2018
Psychiatric stressor recognition from clinical notes to reveal association with suicide
Zhang Y, Zhang O, Li R, Flores A, Selek S, Zhang X, Xu H. Psychiatric stressor recognition from clinical notes to reveal association with suicide. Health Informatics Journal 2018, 25: 1846-1862. PMID: 30328378, DOI: 10.1177/1460458218796598.Peer-Reviewed Original ResearchConceptsElectronic health recordsSuicidal behaviorHealth recordsSuicide ideation/attemptsTremendous economic burdenPsychiatric stressorsSuicide risk factorsRisk factorsEconomic burdenPsychiatric stressClinical notesLarge-scale studiesPsychiatric notesSuicideAssociationSignificant stressorsStressorsPrior studiesPercentPrevious studiesStudy
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