\">SEOUL, South Korea<\/span><\/span>, <span class=\"legendSpanClass\"><span class=\"xn-chron\">Nov. 25, 2022<\/span><\/span> \/PRNewswire\/ &#8212;&nbsp;<u><a href=\"https:\/\/link.springer.com\/article\/10.1007\/s00330-022-09243-y\" target=\"_blank\" rel=\"nofollow noopener\">A recent study published in European Radiology<\/a><\/u>&nbsp;demonstrated that SwiftMR, an AI-powered MRI reconstruction solution from AIRS Medical, successfully denoises 3D MR images and improves its image quality by using routine clinical scans only.<\/p>\n<p>The study aimed to develop a deep neural network (DNN)\u2013based noise reduction and image quality improvement by only using routine clinical scans and evaluating its performance in 3D high-resolution MRI. The study was conducted by AIRS Medical and Dr. <span class=\"xn-person\">Jinhee Jang<\/span>, MD, Ph.D. of Seoul St. Mary&#8217;s Hospital. The retrospective study included T1-weighted magnetization-prepared rapid gradient-echo (MP-RAGE) images from 185 clinical scans.<\/p>\n<p>Qualitative evaluation between conventional MP-RAGE and DNN-based MP-RAGE was performed by two radiologists in image quality, fine structure delineation, and lesion conspicuity. Quantitative evaluation was performed with full sampled data as a reference by measuring quantitative error metrics and volumetry at seven different simulated noise levels. DNN application on VWI was evaluated by two radiologists in image quality.<\/p>\n<p>The study shows that DNN-based MP-RAGE outperformed conventional MP-RAGE in all image quality parameters (average scores = 3.7 vs. 4.9, p &lt; 0.001). In the quantitative evaluation, DNN showed better error metrics (p &lt; 0.001) and comparable (p &gt; 0.09) or better (p &lt; 0.02) volumetry results than conventional MP-RAGE. DNN application to VWI also revealed improved image quality (3.5 vs. 4.6, p &lt; 0.001).<\/p>\n<p>&#8220;We are very pleased that we have proved SwiftMR\u2122 contributes to not only reducing time but also helps make images good to great, eventually contribute radiologists could read images with confidence.&#8221; remarked <span class=\"xn-person\">Hyeseong Lee<\/span>, MD, CEO of AIRS Medical. &#8220;We are expecting more adaptions and collaborations with radiologists around the world thus we could grow together.&#8221; he added.<\/p>\n<p>AIRS Medical recently announced its participation in the 108th&nbsp;Scientific Assembly and Annual Meeting of the RSNA 2022, held from <span class=\"xn-chron\">November 27 to 30th<\/span> in <span class=\"xn-location\">Chicago<\/span>. During the event, AIRS Medical showcases its award-winning MRI reconstruction solution SwiftMR\u2122and also delivering two oral presentations at scientific session.<\/p>\n<p>&#8220;We are proud of ourselves since it is quite unusual for a startup to deliver oral presentations at RSNA scientific session. Being adopted as oral presentation means recognition of academically important achievements.&#8221; he added.<\/p>\n<p><b>About AIRS Medical<\/b><\/p>\n<p>AIRS Medical Inc., founded in&nbsp;Oct 2018, is a medical AI solution provider headquartered in&nbsp;Seoul, Korea, that develops innovative products and services to improve the patient experience. AIRS Medical helps healthcare systems achieve greater institutional efficiency in areas where a lack of productivity limits clinical value.<\/p>\n<p>For more information, visit <u><a href=\"http:\/\/en.airsmed.com\/\" target=\"_blank\" rel=\"nofollow noopener\">airsmed.com<\/a><\/u><\/p>\n<p>Euntak Jin<br \/>+82-01046972824<br \/><a href=\"mailto:jin.euntak@airsmed.com\" rel=\"nofollow\">jin.euntak@airsmed.com<\/a><\/p>\n<p id=\"PURL\"><img loading=\"lazy\" decoding=\"async\" title=\"Cision\" width=\"12\" height=\"12\" alt=\"Cision\" src=\"https:\/\/c212.net\/c\/img\/favicon.png?sn=CN47008&amp;sd=2022-11-25\"> View original content:<a id=\"PRNURL\" rel=\"nofollow noopener\" href=\"https:\/\/www.prnewswire.com\/news-releases\/new-study-on-deep-learning-technology-for-improving-mri-image-quality-published-in-european-radiology-301687123.html\" target=\"_blank\">https:\/\/www.prnewswire.com\/news-releases\/new-study-on-deep-learning-technology-for-improving-mri-image-quality-published-in-european-radiology-301687123.html<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>SwiftMR\u2122, an AI-powered MRI reconstruction solution from AIRS Medical proved its performance for enhancing the image quality of 3D high-resolution MRI SEOUL, South Korea, Nov. 25, 2022 \/PRNewswire\/ &#8212;&nbsp;A recent study published in European Radiology&nbsp;demonstrated that SwiftMR, an AI-powered MRI reconstruction solution from AIRS Medical, successfully denoises 3D MR images and improves its image quality [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-13864","post","type-post","status-publish","format-standard","hentry","category-business-news"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - 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