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Clinical electromagnetic brain scanner
Stroke is a leading cause of death and disability worldwide, and early diagnosis and prompt medical intervention are thus crucial. Frequent monitoring of stroke patients is also essential to assess treatment efficacy and detect complications earlier. While computed tomography (CT) and magnetic reson...
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Published in: | Scientific reports 2024-03, Vol.14 (1), p.5760-5760, Article 5760 |
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description | Stroke is a leading cause of death and disability worldwide, and early diagnosis and prompt medical intervention are thus crucial. Frequent monitoring of stroke patients is also essential to assess treatment efficacy and detect complications earlier. While computed tomography (CT) and magnetic resonance imaging (MRI) are commonly used for stroke diagnosis, they cannot be easily used onsite, nor for frequent monitoring purposes. To meet those requirements, an electromagnetic imaging (EMI) device, which is portable, non-invasive, and non-ionizing, has been developed. It uses a headset with an antenna array that irradiates the head with a safe low-frequency EM field and captures scattered fields to map the brain using a complementary set of physics-based and data-driven algorithms, enabling quasi-real-time detection, two-dimensional localization, and classification of strokes. This study reports clinical findings from the first time the device was used on stroke patients. The clinical results on 50 patients indicate achieving an overall accuracy of 98% in classification and 80% in two-dimensional quadrant localization. With its lightweight design and potential for use by a single para-medical staff at the point of care, the device can be used in intensive care units, emergency departments, and by paramedics for onsite diagnosis. |
doi_str_mv | 10.1038/s41598-024-55360-7 |
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Frequent monitoring of stroke patients is also essential to assess treatment efficacy and detect complications earlier. While computed tomography (CT) and magnetic resonance imaging (MRI) are commonly used for stroke diagnosis, they cannot be easily used onsite, nor for frequent monitoring purposes. To meet those requirements, an electromagnetic imaging (EMI) device, which is portable, non-invasive, and non-ionizing, has been developed. It uses a headset with an antenna array that irradiates the head with a safe low-frequency EM field and captures scattered fields to map the brain using a complementary set of physics-based and data-driven algorithms, enabling quasi-real-time detection, two-dimensional localization, and classification of strokes. This study reports clinical findings from the first time the device was used on stroke patients. The clinical results on 50 patients indicate achieving an overall accuracy of 98% in classification and 80% in two-dimensional quadrant localization. With its lightweight design and potential for use by a single para-medical staff at the point of care, the device can be used in intensive care units, emergency departments, and by paramedics for onsite diagnosis.</description><identifier>ISSN: 2045-2322</identifier><identifier>EISSN: 2045-2322</identifier><identifier>DOI: 10.1038/s41598-024-55360-7</identifier><identifier>PMID: 38459073</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>639/166/985 ; 639/166/987 ; 692/308/575 ; 692/699/375/534 ; Brain mapping ; Classification ; Computed tomography ; Diagnosis ; Emergency medical care ; Hospitals ; Humanities and Social Sciences ; Intensive care units ; Localization ; Magnetic resonance imaging ; multidisciplinary ; Neuroimaging ; Patients ; Science ; Science (multidisciplinary) ; Stroke</subject><ispartof>Scientific reports, 2024-03, Vol.14 (1), p.5760-5760, Article 5760</ispartof><rights>Crown 2024</rights><rights>2024. Crown.</rights><rights>Crown 2024. This work is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c436t-cd26eb281548c049b92e9bd38edf89e8b9221d65f27427fcfab3b23a95583bd03</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/2952139978/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/2952139978?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>314,780,784,25753,27924,27925,37012,37013,44590,75126</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38459073$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Abbosh, Amin</creatorcontrib><creatorcontrib>Bialkowski, Konstanty</creatorcontrib><creatorcontrib>Guo, Lei</creatorcontrib><creatorcontrib>Al-Saffar, Ahmed</creatorcontrib><creatorcontrib>Zamani, Ali</creatorcontrib><creatorcontrib>Trakic, Adnan</creatorcontrib><creatorcontrib>Brankovic, Aida</creatorcontrib><creatorcontrib>Bialkowski, Alina</creatorcontrib><creatorcontrib>Zhu, Guohun</creatorcontrib><creatorcontrib>Cook, David</creatorcontrib><creatorcontrib>Crozier, Stuart</creatorcontrib><title>Clinical electromagnetic brain scanner</title><title>Scientific reports</title><addtitle>Sci Rep</addtitle><addtitle>Sci Rep</addtitle><description>Stroke is a leading cause of death and disability worldwide, and early diagnosis and prompt medical intervention are thus crucial. Frequent monitoring of stroke patients is also essential to assess treatment efficacy and detect complications earlier. While computed tomography (CT) and magnetic resonance imaging (MRI) are commonly used for stroke diagnosis, they cannot be easily used onsite, nor for frequent monitoring purposes. To meet those requirements, an electromagnetic imaging (EMI) device, which is portable, non-invasive, and non-ionizing, has been developed. It uses a headset with an antenna array that irradiates the head with a safe low-frequency EM field and captures scattered fields to map the brain using a complementary set of physics-based and data-driven algorithms, enabling quasi-real-time detection, two-dimensional localization, and classification of strokes. This study reports clinical findings from the first time the device was used on stroke patients. 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The clinical results on 50 patients indicate achieving an overall accuracy of 98% in classification and 80% in two-dimensional quadrant localization. With its lightweight design and potential for use by a single para-medical staff at the point of care, the device can be used in intensive care units, emergency departments, and by paramedics for onsite diagnosis.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>38459073</pmid><doi>10.1038/s41598-024-55360-7</doi><tpages>1</tpages><oa>free_for_read</oa></addata></record> |
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subjects | 639/166/985 639/166/987 692/308/575 692/699/375/534 Brain mapping Classification Computed tomography Diagnosis Emergency medical care Hospitals Humanities and Social Sciences Intensive care units Localization Magnetic resonance imaging multidisciplinary Neuroimaging Patients Science Science (multidisciplinary) Stroke |
title | Clinical electromagnetic brain scanner |
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