An acquisition and analysis pipeline for integrating MRI and neuropathology in TBI-related dementia and VCID
An acquisition and analysis pipeline for integrating MRI and neuropathology in TBI-related dementia and VCID
批准号:
10810913
负责人:
Bruce Fischl
金额:
$146.69万
依托单位国家:
美国
项目类别:
财政年份:
2023
资助国家:
美国
项目状态:
未结题
起止时间:
2023-09-22 至 2028-08-31
关键词:
3-DimensionalAddressAgingAirAlgorithm DesignAlgorithmic SoftwareAlgorithmsAlzheimer&aposs DiseaseAnatomyArchitectureAtlasesAutomobile DrivingAutopsyBackBack InjuriesBiological MarkersBlood - brain barrier anatomyBlood VesselsBrainBrain InjuriesBrain MappingBrain StemCerebellumCerebral hemisphereCerebrovascular DisordersClinicalCognitiveCollaborationsDarknessDataDepositionDetectionDevelopmentDiagnosisDiffusionDiffusion Magnetic Resonance ImagingDocumentationDropoutEnvironmentFunctional disorderGoalsHealthHemorrhageHistologyHistopathologyHumanImageImage AnalysisImaging technologyInfarctionInternshipsIronLabelLesionLinkLiquid substanceLocationMagnetic Resonance ImagingManualsMapsMedialMemoryMicroscopeMicrovascular DysfunctionMorphologic artifactsMyelinNerve DegenerationNeurobiologyNeurodegenerative DisordersNeurosciencesPathologicPathologyPositioning AttributeProcessPropertyProtocols documentationProtonsResearchResearch PersonnelResolutionSamplingScanningShapesSignal TransductionSiteSliceSpecificityStainsStreamSystemTechniquesTemperatureTemporal LobeTissue imagingTissuesTranslationsTraumatic Brain InjuryTraumatic brain injury related dementiaUnderrepresented MinorityUnderrepresented PopulationsValidationVariantWhite Matter Hyperintensityanalysis pipelineaxon injurybiomarker discoveryconnectomedata reductiondata streamsex vivo imagingflexibilityhigh resolution imagingimage guidedimaging biomarkerimprovedin vivoin vivo imaginginnovative technologiesmagnetic resonance imaging biomarkermillimetermultimodalityneuron lossneuropathologynon-invasive imagingreconstructionrecruitstructural imagingtoolultra high resolutionvalidation studiesvascular cognitive impairment and dementiawhite matterwhite matter injury
中文摘要
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英文摘要
Project Summary
The rich multi-contrast capabilities of MRI enable the detection of a broad spectrum of tissue alterations due to cerebrovascular disease, brain injury, and other insults that significantly impact brain and cognitive health. As new noninvasive imaging technologies are developed to explore causal mechanisms of small vessel disease and blood-brain barrier integrity, there is a need for postmortem validation studies to confirm the pathological basis of early imaging biomarkers driving vascular contributions to cognitive impairment and dementia. Our current understanding of the pathophysiology of post-traumatic neurodegeneration and Alzheimer’s disease comes from 2D neuropathology and histology in which slices are cut, stained, and examined under a microscope. While these techniques yield stunning images with beautiful specificity, they lose the 3D architectural context that is critical for understanding how neuropathological changes alter connectivity and mesoscopic anatomy in the living human brain. The overall goal of this project is to build a pipeline of customized MRI acquisitions and software algorithms designed to provide a mechanistic link between neuropathology and ex vivo MRI, and from there to in vivo human brain mapping atlases. Our project will result in a well-maintained, documented, and distributed set of tools and MRI sequences that sites can download and use to map information between neuropathology and MRI. Furthermore, we will have access to precious brain donations from subjects who had high-quality in vivo multi-modal MRI, enabling us to extend the pipeline to map neuropathological findings of cerebrovascular disease and traumatic brain injury back to imaging data acquired in living subjects. By precisely mapping histopathology to ex vivo MRI and to in vivo MRI, we will develop and discover in vivo MRI biomarkers that can currently only be identified ex vivo.
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批准号:10664289
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项目类别:
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资助金额:$147.18万
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资助金额:$10.78万
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财政年份:2021
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MGH/HMS Internship in NeuroImaging Analysis
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资助金额:$10.78万
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Deep Learning Algorithms for FreeSurfer
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财政年份:2020
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依托单位:
Algorithms for cross-scale integration and analysis
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批准号:10224850
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资助金额:$25.68万
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财政年份:2020
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负责人:Bruce Fischl
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依托单位:
Algorithms for cross-scale integration and analysis
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批准号:10038179
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资助金额:$26.21万
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财政年份:2020
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负责人:Bruce Fischl
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依托单位:
Deep Learning Algorithms for FreeSurfer
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资助金额:$71.16万
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财政年份:2020
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负责人:Bruce Fischl
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依托单位:
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批准号:10295766
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资助金额:$49.97万
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财政年份:2018
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负责人:Bruce Fischl
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依托单位:
Segmenting Brain Structures for Neurological Disorders
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批准号:10063916
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项目类别:
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资助金额:$50.39万
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财政年份:2018
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负责人:Bruce Fischl
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依托单位:
Segmenting Brain Structures for Neurological Disorders
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批准号:10527314
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项目类别:
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资助金额:$49.56万
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财政年份:2018
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负责人:Bruce Fischl
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依托单位:
FreeSurfer Development, Maintenance, and Hardening
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批准号:10529312
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项目类别:
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资助金额:$54.39万
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财政年份:2016
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负责人:Bruce Fischl
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依托单位:
FreeSurfer Development, Maintenance, and Hardening
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批准号:10326397
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项目类别:
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资助金额:$57.56万
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财政年份:2016
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负责人:Bruce Fischl
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依托单位:
Free Surfer Development, Maintenance, and Hardening
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批准号:9562259
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项目类别:
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资助金额:$9.0万
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财政年份:2016
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负责人:Bruce Fischl
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依托单位:
Algorithms for MR and OCT-based Architectonic and Laminar Segmentation
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批准号:9307559
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项目类别:
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资助金额:$60.39万
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财政年份:2015
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负责人:Bruce Fischl
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依托单位:
Auto Calibration and shaped insulin delivery to lower average blood glucose
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批准号:9038506
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项目类别:
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资助金额:$25.88万
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财政年份:2015
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负责人:Bruce Fischl
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依托单位:
MRI brain morphometry for computer-aided detection of neurological disorders
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批准号:8977492
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项目类别:
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资助金额:$21.86万
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财政年份:2015
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负责人:Bruce Fischl
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依托单位:
Algorithms for MR and OCT-based Architectonic and Laminar Segmentation
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项目类别:
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资助金额:$58.77万
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财政年份:2015
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负责人:Bruce Fischl
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OCTology: histology using optical coherence tomography
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批准号:8891703
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项目类别:
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资助金额:$21.75万
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财政年份:2015
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负责人:Bruce Fischl
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依托单位:
OCTology: histology using optical coherence tomography
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批准号:9052759
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项目类别:
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资助金额:$25.36万
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财政年份:2015
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依托单位:
海外基金