2021
Development and Validation of a Machine Learning Model to Estimate Bacterial Sepsis Among Immunocompromised Recipients of Stem Cell Transplant
Lind M, Mooney S, Carone M, Althouse B, Liu C, Evans L, Patel K, Vo P, Pergam S, Phipps A. Development and Validation of a Machine Learning Model to Estimate Bacterial Sepsis Among Immunocompromised Recipients of Stem Cell Transplant. JAMA Network Open 2021, 4: e214514. PMID: 33871619, PMCID: PMC8056279, DOI: 10.1001/jamanetworkopen.2021.4514.Peer-Reviewed Original ResearchConceptsRecipients of allo-HCTSystemic inflammatory response syndromeArea under the curveAllo-HCTHighest area under the curveNational Early Warning ScoreCell transplantationRecipients of allogeneic hematopoietic cell transplantationRecipients of stem cell transplantationTime of culture collectionAllogeneic hematopoietic cell transplantationSequential Organ Failure AssessmentStem cell transplantationHematopoietic cell transplantationInflammatory response syndromePresentation of sepsisOrgan Failure AssessmentFred Hutchinson Cancer Research CenterShort-term mortalityHigh-risk populationCancer Research CenterBloodstream infectionsImmunocompromised recipientsAtypical presentationPrognostic value
2020
281. Detecting bacterial sepsis among allogeneic HCT recipients with population-specific bedside tools
Lind M, Pergam S, Liu C, Phipps A, Mooney S, Althouse B, Carone M. 281. Detecting bacterial sepsis among allogeneic HCT recipients with population-specific bedside tools. Open Forum Infectious Diseases 2020, 7: s140-s141. PMCID: PMC7777916, DOI: 10.1093/ofid/ofaa439.325.Peer-Reviewed Original ResearchAllogeneic hematopoietic cell transplantationSystemic inflammatory response syndromeAllogeneic hematopoietic cell transplant recipientsHigh-risk populationNational Early Warning ScoreSepsis eventsSequential Organ Failure AssessmentDetecting bacterial sepsisPotential infectionHematopoietic cell transplantationSepsis related mortalityInflammatory response syndromeOrgan Failure AssessmentRespiratory rateAllogeneic HCT recipientsDays post-transplantationDiastolic blood pressureCell transplantationBacterial sepsisResponse syndromeHCT recipientsPost-transplantationDiagnosing sepsisClinical factorsFailure AssessmentPredictive Value of 3 Clinical Criteria for Sepsis (Quick Sequential Organ Failure Assessment, Systemic Inflammatory Response Syndrome, and National Early Warning Score) With Respect to Short-term Mortality in Allogeneic Hematopoietic Cell Transplant Recipients With Suspected Infections
Lind M, Phipps A, Mooney S, Liu C, Fohner A, Patel K, Ueda M, Pergam S. Predictive Value of 3 Clinical Criteria for Sepsis (Quick Sequential Organ Failure Assessment, Systemic Inflammatory Response Syndrome, and National Early Warning Score) With Respect to Short-term Mortality in Allogeneic Hematopoietic Cell Transplant Recipients With Suspected Infections. Clinical Infectious Diseases 2020, 72: 1220-1229. PMID: 32133490, PMCID: PMC8028104, DOI: 10.1093/cid/ciaa214.Peer-Reviewed Original ResearchConceptsSystemic inflammatory response syndromeHematopoietic cell transplantationSuspected infectionNational Early Warning ScoreShort-term mortalityAllogeneic hematopoietic cell transplant recipientsAllogeneic hematopoietic cell transplantationHematopoietic cell transplant recipientsSequential Organ Failure AssessmentPredictive valueInflammatory response syndromeOrgan Failure AssessmentAllogeneic HCT recipientsPopulation-specific criteriaImmunocompromised patientsCell transplantationImmunocompromised populationsTransplant recipientsResponse syndromeHCT recipientsClinical criteriaFailure AssessmentEarly Warning ScoreSepsis definitionEnd pointsAssessing the Relationship between Glasgow Coma Scale Scores and MS Documentation in Allogeneic Hematopoietic Cell Transplant Recipients with Suspected Infection
Maravilla-Rosas M, McFarland L, Taylor L, Olson S, Pergam S, Lind M. Assessing the Relationship between Glasgow Coma Scale Scores and MS Documentation in Allogeneic Hematopoietic Cell Transplant Recipients with Suspected Infection. Transplantation And Cellular Therapy 2020, 26: s84-s85. DOI: 10.1016/j.bbmt.2019.12.017.Peer-Reviewed Original ResearchSepsis screening toolAllogeneic hematopoietic cell transplant recipientsAllogeneic hematopoietic cell transplantationMental statusScreening toolSuspected infectionGCS scoreAccuracy of documentationSI onsetHealthcare staffRecord documentationClinical documentationHematopoietic cell transplant recipientsGlasgow Coma Scale scoreMeasure awarenessSequential Organ Failure AssessmentAssessment toolComa Scale scoreHematopoietic cell transplantationSearch termsMedical recordsOrgan Failure AssessmentChart reviewIndicator of sepsisScale score