grant
Analytics, BioStatistics, and Machine Learning Module
Organization UNIVERSITY OF PITTSBURGH AT PITTSBURGHLocation PITTSBURGH, UNITED STATESPosted 1 Apr 1997Deadline 31 Jul 2029
NIHUS FederalResearch GrantFY2025ATAC sequencingATAC-seqATACseqAccelerationAge related macular degenerationAge-Related MaculopathyAssay for Transposase-Accessible Chromatin using sequencingBiometricsBiometryBiostatisticsBlindnessCell NucleusChIP SequencingChIP-seqChIPseqCollaborationsCommunicable DiseasesCommunitiesComplex AnalysisComputer AnalysisComputersComputing MethodologiesCore GrantCorneaCranial Nerve IIDNA TherapyDataData AnalysesData AnalysisData SetDevelopmentDisciplineDiseaseDisorderDrug TherapyEducation ModuleEducational ModuleExperimental DesignsEye MovementsEye diseasesFacultyFaculty EducationFaculty TrainingFundingGene Transfer ClinicalGenetic InterventionGoalsHuman ResourcesImprove AccessIndividualInfectious DiseasesInfectious DisorderInflammationInvestigatorsJointsLearning ModuleMachine LearningManpowerMedical RecordsMethodologyModernizationMolecularNatural regenerationNucleusOphthalmologyOptic NervePathologyPediatricsPerformancePersonsPharmacological TreatmentPharmacotherapyPhysiologicPhysiologicalPostdocPostdoctoral FellowProbabilistic ModelsProbability ModelsProgenitor CellsProsthesisProsthetic deviceProstheticsPublicationsRNA SeqRNA sequencingRNAseqRegenerationResearchResearch AssociateResearch PersonnelResearchersRetinaRetinal DegenerationScientific PublicationScientistSecond Cranial NerveSightSourceStatistical Data AnalysesStatistical Data AnalysisStatistical Data InterpretationStatistical ModelsStructureStudentsSystemTeacher EducationTeacher EducatorTeacher PreparationTeacher Professional DevelopmentTeacher TrainingTeaching ModuleTechniquesTechnologyTestingTissue imagingTrainingUniversitiesVisionVision DisordersVision researchVisual Disorderage dependent macular degenerationage induced macular degenerationage related macular diseaseage related macular dystrophyanalytical methodanalytical toolassay for transposase accessible chromatin followed by sequencingassay for transposase accessible chromatin seqassay for transposase accessible chromatin sequencingassay for transposase-accessible chromatin with sequencingchromatin immunoprecipitation coupled with sequencingchromatin immunoprecipitation followed by sequencingchromatin immunoprecipitation with sequencingchromatin immunoprecipitation-seqchromatin immunoprecipitation-sequencingcomplex datacomputational analysescomputational analysiscomputational methodologycomputational methodscomputer analysescomputer based methodcomputer methodscomputing methodcornealdata integrationdata interpretationdeep learningdeep learning methoddeep learning strategydegenerative retina diseasesdesigndesigningdevelopmentaldiagnostic tooldrug interventiondrug treatmentexperienceexperimentexperimental researchexperimental studyexperimentseye disordereye microbiomefaculty developmentfaculty professional developmentgene repair therapygene therapygene-based therapygenetic therapygenomic therapyimprovedinnervationinnovateinnovationinnovativeinstructor traininglecturesmachine based learningmembermetabolism measurementmetabolomicsmetabonomicsmicrobiomemultiple data typesnerve supplynew drug treatmentsnew drugsnew pharmacological therapeuticnew therapeuticsnew therapynext generation therapeuticsnovel drug treatmentsnovel drugsnovel pharmaco-therapeuticnovel pharmacological therapeuticnovel therapeuticsnovel therapyocular diseaseocular disorderocular microbiomeocular surfaceophthalmopathypersonnelpharmaceutical interventionpharmacological interventionpharmacological therapypharmacology interventionpharmacology treatmentpharmacotherapeuticspost-docpost-doctoralpost-doctoral traineeprogramsregenerateresearch associatesretina degenerationretinal degenerativeretinal degenerative diseasesretinal imagingscATAC sequencingscATAC-seqsenile macular diseasesingle cell ATAC-seqsingle cell ATAC-sequencingsingle cell Assay for Transposase Accessible Chromatin sequencingsingle cell sequencing assay for transposase accessible chromatinsingle-cell Assay for Transposase-Accessible Chromatin with sequencingsingle-cell assay for transposase-accessible chromatin using sequencingsingle-cell assay for transposase-accessible chromatin-seqstatistical analysisstatistical linear mixed modelsstatistical linear modelsstem cellsteacher developmenttheoriestooltranscriptome sequencingtranscriptomic sequencingvision lossvisual functionvisual loss
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SUMMARY – ANALYTICS, BIOSTATISTICS, AND MACHINE LEARNING MODULE
The Analytics, Biostatistics, and Machine Learning (ABML) module integrates expertise in the Departments of
Ophthalmology, Pediatrics, and Biostatics in an innovative approach to create access to modern computational
analysis of integrated datasets. Our participating faculty generate…
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