{"id":8393,"date":"2025-02-13T16:37:45","date_gmt":"2025-02-13T16:37:45","guid":{"rendered":"https:\/\/hawkcell.com\/a-veterinary-dicom-based-deep-learning-denoising-algorithm-can-improve-subjective-and-objective-brain-mri-image-quality\/"},"modified":"2026-07-08T22:17:27","modified_gmt":"2026-07-08T22:17:27","slug":"a-veterinary-dicom-based-deep-learning-denoising-algorithm-can-improve-subjective-and-objective-brain-mri-image-quality","status":"publish","type":"page","link":"https:\/\/hawkcell.com\/zh\/a-veterinary-dicom-based-deep-learning-denoising-algorithm-can-improve-subjective-and-objective-brain-mri-image-quality\/","title":{"rendered":"A veterinary DICOM-based deep learning denoising algorithm can improve subjective and objective brain MRI image quality"},"content":{"rendered":"\r\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\r\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\r\n<div class=\"wp-block-cover alignfull\" style=\"min-height: 800px;aspect-ratio:unset;\"><img loading=\"lazy\" decoding=\"async\" width=\"1920\" height=\"1440\" class=\"wp-block-cover__image-background wp-image-560\" src=\"https:\/\/hawkcell.com\/wp-content\/uploads\/2022\/09\/leonardo-yip-wb85DEFXeRg-unsplash-minimized.jpg\" alt=\"\" data-object-fit=\"cover\" srcset=\"https:\/\/hawkcell.com\/wp-content\/uploads\/2022\/09\/leonardo-yip-wb85DEFXeRg-unsplash-minimized.jpg 1920w, https:\/\/hawkcell.com\/wp-content\/uploads\/2022\/09\/leonardo-yip-wb85DEFXeRg-unsplash-minimized-300x225.jpg 300w, https:\/\/hawkcell.com\/wp-content\/uploads\/2022\/09\/leonardo-yip-wb85DEFXeRg-unsplash-minimized-1024x768.jpg 1024w, https:\/\/hawkcell.com\/wp-content\/uploads\/2022\/09\/leonardo-yip-wb85DEFXeRg-unsplash-minimized-768x576.jpg 768w, https:\/\/hawkcell.com\/wp-content\/uploads\/2022\/09\/leonardo-yip-wb85DEFXeRg-unsplash-minimized-1536x1152.jpg 1536w\" sizes=\"auto, (max-width: 1920px) 100vw, 1920px\" \/>\r\n<div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\r\n<h2 class=\"alignwide has-text-align-center has-white-color has-text-color wp-block-heading\" style=\"font-size: 64px; font-style: normal; font-weight: bold;\">We are HawkCell<\/h2>\r\n\r\n\r\n\r\n<h1 class=\"has-text-align-center has-white-color has-text-color has-x-large-font-size wp-block-heading\" style=\"font-style: normal; font-weight: 600;\">And we act now<\/h1>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n\r\n\r\n\r\n<h1 class=\"has-text-align-center wp-block-heading\">We&#8217;re on a mission to make the healthcare industry more efficient and sustainable.<\/h1>\r\n\r\n\r\n\r\n<h1 class=\"has-text-align-center wp-block-heading\">We do this one animal MRI image at a time.<\/h1>\r\n\r\n\r\n\r\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\r\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis: 100%;\">\r\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-8f761849 wp-block-columns-is-layout-flex\">\r\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\r\n<h2 class=\"has-text-align-center wp-block-heading\">Hawkcell provides a patented plug-and-play solution to veterinary clinics and preclinical research labs to turn human MRI into an animal-dedicated one.<\/h2>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 82px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 83px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<h1 class=\"has-text-align-center wp-block-heading\">A French story<\/h1>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 41px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">HawkCell is a startup that stemmed from French scientific excellence, and one of the world leading research institutions &#8211; the French CNRSS.<\/h3>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">With a team of 70% scientists, we have developed a patented technology that augments MRI for animals, with unprecedented image quality, giving the first-ever animal-dedicated imaging solution.<\/h3>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">After consolidating our presence in Europe, we have the ambition to expand rapidly to the United States and Asia and become the undisputed leader of MRI for animals.<\/h3>\r\n\r\n\r\n\r\n<h3 class=\"wp-block-heading\">We\u2019re on our way to raising a series A of investing to accelerate our international expansion.<\/h3>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 50px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-default\" \/>\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 50px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<h2 class=\"wp-block-heading\">Interested to work with us?<\/h2>\r\n\r\n\r\n\n<div id=\"role-block_631ddfbfcb5f7\" class=\"btn-wrapper mb-8 role\">\n      <a href=\"#\" class=\"learn-more\">\n      <span class=\"circle\" aria-hidden=\"true\">\n        <svg class=\"stroke-current\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"22.522\" height=\"16.878\" viewBox=\"0 0 22.522 16.878\">\n          <g id=\"Group_69\" data-name=\"Group 69\" transform=\"translate(2 14.049) rotate(-90)\">\n            <line id=\"Line_3\" data-name=\"Line 3\" y2=\"17.694\" transform=\"translate(5.61 0)\" fill=\"none\"  stroke-linecap=\"round\" stroke-width=\"4\"\/>\n            <line id=\"Line_4\" data-name=\"Line 4\" x1=\"5.61\" y1=\"5.61\" transform=\"translate(0 12.083)\" fill=\"none\"  stroke-linecap=\"round\" stroke-width=\"4\"\/>\n            <line id=\"Line_5\" data-name=\"Line 5\" y1=\"5.61\" x2=\"5.61\" transform=\"translate(5.61 12.083)\" fill=\"none\"  stroke-linecap=\"round\" stroke-width=\"4\"\/>\n          <\/g>\n        <\/svg>\n      <\/span>\n      <span class=\"button-text uppercase font-title tracking-widest font-bold text-[14px]\">Contact us<\/span>\n    <\/a>\n  <\/div>\n\r\n\r\n\r\n<div class=\"wp-block-group alignfull has-text-color has-background\" style=\"background-color: #ffffff; color: #000000;\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\r\n<div class=\"wp-block-spacer\" style=\"height: 64px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n\r\n\r\n\r\n<div class=\"wp-block-spacer\" style=\"height: 64px;\" aria-hidden=\"true\">\u00a0<\/div>\r\n<\/div><\/div>\r\n","protected":false},"excerpt":{"rendered":"<p>We&#8217;re on a mission to make the healthcare industry more efficient and sustainable. 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