Portable, Low Field Brain Magnetic Resonance Imaging (MRI) for Acute Stroke
Portable, Low Field Brain Magnetic Resonance Imaging (MRI) for Acute Stroke
批准号:
10599258
负责人:
William Taylor Kimberly
金额:
$70.43万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2022
资助国家:
美国
项目状态:
未结题
起止时间:
2022-04-01 至 2026-12-31
关键词:
AcuteAlgorithmsAmbulancesBloodBrain EdemaBrain InjuriesBrain hemorrhageCerebral hemisphere hemorrhageCessation of lifeCharacteristicsClassificationClinicalClinical ResearchCollaborationsCommunitiesComputed Tomography ScannersComputer InterfaceControlled EnvironmentCritical IllnessDataData SetDecision MakingDemocracyDetectionDevelopmentDiagnosisDiagnosticDiffusionEmergency MedicineEngineeringEnrollmentEnvironmentGeneral HospitalsHealthHealth systemHemorrhageHospitalsHourHumanImageImage AnalysisIndustry CollaborationInfarctionInstitutionIschemiaIschemic StrokeLiquid substanceMachine LearningMagnetic Resonance ImagingMassachusettsMeasurementMeasuresMethodologyMethodsModelingMonitorMulticenter StudiesNeurologicPatient CarePatientsPhysiologic pulsePositioning AttributePower SourcesPublic HealthRadiationResearchResolutionResourcesRural CommunitySamplingScanningSensitivity and SpecificitySerial Magnetic Resonance ImagingSourceSpecialistSpecificityStrokeSystemTablet ComputerTechniquesTechnologyTimeTrainingTranslational ResearchUncertaintyWeightX-Ray Computed Tomographyacute strokebrain magnetic resonance imagingclassification algorithmclinical careclinical translationcostcryogenicsdeep learningdeep neural networkdesigndiagnostic accuracydiagnostic technologiesdisabilityexperiencehealth care settingsimage reconstructionimprovedindividual patientindustry partnerinnovationinsightinstrumentinstrumentationlow and middle-income countriesmagnetic fieldmultidisciplinaryneuroimagingnovelnovel strategiesoperationpoint of careportabilitypost strokepreventprospectivereconstructionstandard of carestroke neurologystroke patientsuccesstechnological innovationtoolultra high resolutionvirtual
中文摘要
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英文摘要
Abstract
Neuroimaging is a cornerstone of patient care for patients with brain injury. High field magnets and access to
imaging interpretation have prevented magnetic resonance imaging (MRI) from becoming a universally
available tool. Our group has demonstrated the feasibility of acquiring clinically useful images on a portable,
low-field MRI. In this proposal, we will validate the use and successful deployment of a portable, mobile MRI
into the acute stroke setting. In current practice, all patients, including those that are critically ill, must be
transported to a centralized, controlled-access environment to obtain an MRI at a single time point, in a highly
inaccessible paradigm. Our hypothesis is that a highly portable, low-field MRI can be deployed into nearly any
setting on a platform that provides real-time, automated neuroimaging analysis. Development of this solution
incorporates engineering and technological innovation (low field MRI), methodological innovation
(imaging reconstruction techniques, machine learning approaches to automated diagnosis), and conceptual
innovation (changing clinical workflow to accommodate a non-invasive method capable of point-of-care and
serial MRI). Our key rationale is that we can expand already available treatments, facilitate decision making,
and inform new approaches to patient care when we reposition the availability of MRI on a near-universal
scale. The fundamental insight is that a low field, portable MRI solution, including advanced methods in image
quality, reconstruction, and interpretation, can make imaging available to virtually any patient. We will bring
MRI technology and interpretation to an individual patient's bedside and in doing so create a platform for
MR imaging and analysis on an unprecedented scale. Because the instrument is inexpensive, does not have
cooling requirements and operates on a standard 15A 120V electrical source, project success would
democratize diagnostic MR imaging for ischemic and hemorrhagic stroke. In this proposal, we will develop,
quantify, and validate the measure of certainty required for transition into clinical care. Stroke has been
carefully chosen because of the substantial public health burden and existing treatment options that are
available but currently limited because of the requirement for acute neuroimaging. We have developed a
highly collaborative and multidisciplinary framework, with leading experts in low field MRI, machine learning,
stroke, multicenter studies, clinical and translational research. Embedded as well in our team is the expertise
to immediately take this exciting solution to a variety of novel settings (e.g. ambulance, low/middle income
countries). Our industry partner, Hyperfine, is the first company in the world to develop a truly portable MRI
solution, in collaboration with our academic team over the last three years. As we prospectively develop,
troubleshoot, and fine-tune our solution at two leading institutions (Yale and MGH), we have assembled a
broad scientific team to incorporate technological, clinical workflow, and health systems factors so that our
solution is ready to deploy in any clinical setting to improve patient care across human health.
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Portable, Low Field Brain Magnetic Resonance Imaging (MRI) for Acute Stroke
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批准号:10366629
-
项目类别:
-
资助金额:$74.42万
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财政年份:2022
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负责人:William Taylor Kimberly
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依托单位:
Brain endothelium and innate immune responses after stroke
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批准号:10303327
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项目类别:
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资助金额:$45.14万
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财政年份:2021
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负责人:William Taylor Kimberly
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依托单位:
Metabolomic predictors of stroke in REGARDS
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批准号:10066373
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项目类别:
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资助金额:$46.46万
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财政年份:2016
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负责人:William Taylor Kimberly
-
依托单位:
Metabolomic analysis of acute stress hyperglycemia in ischemic stroke
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批准号:8719187
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项目类别:
-
资助金额:$19.46万
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财政年份:2011
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负责人:William Taylor Kimberly
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依托单位:
Metabolomic analysis of acute stress hyperglycemia in ischemic stroke
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批准号:8326593
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项目类别:
-
资助金额:$19.46万
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财政年份:2011
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负责人:William Taylor Kimberly
-
依托单位:
Metabolomic analysis of acute stress hyperglycemia in ischemic stroke
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批准号:8224628
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项目类别:
-
资助金额:$17.88万
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财政年份:2011
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负责人:William Taylor Kimberly
-
依托单位:
Metabolomic analysis of acute stress hyperglycemia in ischemic stroke
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批准号:8514092
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项目类别:
-
资助金额:$19.46万
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财政年份:2011
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负责人:William Taylor Kimberly
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依托单位:
海外基金