Harnessing Natural Language Processing to Assess Quality of End-of-Life Care for Children With Cancer
Lindsay M, de Oliveira S, Sciacca K, Lindvall C, Ananth P. Harnessing Natural Language Processing to Assess Quality of End-of-Life Care for Children With Cancer. JCO Clinical Cancer Informatics 2024, 8: e2400134. PMID: 39265122, PMCID: PMC11407740, DOI: 10.1200/cci.24.00134.Peer-Reviewed Original ResearchConceptsEnd-of-life carePalliative care consultationGoals of careLocation of deathProportion of decedentsDocumented discussionCare consultationEvidence-based quality measuresMeasure quality of careGold standard manual chart reviewQuality measuresQuality of careEnd of lifeContent of clinical notesLife-sustaining treatmentEnd-of-lifeManual chart reviewCancer decedentsEfficient quality measureCohort of childrenAssess qualityMulti-center researchQuality improvementMeasure qualityCareQuality of Care in the Last Two Years of Life for Children With Complex Chronic Conditions
Bogetz J, Strub B, Bradford M, McGalliard J, Shipman K, Jeyte A, Patneaude A, Johnston E, Ananth P, Thienprayoon R, Rosenberg A. Quality of Care in the Last Two Years of Life for Children With Complex Chronic Conditions. Journal Of Pain And Symptom Management 2024, 68: 488-498.e1. PMID: 39097243, DOI: 10.1016/j.jpainsymman.2024.07.034.Peer-Reviewed Original ResearchComplex chronic conditionsEnd-of-life quality measuresEnd-of-lifeChronic conditionsHealthcare servicesQuality EOL careQuality measuresQuality of careICD-10 diagnosis codesEvaluate demographic differencesU.S. children's hospitalsYears of lifeEOL careDied in-hospitalInterprofessional supportSymptom managementHealthcare utilizationHospital performanceMedication intensityNon-HispanicDiagnosis codesDescriptive statisticsCardiopulmonary resuscitationChildren's hospitalPublic insurance