2019
Using the Shapes of Clinical Data Trajectories to Predict Mortality in ICUs
Ma J, Lee DKK, Perkins ME, Pisani MA, Pinker E. Using the Shapes of Clinical Data Trajectories to Predict Mortality in ICUs. Critical Care Explorations 2019, 1: e0010. PMID: 32166256, PMCID: PMC7063876, DOI: 10.1097/cce.0000000000000010.Peer-Reviewed Original ResearchPrecision-recall curveTrajectory informationData trajectoriesStatistical learning techniquesRandom forest classifierRelevant shape featuresStatistical learning modelsLearning techniquesMachine learningElectronic health recordsTrajectory featuresLearning modelShape featuresForest classifierTime series dataManual extractionHealth recordsPredictive modelingSeries dataPredictive performanceInformationPatients' clinical dataDynamic predictionClassifierTime series
2006
The value of sharing lead time information
Dobson G, Pinker E. The value of sharing lead time information. IIE Transactions 2006, 38: 171-183. DOI: 10.1080/07408170500436930.Peer-Reviewed Original ResearchLead-time informationEnterprise Resource Planning (ERP) systemsResource planning systemsInformation system integrationCustomer toleranceFirm profitsCustomer sensitivityCustomer experienceLead timeSales peoplePotential customersFirmsTime informationCustomersInformation increasesProfitSystem integrationWidespread adoptionPlanning systemOperational dataAdoptionSpecific typesBenefitsInformationMore information