Medical Imaging Informatics Training Program
Medical Imaging Informatics Training Program
批准号:
7213956
负责人:
ALEX BUI
金额:
$52.59万
依托单位国家:
美国
项目类别:
财政年份:
2002
资助国家:
美国
项目状态:
已结题
起止时间:
2002-07-01 至 2012-06-30
关键词:
AbdomenAcademic Medical CentersAcademic TrainingAccentAddressAdmission activityAdoptedAdultAdvertisingAdvisory CommitteesAgeAirAlgorithmsAnatomic ModelsAnatomyApplications GrantsAppointmentAptitudeArchitectureAreaArtificial IntelligenceArtsAtlasesAttentionAwardBachelor&aposs DegreeBackBasic ScienceBehavioralBeliefBindingBioinformaticsBiologicalBiological Neural NetworksBiologyBiomedical EngineeringBiometryBody of uterusBrainBrain MappingCalculiCaliforniaCardiacCardiovascular systemCaringCase StudyCationsCausationsChemistryChestChildhoodClassClassificationClientClinicClinicalClinical DataClinical ResearchClinical TrialsCodeCollectionCommitCommunicationCommunitiesComplexComplex Genetic TraitComprehensionComputational BiologyComputer AssistedComputer SimulationComputer Vision SystemsComputer information processingComputerized Medical RecordComputersComputing MethodologiesConditionConsultCoupledCreativenessCytogeneticsDailyDataData AnalysesData SetDatabasesDecision MakingDecision Support ModelDecision Support SystemsDecision TheoryDepthDetectionDevelopmentDevicesDiagnostic radiologic examinationDifferential DiagnosisDiffusionDiffusion Magnetic Resonance ImagingDigital LibrariesDirectoriesDisciplineDiscipline of Nuclear MedicineDiscriminant AnalysisDiseaseDisease regressionDistributed DatabasesDoctor of PhilosophyDoctor&aposs DegreeEcologyEducationEducational CurriculumEducational process of instructingEffectivenessElectrical EngineeringEngineeringEnsureEnvironmentEpisodic memoryEthical IssuesEthicsEvaluationEvaluation StudiesEvidence Based MedicineEvolutionExhibitsExpert SystemsExposure toFacility Construction Funding CategoryFacultyFailureFamiliarityFeedbackFellowshipFigs - dietaryFocus GroupsFosteringFoundationsFunctional Magnetic Resonance ImagingFundingFunding AgencyFutureGenerationsGeneticGenetic ModelsGenitourinary systemGenomeGenomicsGoalsGrantGraphGroup MeetingsGuidelinesHealth Insurance Portability and Accountability ActHealthcareHospitalsHourHumanHuman GeneticsImageImage AnalysisImage CompressionImageryIndividualInformaticsInformation ManagementInformation RetrievalInformation Retrieval SystemsInformation SciencesInformation SystemsInformation TheoryInstitutesInstitutionInternetInternshipsInterviewInvestigationJavaJointsJournalsKidneyKnowledgeKnowledge acquisitionLaboratoriesLanguageLeadLearningLengthLettersLinguisticsLiteratureLiverLogical Observation Identifiers Names and CodesLungMachine LearningMagnetic ResonanceMagnetic Resonance ImagingMagnetic Resonance SpectroscopyMaintenanceMammographyManagement Information SystemsMapsMaster&aposs DegreeMaterials TestingMathematicsMeasurementMeasuresMedialMedicalMedical ImagingMedical InformaticsMedical ResearchMedical centerMedicineMentorsMethodologyMethodsMiningMinorMinorityModalityModelingMolecularMolecular GeneticsMultimediaMuscleMusculoskeletalNatural Language ProcessingNatureNeuraxisNeurogenic BladderNeurologicNeurosciencesNumbersOccupational GroupsOnline SystemsOntologyOperative Surgical ProceduresOralOral ExaminationOrganPaperParticipantPathologyPathway interactionsPatient CarePatient Data PrivacyPatientsPatternPattern RecognitionPerceptionPerformancePerfusionPhysiciansPhysicsPhysiologyPlacementPoliciesPopulationPositioning AttributePostdoctoral FellowPrincipal InvestigatorPrivacyProcessProductionProgram EvaluationProteomicsProtocols documentationPublic Health InformaticsPublicationsPublished CommentPublished DirectoryPublishingPulmonary EmphysemaPurposeQualifyingRadiology SpecialtyRangeReadingRecommendationRegulationRelaxationReportingRepresentations, Knowledge (Computer)ResearchResearch DesignResearch InfrastructureResearch PersonnelResearch Project GrantsResearch ProposalsResearch TrainingResidenciesResolutionRetrievalReview LiteratureRoboticsRoleRotationRouteRunningSamplingScholarshipSchoolsScienceScientistSecuritySelf AssessmentSemanticsSeminalSensorySeriesServicesShadowing (Histology)SideSignal TransductionSimulateSiteSocietiesSoftware EngineeringSoftware ToolsSolidSolutionsSorting - Cell MovementSourceSpecific qualifier valueSpeechStagingStandardizationStandards of Weights and MeasuresStatistical DistributionsStatistical ModelsStressStrokeStructureStudentsSuggestionSupervisionSupport of ResearchSurveysSystemSystematized Nomenclature of MedicineSystems TheoryTeaching MethodTechnical ExpertiseTechniquesTechnologyTelemedicineTeleradiologyTernTestingTextThinkingThree-Dimensional ImageThree-Dimensional ImagingTimeTimeLineTodayTrainingTraining ProgramsTraining SupportTraining and EducationTranscriptTranslational ResearchTranslationsTransport ProcessUltrasonographyUncertaintyUnified Medical Language SystemUnited States National Institutes of HealthUniversitiesUpper armUrinationUrologyVariantVertebral columnVeteransVisionVisualWeekWeightWireless TechnologyWorkWorld HealthWritingX-Ray Computed Tomographyadvanced systembasebioimagingbiomedical informaticsbody systembonecareerclinical applicationcluster computingcomparativecomputer based Semantic Analysiscomputer human interactioncomputer programcomputer sciencecomputerized toolsconceptcost effectivenessdata acquisitiondata integrationdata miningdata modelingdata structuredatabase designdaydesigndesiredevelopmental geneticsdigital imagingeditorialencryptionexperiencefallsfundamental researchgene therapyhuman diseaseimage processingimage reconstructionimaging Segmentationimaging informaticsin vivoindexinginformatics traininginformation organizationinformation seeking behaviorinnovationinsightinstructorinstrumentinstrumentationinterestisophosphamide mustarditerative designknowledge baselanguage processinglecturerlectureslexicalmarkov modelmathematical modelmedical schoolsmedical specialtiesmembermolecular imagingmusculoskeletal imagingneuroimagingnew technologynovelobject recognitiononcologypeerpositional cloningpost-doctoral trainingpractical applicationprogramsprospectiveprotein foldingreal world applicationreconstructionrepositoryresearch clinical testingrestorationscale upsensorsimulationskillssocialsoundstatisticssuccesssymposiumsyntaxtheoriestooltrendtwo-dimensionalusabilityuser centered designvirtualvisual processvisual processing
中文摘要
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英文摘要
DESCRIPTION (provided by applicant):
The objective of this grant is to support training of the upcoming generation of scientists in medical imaging informatics. The next significant challenge in biomedical informatics will be to support new knowledge discovery: thus, the application domain of this training program will be on informatics in support of clinical and translational research. In addition to existing informatics research, fundamental theories and developments from a spectrum of disciplines (computer science, applied math, statistics, medicine) will be required to facilitate such informatics research, and must be integrated into a forward-looking training program. This program further focuses on imaging informatics: with the now ubiquitous usage of imaging as an in vivo method for objectively documenting and understanding human disease, new and unique research challenges arise in the acquisition, the understanding, and the usage of such data towards creating novel insights.
Evolving from the current UCLA NLM training grant in imaging-based medical informatics, doctoral (PhD) and postdoctoral training are offered through an approved degree-granting track in medical imaging informatics in the UCLA Biomedical Engineering Interdepartmental Program. The program consists of a comprehensive one year core curriculum that provides a breadth of understanding in biomedical informatics (medical data standards and information architectures; knowledge representation; medical decision making; information extraction/ retrieval; bioinformatics) and the underlying principles of medical image acquisition, standardization, and content understanding. Further specialization is achieved through subsequent elective courses that provide expertise in a given informatics area. Importantly, the program stresses informatics research and its subsequent
application, requiring trainees to conduct novel and innovative investigations as part of the course of
study. Core faculty are drawn from an interdisciplinary group of researchers in the UCLA Schools of Medicine, Engineering, Letters & Sciences, and Information Studies. This program will be able to leverage the wide array of biomedical and informatics endeavors from its core faculty and across the UCLA campus to provide students with numerous opportunities for research. Additionally, this training program will support short-term summer training for undergraduate students to encourage interest in biomedical and imaging informatics graduate work.
期刊论文(0)
专著(0)
科研奖励(0)
会议论文
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Predicting who will fracture: Exploration of machine learning in the observational Women's Health Initiative Study dataset.
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财政年份:2022
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项目类别:
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资助金额:$30.25万
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财政年份:2022
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依托单位:
Network Core
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批准号:10285908
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项目类别:
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资助金额:$5.28万
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财政年份:2021
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依托单位:
Network Core
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项目类别:
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财政年份:2021
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依托单位:
Prediction of Chronic Kidney Disease by Simulation Modeling to Improve the Health of Minority Populations
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项目类别:
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资助金额:$37.44万
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财政年份:2020
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负责人:ALEX BUI
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依托单位:
Prediction of Chronic Kidney Disease by Simulation Modeling to Improve the Health of Minority Populations
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项目类别:
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财政年份:2020
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负责人:ALEX BUI
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依托单位:
Prediction of Chronic Kidney Disease by Simulation Modeling to Improve the Health of Minority Populations
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项目类别:
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资助金额:$37.44万
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财政年份:2020
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依托单位:
PREMIERE: A PREdictive Model Index and Exchange REpository
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项目类别:
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资助金额:$29.15万
-
财政年份:2019
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负责人:ALEX BUI
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依托单位:
PREMIERE: A PREdictive Model Index and Exchange REpository
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批准号:10228009
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项目类别:
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财政年份:2019
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依托单位:
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项目类别:
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依托单位:
PREMIERE: A PREdictive Model Index and Exchange REpository
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iDISCOVER: Integrated Data Science Training in CardioVascular Medicine
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项目类别:
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依托单位:
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项目类别:
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项目类别:
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依托单位:
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海外基金