{"id":1831,"date":"2022-08-18T16:34:32","date_gmt":"2022-08-18T20:34:32","guid":{"rendered":"http:\/\/sites.bu.edu\/kumarlab\/?page_id=1831"},"modified":"2025-03-07T20:48:05","modified_gmt":"2025-03-08T01:48:05","slug":"technologies","status":"publish","type":"page","link":"https:\/\/sites.bu.edu\/kumarlab\/technologies\/","title":{"rendered":"Technologies"},"content":{"rendered":"<p>The Movement &amp; Applied Imaging Lab is located in downtown Boston and provides an 1100 ft<sup>2<\/sup> state-of-the-art facility for our research studies. The Lab\u00a0includes space for the technologies described below and multiple workstations for data processing.<\/p>\n<div class=\"bu_collapsible_container \" aria-live=\"polite\" data-customize-animation=\"false\"><h4 class=\"bu_collapsible\" aria-expanded=\"false\"tabindex=\"0\" role=\"button\">Movement Analysis<\/h4><div class=\"bu_collapsible_section\" style=\"display: none;\"><\/p>\n<h4 style=\"text-align: center;\"><span style=\"color: #ff0000;\"><strong>Marker-Based Motion Capture System<\/strong><\/span><\/h4>\n<p style=\"text-align: justify;\">Our lab is equipped with a 14-camera Qualisys motion capture system that includes:<\/p>\n<ul>\n<li style=\"text-align: justify;\">12 Oqus7+ cameras that can capture at a resolution up to 12 Megapixels a@ 300 fps with passive retroreflective markers.<\/li>\n<li style=\"text-align: justify;\">1 Oqus 210c full HD video camera that can capture at a resolution of 2 Megapixels @ 24 fps, synchronized with Oqus7+ cameras. This camera also provides an overlay video of the marker and video images.<\/li>\n<li style=\"text-align: justify;\">2 Sony full HD video cameras<\/li>\n<\/ul>\n<h4 style=\"text-align: center;\"><span style=\"color: #ff0000;\"><strong>Markerless Motion Capture Systems<\/strong><\/span><\/h4>\n<ul>\n<li style=\"text-align: justify;\">There are 8 markerless Qualisys Miqus Hybrid cameras that can be used for video-based markerless motion capture when combined with Theia3D Artificial Intelligence solution<\/li>\n<li style=\"text-align: justify;\">There are two inertial measurement unit systems for inertial motion capture\n<ul>\n<li style=\"text-align: justify;\">Delsys Avanti<span>&#x2122; sensors<\/span><\/li>\n<li style=\"text-align: justify;\"><span>OPAL sensors (APDM)\u00a0<\/span><\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h4 style=\"text-align: center;\"><span style=\"color: #ff0000;\"><strong>Force Platforms<\/strong><\/span><\/h4>\n<p>There are 5 floor imbedded\u00a0force platforms (AMTI, Inc.), each measuring 600 mm x 900 mm. These force platforms offer COP accuracy up to 0.4 mm and measurement accuracy up to\u00a0<span>\u00b10.25% of the applied calibration load. Two of the platforms are on mobile bases allowing translation for custom force platform arrangements. The force platform data are synchronized with the motion capture system.<\/span><\/p>\n<h4 style=\"text-align: center;\"><span style=\"color: #ff0000;\"><strong>Force Plate Mounted\u00a0Staircase<\/strong><\/span><\/h4>\n<p style=\"text-align: justify;\">Stair ascent and descent can be analyzed with a portable staircase that gets mounted to the force plates and includes a landing area. Kinetic data can be capture from 3 consecutive stair steps.<\/p>\n<h4 style=\"text-align: center;\"><span style=\"color: #ff0000;\"><strong>Surface Electromyography (EMG)<\/strong><\/span><\/h4>\n<p style=\"text-align: justify;\">A wireless EMG system (Avanti<span>&#x2122;<\/span> system, Delsys) is available for capturing muscle activity from up to 16 channels synchronized with the motion and force plate data. The Trigno<span>&#x2122;\u00a0system includes 16 regular sensors and 6 mini-sensors for use with smaller muscles or under orthotics.\u00a0<\/span><\/p>\n<p><\/div>\n<\/div>\n\n<div class=\"bu_collapsible_container \" aria-live=\"polite\" data-customize-animation=\"false\"><h4 class=\"bu_collapsible\" aria-expanded=\"false\"tabindex=\"0\" role=\"button\">Functional Neuroimaging<\/h4><div class=\"bu_collapsible_section\" style=\"display: none;\"><\/p>\n<p>We use functional near-infrared spectroscopy (fNIRS) in collaboration with the Center of Neurophotonics for study of chronic pain and neuromotor control in people with knee osteoarthritis.<\/p>\n<p><img loading=\"lazy\" src=\"\/kumarlab\/files\/2022\/07\/FCA4oZGWYAIWQUQ.jpg\" alt=\"\" width=\"380\" height=\"507\" class=\"wp-image-1819 alignleft\" srcset=\"https:\/\/sites.bu.edu\/kumarlab\/files\/2022\/07\/FCA4oZGWYAIWQUQ.jpg 1536w, https:\/\/sites.bu.edu\/kumarlab\/files\/2022\/07\/FCA4oZGWYAIWQUQ-477x636.jpg 477w, https:\/\/sites.bu.edu\/kumarlab\/files\/2022\/07\/FCA4oZGWYAIWQUQ-768x1024.jpg 768w, https:\/\/sites.bu.edu\/kumarlab\/files\/2022\/07\/FCA4oZGWYAIWQUQ-1152x1536.jpg 1152w\" sizes=\"(max-width: 380px) 100vw, 380px\" \/><\/p>\n<p><img loading=\"lazy\" src=\"\/kumarlab\/files\/2022\/07\/FCA4pIxX0A4VBTL.jpg\" alt=\"\" width=\"676\" height=\"507\" class=\"wp-image-1818 alignleft\" srcset=\"https:\/\/sites.bu.edu\/kumarlab\/files\/2022\/07\/FCA4pIxX0A4VBTL.jpg 2048w, https:\/\/sites.bu.edu\/kumarlab\/files\/2022\/07\/FCA4pIxX0A4VBTL-636x477.jpg 636w, https:\/\/sites.bu.edu\/kumarlab\/files\/2022\/07\/FCA4pIxX0A4VBTL-1024x768.jpg 1024w, https:\/\/sites.bu.edu\/kumarlab\/files\/2022\/07\/FCA4pIxX0A4VBTL-768x576.jpg 768w, https:\/\/sites.bu.edu\/kumarlab\/files\/2022\/07\/FCA4pIxX0A4VBTL-1536x1152.jpg 1536w\" sizes=\"(max-width: 676px) 100vw, 676px\" \/><\/p>\n<p><\/div>\n<\/div>\n\n<div class=\"bu_collapsible_container \" aria-live=\"polite\" data-customize-animation=\"false\"><h4 class=\"bu_collapsible\" aria-expanded=\"false\"tabindex=\"0\" role=\"button\">Musculoskeletal Imaging<\/h4><div class=\"bu_collapsible_section\" style=\"display: none;\"><\/p>\n<p style=\"text-align: justify;\">MR imaging studies are performed at the new <strong>research-dedicated 3.0 Tesla MRI (Siemens PRISMA)<\/strong> at the Center for Integrated Life Sciences &amp;\u00a0Engineering (CILSE) located across the street from the Movement &amp; Applied Imaging Lab. The scanner is equipped with an 18-channel surface coil for hip imaging and a 15-channel knee coil.<\/p>\n<p style=\"text-align: justify;\">Radiography studies are performed at the outpatient Sports Medicine clinic at the Ryan Center, down the street from the Movement &amp; Applied Imaging Laboratory. The BU Shuttle operates between the Ryan Center and the MAI Lab sites.<\/p>\n<h4 style=\"text-align: center;\"><span style=\"color: #ff0000;\"><strong>Cartilage MR Imaging<\/strong><\/span><\/h4>\n<p><img loading=\"lazy\" src=\"\/kumarlab\/files\/2017\/08\/Capture-1.jpg\" alt=\"Capture\" class=\"aligncenter size-full wp-image-581\" width=\"708\" height=\"520\" \/><\/p>\n<p style=\"text-align: justify;\"><span>Advanced MR imaging is used to assess the morphology and composition of articular and meniscus cartilage. These include T1\u03c1 and T2\u00a0relaxation times, and clinical scoring of cartilage and other articular tissues.\u00a0<\/span><\/p>\n<h4 style=\"text-align: center;\"><span style=\"color: #ff0000;\"><strong>Muscle MR Imaging<\/strong><\/span><\/h4>\n<p><img loading=\"lazy\" src=\"\/kumarlab\/files\/2017\/08\/Capture.jpg\" alt=\"Capture\" class=\"aligncenter size-full wp-image-579\" width=\"708\" height=\"520\" \/><\/p>\n<p style=\"text-align: justify;\"><span>Standard T1-w MR imaging is used to quantify muscle anatomical cross-sectional area. Water\/fat MR imaging techniques are used to quantify the muscle adiposity.<\/span><\/p>\n<h4 style=\"text-align: center;\"><span style=\"color: #ff0000;\"><strong>Radiography<\/strong><\/span><\/h4>\n<p style=\"text-align: justify;\"><span>Clinical and research radiographic images are used to quantify hip and knee anatomy. Examples include Semi-flexed PA views for Kellgren-Lawrence grading, Long limb view for mechanical axis, and frog-leg views for hip alpha angle.<\/span><\/p>\n<p><\/div>\n<\/div>\n\n<div class=\"bu_collapsible_container \" aria-live=\"polite\" data-customize-animation=\"false\"><h4 class=\"bu_collapsible\" aria-expanded=\"false\"tabindex=\"0\" role=\"button\">Strength and Physical Performance<\/h4><div class=\"bu_collapsible_section\" style=\"display: none;\"><\/p>\n<h4 style=\"text-align: center;\"><span style=\"color: #ff0000;\"><strong>Muscle Performance<\/strong><\/span><\/h4>\n<p><img loading=\"lazy\" src=\"\/kumarlab\/files\/2017\/07\/biodex.jpg\" alt=\"biodex\" class=\"aligncenter size-full wp-image-418\" width=\"708\" height=\"520\" \/><\/p>\n<p style=\"text-align: justify;\"><span>Muscle strength and endurance is assessed with a Biodex dynamometer (Biodex Medical Systems Inc.).<\/span><\/p>\n<h4 style=\"text-align: center;\"><span style=\"color: #ff0000;\"><strong>Physical\u00a0Performance<\/strong><\/span><\/h4>\n<p style=\"text-align: justify;\"><span>Validated and population appropriate functional tests are used. Examples include single-leg hop for distance, timed up and go test, stair climbing test, 6 minute walk test, etc.<\/span><\/p>\n<p><\/div>\n<\/div>\n\n<div class=\"bu_collapsible_container \" aria-live=\"polite\" data-customize-animation=\"false\"><h4 class=\"bu_collapsible\" aria-expanded=\"false\"tabindex=\"0\" role=\"button\">Digital Health Technologies<\/h4><div class=\"bu_collapsible_section\" style=\"display: none;\"><\/p>\n<p>We are working with multiple technologies to capture physical activity, heart rate, sleep, and biomechanical data remotely from users in real-world environments.<\/p>\n<p style=\"text-align: justify;\">We used REDCap and other software solutions to acquire patient-reported data at high temporal resolution\u00a0for use in clinical trials for knee osteoarthritis.<\/p>\n<p><\/div>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>The Movement &amp; Applied Imaging Lab is located in downtown Boston and provides an 1100 ft2 state-of-the-art facility for our research studies. The Lab\u00a0includes space for the technologies described below and multiple workstations for data processing.<\/p>\n","protected":false},"author":13258,"featured_media":0,"parent":0,"menu_order":8,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/sites.bu.edu\/kumarlab\/wp-json\/wp\/v2\/pages\/1831"}],"collection":[{"href":"https:\/\/sites.bu.edu\/kumarlab\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.bu.edu\/kumarlab\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.bu.edu\/kumarlab\/wp-json\/wp\/v2\/users\/13258"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.bu.edu\/kumarlab\/wp-json\/wp\/v2\/comments?post=1831"}],"version-history":[{"count":12,"href":"https:\/\/sites.bu.edu\/kumarlab\/wp-json\/wp\/v2\/pages\/1831\/revisions"}],"predecessor-version":[{"id":2314,"href":"https:\/\/sites.bu.edu\/kumarlab\/wp-json\/wp\/v2\/pages\/1831\/revisions\/2314"}],"wp:attachment":[{"href":"https:\/\/sites.bu.edu\/kumarlab\/wp-json\/wp\/v2\/media?parent=1831"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}