2017
A Pilot Study of Mining Association Between Psychiatric Stressors and Symptoms in Tweets
Du J, Zhang Y, Tao C, Xu H. A Pilot Study of Mining Association Between Psychiatric Stressors and Symptoms in Tweets. 2017, 1254-1257. DOI: 10.1109/bibm.2017.8217838.Peer-Reviewed Original Research
2012
Detecting Adverse Drug Reactions using Inpatient Medication Orders and Laboratory Tests Data
Liu M, Matheny M, Wu Y, Hinz E, Denny J, Schildcrout J, Miller R, Xu H. Detecting Adverse Drug Reactions using Inpatient Medication Orders and Laboratory Tests Data. 2012, 1: 131-131. DOI: 10.1109/hisb.2012.56.Peer-Reviewed Original ResearchAdverse drug reactionsElectronic medical recordsSpontaneous reporting systemProportional reporting ratioDrug reactionsMedication ordersDrug ordersInpatient medication ordersAbnormal laboratory resultsTime of admissionDrug-exposed groupChi-square testLaboratory resultsGamma Poisson ShrinkerUnexposed groupMedical recordsOdds ratioMedication safetyPatient harmBayesian confidence propagation neural networkEarly detectionReporting ratioEMR dataDay zeroReporting system