{"id":1162529,"date":"2026-05-07T09:06:28","date_gmt":"2026-05-07T16:06:28","guid":{"rendered":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/?post_type=msr-story&#038;p=1162529"},"modified":"2026-05-07T09:06:31","modified_gmt":"2026-05-07T16:06:31","slug":"when-mri-images-come-into-focus-how-tyger-scales-image-reconstruction","status":"publish","type":"msr-story","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/when-mri-images-come-into-focus-how-tyger-scales-image-reconstruction\/","title":{"rendered":"When MRI\u00a0images\u00a0come\u00a0into focus: How Tyger\u00a0scales image reconstruction"},"content":{"rendered":"\n<div class=\"wp-block-cover is-style-default\" style=\"min-height:520px;aspect-ratio:unset;\"><img loading=\"lazy\" decoding=\"async\" width=\"2000\" height=\"1333\" class=\"wp-block-cover__image-background wp-image-1166431 size-full\" alt=\"Tyger - portable MRI story: MRI scans\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-Story_Webhero_2000x1333.jpg\" data-object-fit=\"cover\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-Story_Webhero_2000x1333.jpg 2000w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-Story_Webhero_2000x1333-300x200.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-Story_Webhero_2000x1333-1024x682.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-Story_Webhero_2000x1333-768x512.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-Story_Webhero_2000x1333-1536x1024.jpg 1536w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-Story_Webhero_2000x1333-240x160.jpg 240w\" sizes=\"auto, (max-width: 2000px) 100vw, 2000px\" \/><span aria-hidden=\"true\" class=\"wp-block-cover__background has-black-background-color has-background-dim-40 has-background-dim\"><\/span><div class=\"wp-block-cover__inner-container is-layout-constrained wp-container-core-cover-is-layout-2cb6a229 wp-block-cover-is-layout-constrained\">\n<div class=\"wp-block-group is-content-justification-left is-layout-constrained wp-container-core-group-is-layout-719fd2c2 wp-block-group-is-layout-constrained\">\n<div style=\"height:160px\" aria-hidden=\"true\" class=\"wp-block-spacer d-none d-sm-block\"><\/div>\n\n\n\n<h1 class=\"wp-block-heading is-style-display\" id=\"when-mri-images-come-into-focus-how-tyger-scales-image-reconstruction-signals\">When MRI images come into focus: How Tyger scales image reconstruction signals<\/h1>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer d-none d-sm-block\"><\/div>\n<\/div>\n<\/div><\/div>\n\n\n\n<article class=\"wp-block-group alignfull mt-0 is-layout-constrained wp-block-group-is-layout-constrained\">\n<div style=\"padding-bottom:0; padding-top:0\" class=\"wp-block-msr-immersive-section alignfull row has-background-gradient has-background-gradient-spectrum-3 wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper\">\n\t\t\t<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<div class=\"wp-block-columns is-style-dark-mode p-4 z-20 container theme-dark is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:22%\"><\/div>\n\n\n\n<div class=\"wp-block-column headings-large is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:56%\">\n<div style=\"height:40px\" aria-hidden=\"true\" class=\"wp-block-spacer is-style-default d-none d-md-block\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading h\" id=\"how-a-cloud-experiment-in-uganda-could-redefine-global-health\">How a cloud experiment in Uganda could redefine global health<\/h2>\n\n\n\n<p>The collaboration between Institute of Instrumentation for Molecular Imaging (I3M) in Spain and Mbarara University of Science and Technology in Uganda began with shared ambition and a shared limitation. The teams were working together on applied MRI research for Sub-Saharan Africa, but the images they could produce were not always reliable enough to interpret.<\/p>\n\n\n\n<p>The MRI system in use could capture signals, but turning those signals into clear images was another matter. Noise crept in, detail washed out. The processing required to make sense of the data exceeded what the local system could handle, slowing experimentation and limiting what the team could reliably see.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"yt-consent-placeholder\" role=\"region\" aria-label=\"Video playback requires cookie consent\" data-video-id=\"TT-ShkskzIA\" data-poster=\"https:\/\/img.youtube.com\/vi\/TT-ShkskzIA\/maxresdefault.jpg\"><iframe aria-hidden=\"true\" tabindex=\"-1\" title=\"Accelerating MRI image reconstruction with Tyger\" width=\"500\" height=\"281\" data-src=\"https:\/\/www.youtube-nocookie.com\/embed\/TT-ShkskzIA?feature=oembed&rel=0&enablejsapi=1\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><div class=\"yt-consent-placeholder__overlay\"><button class=\"yt-consent-placeholder__play\"><svg width=\"42\" height=\"42\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><g fill=\"none\" fill-rule=\"evenodd\"><circle fill=\"#000\" opacity=\".556\" cx=\"21\" cy=\"21\" r=\"21\"\/><path stroke=\"#FFF\" d=\"M27.5 22l-12 8.5v-17z\"\/><\/g><\/svg><span class=\"yt-consent-placeholder__label\">Video playback requires cookie consent<\/span><\/button><\/div><\/div>\n<\/div><\/figure>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"margin-callout\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 annotations__list--right\">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">PUBLICATION<\/span>\n\t\t\t<a href=\"https:\/\/analyticalsciencejournals.onlinelibrary.wiley.com\/doi\/10.1002\/nbm.70293\" data-bi-cN=\"In Vivo Imaging With a Low-Cost MRI Scanner and Cloud Data Processing in Low-Resource Settings\" target=\"_blank\" rel=\"noopener noreferrer\" data-external-link=\"true\" data-bi-aN=\"margin-callout\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>In Vivo Imaging With a Low-Cost MRI Scanner and Cloud Data Processing in Low-Resource Settings<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-open-in-new-tab\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<p>Looking for a way forward, the researchers adopted <a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/microsoft.github.io\/tyger\/\">Tyger<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>, an open-source platform developed by Microsoft Research. With Tyger moving the most computationally intensive stages off the scanner and into the cloud, and denoising models such as <a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/snraware-improved-deep-learning-mri-denoising-with-snr-unit-training-and-g-factor-map-augmentation\/\">SNRAware<\/a>\u2014also developed by Microsoft Research\u2014refining the output, the team was able to produce images that reached a level of clarity suitable for interpretation.<\/p>\n\n\n\n<p>Because the heavy computation happens remotely with Tyger, teams can test, iterate, and develop new imaging approaches without being constrained by the capabilities of local hardware.&nbsp;That means they can try ideas, see results, and adjust course in hours rather than days&nbsp;or weeks, without waiting on machines to catch up.&nbsp;Tyger is now being evaluated across a range of MRI systems in research environments where that flexibility matters.&nbsp;<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"where-reconstruction-does-the-work\">Where reconstruction does the work<\/h3>\n\n\n\n<p>For&nbsp;<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/mihansen\/\">Michael&nbsp;Hansen<\/a>, General Manager of Medical Imaging at Microsoft Research Health Futures, and his team,&nbsp;Tyger was born&nbsp;from a deep curiosity about what medical instruments might become when their limitations are no longer dictated by the hardware inside them.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7882-1-1024x576.jpg\" alt=\"Tyger - portable MRI story: two people discussing MRI scans on a laptop\" class=\"wp-image-1166434\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7882-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7882-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7882-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7882-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7882-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7882-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7882-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7882-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7882-1-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7882-1.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\"><em>Michael Hansen, Senior Director of Biomedical Signal Processing at Microsoft Research Health Futures, and Spanish physicist Joseba Alonso review images from a&nbsp;low<\/em>\u2011<em>field&nbsp;MRI scanner on a&nbsp;laptop<\/em>.<\/figcaption><\/figure>\n\n\n\n<p>Hansen often describes conventional MRI machines as creatures shaped by their magnets: massive, power-hungry, and dependent on the thick walls and high current of large hospitals. The physics of the magnet has always set limitations for images. But the team began to see a way to unsettle that hierarchy.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-style-spectrum is-layout-flow wp-block-quote-is-layout-flow\">\n<p>&#8220;If you have lots of compute, you can make compromises on the instrument side. You can change one currency for another.&#8221;<\/p>\n<cite><em>\u2013<\/em> Michael Hansen, Microsoft Health Futures<\/cite><\/blockquote>\n\n\n\n<p>In other words, if reconstruction is no longer tied to a specific class of hardware, software and computation can carry work that magnets and electronics once had to bear.<\/p>\n\n\n\n<p>Tyger formalizes that tradeoff across MRI systems&nbsp;operating&nbsp;at different field strengths. It allows scanners, whether high&nbsp;field, low field, or ultra-low&nbsp;field, to function primarily as&nbsp;signal gathering&nbsp;devices, with reconstruction handled in the cloud. The lineage of MRI\u2014in which image quality has historically been secured through greater size and cost\u2014is inverted. Less infrastructure, more intelligence.&nbsp;<\/p>\n\n\n\n<p>In the i3M\u2013Mbarara collaboration, this approach is applied in an ultra-low field setting, without redesigning or replacing the MRI device itself. Researchers work with the scanner available to them and focus instead on how its data can be reconstructed more effectively.&nbsp;<\/p>\n\n\n\n<p>The raw electrical signals from the scanner travel, sometimes over a barely adequate mobile network, to Azure, Microsoft\u2019s trusted cloud platform. There, denoising models like SNRAware are put to work. Distortion correction algorithms draw on prior knowledge of how a low magnetic field bends and warps the signal. The computational load that would overwhelm a compact industrial PC at the scanner is absorbed by the Tyger environment, which provides a depth of compute that once required entire rooms of hardware.<\/p>\n\n\n\n<p>What comes back is an image shaped by reconstruction and computation, rather than the physical limits of the scanner that acquired it.<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"a-real-world-test-of-interpretability\">A real-world test of interpretability<\/h3>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<p>At Mbarara University of Science and Technology, the limitations of MRI reconstruction&nbsp;will&nbsp;shape&nbsp;what clinicians can diagnose&nbsp;and how long patients will wait for answers.<\/p>\n\n\n\n<div class=\"annotations \" data-bi-aN=\"margin-callout\">\n\t<article class=\"annotations__list card depth-16 bg-body p-4 annotations__list--right\">\n\t\t<div class=\"annotations__list-item\">\n\t\t\t\t\t\t<span class=\"annotations__type d-block text-uppercase font-weight-semibold text-neutral-300 small\">Publication<\/span>\n\t\t\t<a href=\"https:\/\/analyticalsciencejournals.onlinelibrary.wiley.com\/doi\/10.1002\/nbm.4917\" data-bi-cN=\"On-site construction of a point-of-care low-field MRI system in Africa\" target=\"_blank\" rel=\"noopener noreferrer\" data-external-link=\"true\" data-bi-aN=\"margin-callout\" data-bi-type=\"annotated-link\" class=\"annotations__link font-weight-semibold text-decoration-none\"><span>On-site construction of a point-of-care low-field MRI system in Africa<\/span>&nbsp;<span class=\"glyph-in-link glyph-append glyph-append-open-in-new-tab\" aria-hidden=\"true\"><\/span><\/a>\t\t\t\t\t<\/div>\n\t<\/article>\n<\/div>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"788\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7884-1.jpg\" alt=\"Tyger - portable MRI story: group of people standing next to a piece of equipment\" class=\"wp-image-1166436\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7884-1.jpg 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7884-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7884-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7884-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7884-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7884-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7884-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7884-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7884-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x7884-1-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><figcaption class=\"wp-element-caption\"><em>Johnes&nbsp;Obungoloch&nbsp;and students of Mbarara University stand in front of&nbsp;an MRI coil<\/em>.<\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>In Uganda, where injury and illness routinely outstrip the reach of advanced medical equipment, the distance between emergency and diagnosis can stretch unbearably long.<\/p>\n\n\n\n<p>Many patients must travel long distances to reach facilities with imaging equipment, and in some cases the nearest MRI scanner is hundreds of kilometers away. When images are unclear or need to be repeated, the cost is measured in time, financial burden, and delayed care.<\/p>\n\n\n\n<p>In this setting, where much of the population has no access to MRI at all, image quality is more than a matter of optimization. The consequences cascade through everyday life: stroke patients lose precious hours without diagnosis, children with hydrocephalus, a dangerous buildup of fluid in the brain, are identified&nbsp;only when their heads have already swollen. Trauma victims are treated by experience rather than tangible evidence.&nbsp;<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-style-spectrum is-layout-flow wp-block-quote-is-layout-flow\">\n<p>&#8220;For many patients who cannot afford or manage travel to distant hospitals, the situation is devastating. We have only one&nbsp;MRI imaging facility outside the Capital&nbsp;City,&nbsp;lower-level facilities have neither MRI nor CT imaging. Technology like this&nbsp;[Tyger]&nbsp;could finally bring imaging to the places where it has never existed.\u201d<\/p>\n<cite>\u2014 Eng. Dr. Johnes Obungoloch, Dean of the Faculty of Applied Sciences and Technology, Mbarara University of Science and Technology<\/cite><\/blockquote>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"from-arizona-to-uganda\">From Arizona to Uganda<\/h3>\n\n\n\n<p>The&nbsp;inspiration to use&nbsp;Tyger&nbsp;for&nbsp;ultra-low-field MRI&nbsp;took shape in&nbsp;2023&nbsp;at a reconstruction workshop in Arizona, where a conversation about the challenges of MRI in low resource settings left Hansen thinking about the limits of expertise. He recalls thinking that methods honed for pushing the limits of high-end scanners don\u2019t always translate cleanly to environments with tighter constraints\u2014and that rethinking reconstruction there can call for&nbsp;a different set&nbsp;of assumptions and tradeoffs.&nbsp;Hansen\u2019s realization&nbsp;was&nbsp;that the problem statement itself had to change, and with it, who might be best equipped to solve it.&nbsp;<\/p>\n\n\n\n<p>After the session, Spanish physicist Joseba Alonso&nbsp;approached him. Alonso, a researcher at the i3M institute in Valencia, had been thinking about what MRI might look like beyond the controlled conditions of major research hospitals. Soon enough, his team started&nbsp;preparing to travel to Mbarara University of Science and Technology, where colleagues were working with an MRI system under far tighter constraints.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"788\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Tyger-InBlogHero-1400x7881-1.jpg\" alt=\"Tyger - portable MRI story: group of people looking at a computer monitor\" class=\"wp-image-1169933\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Tyger-InBlogHero-1400x7881-1.jpg 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Tyger-InBlogHero-1400x7881-1-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Tyger-InBlogHero-1400x7881-1-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Tyger-InBlogHero-1400x7881-1-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Tyger-InBlogHero-1400x7881-1-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Tyger-InBlogHero-1400x7881-1-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Tyger-InBlogHero-1400x7881-1-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Tyger-InBlogHero-1400x7881-1-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Tyger-InBlogHero-1400x7881-1-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Tyger-InBlogHero-1400x7881-1-1280x720.jpg 1280w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><figcaption class=\"wp-element-caption\"><em>Mbarara University of Science and Technology (MUST) and Institute for Instrumentation in Molecular Imaging (i3M) researchers review MRI image reconstructions in the MUST MRI lab in Mbarara, Uganda.<\/em><\/figcaption><\/figure>\n\n\n\n<p>The connection proved consequential. What began as a conversation turned into a set of practical experiments. Researchers at i3M and Mbarara started exchanging data, testing reconstruction approaches, and linking the scanner in Uganda to Tyger\u2019s cloud-based pipeline. The early work was informal and provisional, shaped by distance and limited infrastructure, but it&nbsp;held. Today, i3M and Mbarara University collaborate closely, using Tyger as a shared foundation for their MRI research.&nbsp;<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-style-spectrum is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u201cThere is synergy between our goals,\u201d Alonso said. \u201cWe want to produce locally the knowledge to build and use these machines.\u201d<\/p>\n<\/blockquote>\n\n\n\n<p>At Mbarara University, the work has also become an educational effort. Dr. Obungoloch and his colleagues train engineering and medical students, as well as community healthcare workers. Many trainees who had&nbsp;never seen an MRI before are now working to make improvements on the low-field machines in use.&nbsp;<\/p>\n\n\n\n<p>\u201cWe have scanned&nbsp;dozens of&nbsp;volunteers since&nbsp;summer 2025,\u201d he said. \u201cAt first, we could only get part of&nbsp;the head. Now we can&nbsp;acquire&nbsp;full head images.\u201d&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"1590\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x15906-1.jpg\" alt=\"Tyger - portable MRI story: figure 1\" class=\"wp-image-1166438\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x15906-1.jpg 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x15906-1-264x300.jpg 264w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x15906-1-902x1024.jpg 902w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x15906-1-768x872.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x15906-1-1352x1536.jpg 1352w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x15906-1-158x180.jpg 158w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><figcaption class=\"wp-element-caption\"><em>a) The MRI scanner after its&nbsp;initial&nbsp;assembly in 2023.<\/em>&nbsp;<br><em>b) The first reconstructed image, a bell pepper, which took several hours to process.<\/em>&nbsp;<br><em>c\u2013e) Front, rear, and full views of the scanner in its current configuration, showing improvements to the electronics, RF coils, and mechanical integration.<\/em>&nbsp;<br><em>f) The&nbsp;MaRGE&nbsp;user interface used to&nbsp;operate&nbsp;the system.<\/em><\/figcaption><\/figure>\n\n\n\n<p>Some students are already moving on to advanced degrees abroad. Others are gaining skills in electronics, design, and signal processing\u2014competencies that extend far beyond MRI.&nbsp;<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"what-the-workflow-makes-possible\">What the workflow makes possible<\/h3>\n\n\n\n<p>Hansen offered an analogy that neatly captures the moment Tyger occupies: Early cellphone cameras were first seen as limited and unserious, yet they evolved into the most widely used imaging devices in the world. Tools that begin modestly can, under the right conditions, redefine a field.<\/p>\n\n\n\n<p>Realizing that potential will require more than technical progress. As Alonso noted, the transition to clinical systems depends on regulatory approval, manufacturing capacity, and the ability to support devices locally.&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1400\" height=\"595\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x595-fig_dist_corr_2.jpg\" alt=\"Tyger - portable MRI story: figure 2\" class=\"wp-image-1166432\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x595-fig_dist_corr_2.jpg 1400w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x595-fig_dist_corr_2-300x128.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x595-fig_dist_corr_2-1024x435.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x595-fig_dist_corr_2-768x326.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/Tyger-InBlogHero-1400x595-fig_dist_corr_2-240x102.jpg 240w\" sizes=\"auto, (max-width: 1400px) 100vw, 1400px\" \/><figcaption class=\"wp-element-caption\"><strong>Top row<\/strong>: Measured magnetic field maps showing unevenness in the scanner\u2019s main magnetic field.&nbsp;<br><strong>Middle row<\/strong>: A conventional image reconstruction that does not account for these field variations, resulting in visible geometric distortion.&nbsp;<br><strong>Bottom row<\/strong>: A Tyger reconstruction that incorporates the measured field map, producing a clearer image with&nbsp;substantially reduced&nbsp;distortion, especially in the frontal regions of the brain.<\/figcaption><\/figure>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>Still, Tyger changes what is technically feasible. By shifting computational complexity to the cloud, it creates an architecture in which hardware, software, and imaging workflows reinforce rather than compete with one another. Hansen described it as \u201cthe connective tissue that enables practical impact,\u201d because it allows imaging systems to rely on shared computation rather than on local hardware alone.<\/p>\n\n\n\n<p>The collaboration between i3M and Mbarara offers a concrete&nbsp;example of how&nbsp;that&nbsp;plays out&nbsp;in practice.&nbsp;The field is shifting. Increasingly, image quality depends less on where a scan is performed and more on how its data is reconstructed.&nbsp;Software is key to making this happen.<\/p>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:22%\"><\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group theme-dark is-style-default container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div style=\"padding-bottom:0; padding-top:0\" class=\"wp-block-msr-immersive-section alignfull row wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper\">\n\t\t\t<div class=\"wp-block-group theme-dark is-style-default container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div style=\"padding-bottom:0; padding-top:0\" class=\"wp-block-msr-immersive-section alignfull row wp-block-msr-immersive-section\">\n\t\n\t<div class=\"container\">\n\t\t<div class=\"wp-block-msr-immersive-section__wrapper\">\n\t\t\t<div class=\"wp-block-group is-style-default alignwide is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns spectrum-border spectrum-border--blue-green spectrum-border--w-50 spectrum-border--position-right py-5 wp-block-columns--stack-tablet px-3 px-md-0 is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:58.31%\">\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"yt-consent-placeholder\" role=\"region\" aria-label=\"Video playback requires cookie consent\" data-video-id=\"59O8kP8pmtI\" data-poster=\"https:\/\/img.youtube.com\/vi\/59O8kP8pmtI\/maxresdefault.jpg\"><iframe aria-hidden=\"true\" tabindex=\"-1\" title=\"Project Gecko: Building globally equitable generative AI\" width=\"500\" height=\"281\" data-src=\"https:\/\/www.youtube-nocookie.com\/embed\/59O8kP8pmtI?feature=oembed&rel=0&enablejsapi=1\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><div class=\"yt-consent-placeholder__overlay\"><button class=\"yt-consent-placeholder__play\"><svg width=\"42\" height=\"42\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><g fill=\"none\" fill-rule=\"evenodd\"><circle fill=\"#000\" opacity=\".556\" cx=\"21\" cy=\"21\" r=\"21\"\/><path stroke=\"#FFF\" d=\"M27.5 22l-12 8.5v-17z\"\/><\/g><\/svg><span class=\"yt-consent-placeholder__label\">Video playback requires cookie consent<\/span><\/button><\/div><\/div>\n<\/div><\/figure>\n\n\n\n<div class=\"wp-block-columns mt-5 pl-md-5 wp-block-columns--stack-on-tablet is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\"><div class=\"heading-wrapper\">\n<h2 class=\"wp-block-heading is-style-spectrum-fill\" id=\"advancing-ai-to-meet-needs-of-the-global-majority\">Advancing AI to meet needs of the global majority<\/h2>\n<\/div>\n\n\n<p class=\"mb-4\">Generative AI powers apps and tools that boost productivity and knowledge in much of the world.<\/p>\n\n\n\n<p>But these systems&nbsp;don\u2019t&nbsp;work equally well for all communities\u2014especially those under-represented online, where most AI training data originates. As a result, generative AI performs poorly in many languages and does not reflect the social and cultural realities of every population.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a aria-label=\"Read the story: Advancing AI to meet needs of the global majority\" data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/advancing-ai-to-meet-needs-of-the-global-majority\/\">Read the story<\/a><\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Gecko_two-farmers-crops_1400x788-1024x576.jpg\" alt=\"two farmers tending crops\" class=\"wp-image-1169729\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Gecko_two-farmers-crops_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Gecko_two-farmers-crops_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Gecko_two-farmers-crops_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Gecko_two-farmers-crops_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Gecko_two-farmers-crops_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Gecko_two-farmers-crops_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Gecko_two-farmers-crops_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Gecko_two-farmers-crops_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Gecko_two-farmers-crops_1400x788-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/04\/Gecko_two-farmers-crops_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:130px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div style=\"height:100px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<div class=\"yt-consent-placeholder\" role=\"region\" aria-label=\"Video playback requires cookie consent\" data-video-id=\"ml4Dv5CWC7s\" data-poster=\"https:\/\/img.youtube.com\/vi\/ml4Dv5CWC7s\/maxresdefault.jpg\"><iframe aria-hidden=\"true\" tabindex=\"-1\" title=\"Microsoft\u2019s Holoportation\u2122 Communications Technology: Facilitating 3D Telemedicine\" width=\"500\" height=\"281\" data-src=\"https:\/\/www.youtube-nocookie.com\/embed\/ml4Dv5CWC7s?feature=oembed&rel=0&enablejsapi=1\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><div class=\"yt-consent-placeholder__overlay\"><button class=\"yt-consent-placeholder__play\"><svg width=\"42\" height=\"42\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\"><g fill=\"none\" fill-rule=\"evenodd\"><circle fill=\"#000\" opacity=\".556\" cx=\"21\" cy=\"21\" r=\"21\"\/><path stroke=\"#FFF\" d=\"M27.5 22l-12 8.5v-17z\"\/><\/g><\/svg><span class=\"yt-consent-placeholder__label\">Video playback requires cookie consent<\/span><\/button><\/div><\/div>\n<\/div><\/figure>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"padding-left:8.3%;flex-basis:41.69%\">\n<h2 class=\"wp-block-heading w-sm-75 h3\" id=\"new-3d-technology-could-soon-bring-surgeons-closer-to-patients-in-africa-s-most-remote-regions-1\">Paza Speech Playbook<\/h2>\n\n\n\n<p class=\"w-sm-75 mt-sm-5 mt-md-0\">A practical guide for building Automatic Speech Recognition (ASR) models that work in the real world.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/microsoft.github.io\/Paza\/playbook\" target=\"_blank\" rel=\"noreferrer noopener\">Access the Paza Playbook<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading w-sm-75 h3\" id=\"new-3d-technology-could-soon-bring-surgeons-closer-to-patients-in-africa-s-most-remote-regions-1\">Atlas Playbook<\/h2>\n\n\n\n<p class=\"w-sm-75 mt-sm-5 mt-md-0\">A practical, grounded guidance for designing, deploying, and evaluating AI across diverse cultural contexts.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/microsoft.github.io\/AtlasPlaybook\/\" target=\"_blank\" rel=\"noreferrer noopener\">Access the Atlas Playbook<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading w-sm-75 h3\" id=\"new-3d-technology-could-soon-bring-surgeons-closer-to-patients-in-africa-s-most-remote-regions-1\">Vibhasha Playbook<\/h2>\n\n\n\n<p class=\"w-sm-75 mt-sm-5 mt-md-0\">A comprehensive guide for building language model applications in multilingual and multicultural settings.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/microsoft.github.io\/Vibhasha\/\" target=\"_blank\" rel=\"noreferrer noopener\">Access the Vibhasha Playbook<\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/3dTM-Holoportation-patient_1400x788-1024x576.jpg\" alt=\"3D Telecommunications | A father helps demonstrate the lack of movement in his child's hand to doctors who are viewing the live 3D Telemedicine session from around the world\" class=\"wp-image-1158310\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/3dTM-Holoportation-patient_1400x788-1024x576.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/3dTM-Holoportation-patient_1400x788-300x169.jpg 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/3dTM-Holoportation-patient_1400x788-768x432.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/3dTM-Holoportation-patient_1400x788-1066x600.jpg 1066w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/3dTM-Holoportation-patient_1400x788-655x368.jpg 655w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/3dTM-Holoportation-patient_1400x788-240x135.jpg 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/3dTM-Holoportation-patient_1400x788-640x360.jpg 640w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/3dTM-Holoportation-patient_1400x788-960x540.jpg 960w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/3dTM-Holoportation-patient_1400x788-1280x720.jpg 1280w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2025\/12\/3dTM-Holoportation-patient_1400x788.jpg 1400w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading w-sm-75 h4\" id=\"new-3d-technology-could-soon-bring-surgeons-closer-to-patients-in-africa-s-most-remote-regions-1\">3D Telecommunications goes open source<\/h2>\n\n\n\n<p class=\"w-sm-75 mt-sm-5 mt-md-0\">Bringing Holoportation\u2122 from the lab to the field.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a aria-label=\"Read the story: 3D Telecommunications goes open source\" data-bi-type=\"button\" class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/story\/3d-telecommunications-goes-open-source\/\">Read the story<\/a><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n<\/div>\t\t<\/div>\n\t<\/div>\n\n\t<\/div>\n\n\n\n<p><em><strong>Story contributors:<\/strong>\u00a0Amanda Black, David Celis Garcia, Alyssa Hughes, Lindsay Kalter, Brenda Potts, Lindsay Shanahan, Amber Tingle, Shauna Whooley, Asa-Mari Zephirin<\/em><\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<h3 class=\"wp-block-heading is-style-default\" id=\"lightning-talks\">Explore more<\/h3>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:50%\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<p><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/analyticalsciencejournals.onlinelibrary.wiley.com\/doi\/10.1002\/nbm.70293\" type=\"link\" id=\"https:\/\/analyticalsciencejournals.onlinelibrary.wiley.com\/doi\/10.1002\/nbm.70293\" target=\"_blank\" rel=\"noopener noreferrer\">In Vivo Imaging With a Low-Cost MRI Scanner and Cloud Data Processing in Low-Resource Settings<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/podcast\/\">Microsoft Research Podcast<\/a><\/p>\n\n\n\n<p><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/blog\">Microsoft Research Blog<\/a><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-top is-layout-flow wp-block-column-is-layout-flow\">\n<p><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/microsoft-research-stories\/\">Microsoft Research Stories<\/a><\/p>\n\n\n\n<p><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/www.linkedin.com\/build-relation\/newsletter-follow?entityUrn=7335362495383040001\" target=\"_blank\" rel=\"noopener noreferrer\">Microsoft Research Focus newsletter<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:60px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/article>\n","protected":false},"excerpt":{"rendered":"<p>Tyger moves the most demanding MRI processing to the cloud, helping researchers turn raw signals into readable images \u2013 meaning results in hours rather than days or weeks.<\/p>\n","protected":false},"featured_media":1166431,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","footnotes":""},"research-area":[13553],"msr-locale":[268875],"msr-post-option":[],"class_list":["post-1162529","msr-story","type-msr-story","status-publish","has-post-thumbnail","hentry","msr-research-area-medical-health-genomics","msr-locale-en_us"],"related-researchers":[],"related-publications":[],"related-downloads":[],"related-videos":[],"related-projects":[],"related-groups":[],"related-events":[],"related-posts":[],"msr_impact_theme":[],"_links":{"self":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-story\/1162529","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-story"}],"about":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-story"}],"version-history":[{"count":97,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-story\/1162529\/revisions"}],"predecessor-version":[{"id":1170752,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-story\/1162529\/revisions\/1170752"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/media\/1166431"}],"wp:attachment":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/media?parent=1162529"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=1162529"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=1162529"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=1162529"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}