2020
Calculating the Expected Value of Sample Information in Practice: Considerations from 3 Case Studies
Heath A, Kunst N, Jackson C, Strong M, Alarid-Escudero F, Goldhaber-Fiebert JD, Baio G, Menzies NA, Jalal H. Calculating the Expected Value of Sample Information in Practice: Considerations from 3 Case Studies. Medical Decision Making 2020, 40: 314-326. PMID: 32297840, PMCID: PMC7968749, DOI: 10.1177/0272989x20912402.Peer-Reviewed Original ResearchConceptsHealth economic modelApproximation methodEconomic modelTraditional Monte Carlo methodTraditional Monte CarloMonte Carlo algorithmMonte Carlo methodHigh computational burdenSample informationCarlo algorithmData generation processCarlo methodMonte CarloComputational burdenComputational speedPolicy decisionsComplex decision modelsComputation methodDecision modelRealistic exampleSample sizeEVSIDifferent examplesExpected valuesCarlo
2018
Direct likelihood-based inference for discretely observed stochastic compartmental models of infectious disease
Ho L, Crawford F, Suchard M. Direct likelihood-based inference for discretely observed stochastic compartmental models of infectious disease. The Annals Of Applied Statistics 2018, 12: 1993-2021. DOI: 10.1214/18-aoas1141.Peer-Reviewed Original ResearchHamiltonian Monte CarloStochastic compartmental modelMonte CarloLikelihood-based inferenceSequential Monte CarloCompartmental modelObserved dataMathematical foundationHigh computational costLoss of accuracyLikelihood evaluationBayesian inferenceSIR modelBroad classRecursion methodComputational costRemoved (SIR) modelEfficient algorithmTransition probabilitiesCarloModel assumptionsInfectious disease epidemicsInferenceCentury plagueApproximation
2011
Bayesian hierarchical modeling for signaling pathway inference from single cell interventional data
Luo R, Zhao H. Bayesian hierarchical modeling for signaling pathway inference from single cell interventional data. The Annals Of Applied Statistics 2011, 5: 725-745. PMID: 22162986, PMCID: PMC3233205, DOI: 10.1214/10-aoas425.Peer-Reviewed Original ResearchMarkov chain Monte CarloReal data analysisBayesian hierarchical modeling frameworkHierarchical modelingHierarchical modeling frameworkBayesian hierarchical modelingStatistical inferencePosterior distributionMonte CarloNetwork sparsitySimulation studyIntrinsic noiseModeling frameworkMeasurement errorInterventional dataInferenceMultiple protein activitiesPathway inferenceCarloModelingInterventional experimentsSuch dataSparsityData analysisNoise
2001
Monte Carlo based treatment planning for modulated electron beam radiation therapy
Lee M, Deng J, Li J, Jiang S, Ma C. Monte Carlo based treatment planning for modulated electron beam radiation therapy. Physics In Medicine And Biology 2001, 46: 2177-2199. PMID: 11512618, DOI: 10.1088/0031-9155/46/8/310.Peer-Reviewed Original ResearchConceptsElectron multileaf collimatorIntensity mapsDose distributionElectron radiation therapyElectron beamletsElectron energyElectron beam radiation therapyAir scatteringMonte CarloBremsstrahlung contributionConformal dose distributionsMonte Carlo simulationsBeamletsScatter dosesTreatment planning systemElectronsMultileaf collimatorCarlo simulationsBreast plansIrregular targetsLeaf transportCarloScatteringMonte Carlo generationCollimator
1999
A new correction method for cross-talk using artificial neural networks: validation in simultaneous technetium and iodine cerebral imaging
Fakhri G, Maksud P, Habert M, Todd-Pokropek A, Aurengo A. A new correction method for cross-talk using artificial neural networks: validation in simultaneous technetium and iodine cerebral imaging. 2011 IEEE Nuclear Science Symposium Conference Record 1999, 2: 1000-1004 vol.2. DOI: 10.1109/nssmic.1999.845830.Peer-Reviewed Original ResearchEnergy window methodMonte CarloHuman brain phantomI-123 imagingGeometric phantomsBrain phantomMC simulationsTc-99mCorrection methodDual-isotope studiesActivity distributionM imagesI-123PhantomAssessment of brain perfusionCross-talkRadionuclidesTc-99Cerebral imagingCorrectionBrain perfusionClinical potentialBackprojectionMonteCarlo
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