2017
Psychiatric symptom recognition without labeled data using distributional representations of phrases and on-line knowledge
Zhang Y, Zhang O, Wu Y, Lee H, Xu J, Xu H, Roberts K. Psychiatric symptom recognition without labeled data using distributional representations of phrases and on-line knowledge. Journal Of Biomedical Informatics 2017, 75: s129-s137. PMID: 28624644, PMCID: PMC5705397, DOI: 10.1016/j.jbi.2017.06.014.Peer-Reviewed Original ResearchConceptsPsychiatric symptomsCandidate symptomMental disordersPsychiatric notesList of symptomsMayo ClinicClinical dataSymptom recognitionPatient experiencePersonalized preventionSymptomsAmerican Psychiatric AssociationAbstractTextClinical conceptsPsychiatric AssociationPhenotypic classificationDisordersClinical textMIMIC-IIHealthcare knowledgeConclusionSubjective descriptionsClinicDiseaseDiagnosis
2012
Network‐Assisted Investigation of Antipsychotic Drugs and Their Targets
Sun J, Xu H, Zhao Z. Network‐Assisted Investigation of Antipsychotic Drugs and Their Targets. Chemistry & Biodiversity 2012, 9: 900-910. PMID: 22589091, DOI: 10.1002/cbdv.201100356.Peer-Reviewed Original ResearchConceptsAdverse drug interactionsAntipsychotic drugsDrug interactionsDrug actionAtypical antipsychotic drugsTreatment of schizophreniaSevere mental disordersMolecular mechanismsPsychiatric medicationsReceptor profileMental disordersAntipsychoticsDrug-gene networkDrugsMolecular actionsDifferent molecular mechanismsDrugBank database