Automated detection of skeletal muscle twitches from B-mode ultrasound images: An application to motor neuron disease
The presence of involuntary muscle twitches is a diagnostic indicator of neurodegenerative diseases, such as motor neurone disease (MND), but current methods of twitch detection are invasive and pose potential risks to patients. We present a method by which standard B-mode ultrasound can be used to...
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creator | Harding, P. J. Hodson-Tole, E. F. Cunningham, R. Loram, I. Costen, N. |
description | The presence of involuntary muscle twitches is a diagnostic indicator of neurodegenerative diseases, such as motor neurone disease (MND), but current methods of twitch detection are invasive and pose potential risks to patients. We present a method by which standard B-mode ultrasound can be used to automatically identify muscle twitches similar to those found in patients with MND. The results of initial experimentation are presented, and we show that this technique can detect muscle twitches with a high degree of accuracy. |
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The results of initial experimentation are presented, and we show that this technique can detect muscle twitches with a high degree of accuracy.</description><subject>Accuracy</subject><subject>Biomedical imaging</subject><subject>Blood vessels</subject><subject>Diseases</subject><subject>Muscles</subject><subject>Tracking</subject><subject>Ultrasonic imaging</subject><issn>1051-4651</issn><issn>2831-7475</issn><isbn>9781467322164</isbn><isbn>1467322164</isbn><isbn>9784990644109</isbn><isbn>4990644107</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2012</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNotkMtKxDAYheMNrOM8gZu8QCF_bk3djYM3GHCj6yGT_NFo25QmRXx7y-jqcPjg43BOyLptjGxbpqUE1p6SihsBdSMbdXZkIHUjOActz0kFTEEttYJLcpXzJ2OcCWUqMm_mknpb0FOPBV2JaaAp0PyFHRbb0X7OrkNavmNxH5hpmFJP7-o-eaRzVyab0zx4Gnv7jvmWbgZqx7GLzh5NJdE-lTTRAedp6T5mtBmvyUWwXcb1f67I28P96_ap3r08Pm83uzpCo0otQEnktg0gBNNGa-MFF1YdONMWDkZJL0AwIwNXbXAQglbMAnOOabEcI1bk5s8bEXE_TsvK6WevpWbNQn8BAj5bbA</recordid><startdate>201211</startdate><enddate>201211</enddate><creator>Harding, P. 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F. ; Cunningham, R. ; Loram, I. ; Costen, N.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i175t-3154e2a9f133068668d323a5b206a1b854d313084f259fc1ff650a10cc0639063</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Accuracy</topic><topic>Biomedical imaging</topic><topic>Blood vessels</topic><topic>Diseases</topic><topic>Muscles</topic><topic>Tracking</topic><topic>Ultrasonic imaging</topic><toplevel>online_resources</toplevel><creatorcontrib>Harding, P. J.</creatorcontrib><creatorcontrib>Hodson-Tole, E. F.</creatorcontrib><creatorcontrib>Cunningham, R.</creatorcontrib><creatorcontrib>Loram, I.</creatorcontrib><creatorcontrib>Costen, N.</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Harding, P. J.</au><au>Hodson-Tole, E. F.</au><au>Cunningham, R.</au><au>Loram, I.</au><au>Costen, N.</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>Automated detection of skeletal muscle twitches from B-mode ultrasound images: An application to motor neuron disease</atitle><btitle>Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012)</btitle><stitle>ICPR</stitle><date>2012-11</date><risdate>2012</risdate><spage>2630</spage><epage>2633</epage><pages>2630-2633</pages><issn>1051-4651</issn><eissn>2831-7475</eissn><isbn>9781467322164</isbn><isbn>1467322164</isbn><eisbn>9784990644109</eisbn><eisbn>4990644107</eisbn><abstract>The presence of involuntary muscle twitches is a diagnostic indicator of neurodegenerative diseases, such as motor neurone disease (MND), but current methods of twitch detection are invasive and pose potential risks to patients. We present a method by which standard B-mode ultrasound can be used to automatically identify muscle twitches similar to those found in patients with MND. The results of initial experimentation are presented, and we show that this technique can detect muscle twitches with a high degree of accuracy.</abstract><pub>IEEE</pub><tpages>4</tpages></addata></record> |
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subjects | Accuracy Biomedical imaging Blood vessels Diseases Muscles Tracking Ultrasonic imaging |
title | Automated detection of skeletal muscle twitches from B-mode ultrasound images: An application to motor neuron disease |
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