2022
Automated EEG-based prediction of delayed cerebral ischemia after subarachnoid hemorrhage
Zheng WL, Kim JA, Elmer J, Zafar SF, Ghanta M, Moura V, Patel A, Rosenthal E, Westover M. Automated EEG-based prediction of delayed cerebral ischemia after subarachnoid hemorrhage. Clinical Neurophysiology 2022, 143: 97-106. PMID: 36182752, PMCID: PMC9847346, DOI: 10.1016/j.clinph.2022.08.023.Peer-Reviewed Original ResearchConceptsMultiple EEG featuresEEG featuresInformative featuresPrediction algorithmSubarachnoid hemorrhageBetter performanceNon-DCI patientsMachineCerebral ischemiaDCI riskAlpha-delta ratioAneurysmal subarachnoid hemorrhageUtility of electroencephalographyReceiver operator curveFeaturesDCI predictionAlgorithmDCI onsetSAH patientsShannon entropyDay 5Whole brainAlpha variabilityPatientsPredictionLateral to Medial Joint Space Ratio is Predictive of Survivorship After Primary Hip Arthroscopy
Rosinsky PJ, Chen JW, Glein RM, Jimenez AE, Brayboy C, Domb BG. Lateral to Medial Joint Space Ratio is Predictive of Survivorship After Primary Hip Arthroscopy. Arthroscopy The Journal Of Arthroscopic And Related Surgery 2022, 39: 300-307. PMID: 35810975, DOI: 10.1016/j.arthro.2022.06.025.Peer-Reviewed Original ResearchConceptsPrimary hip arthroscopyJoint space ratioHip arthroscopyTotal hip arthroplastyReceiver operator curveJoint space measurementsFemoroacetabular impingementMultivariate logistic regression analysisStrong predictive factorLogistic regression analysisRegression analysisMultivariate regression analysisConsecutive patientsPrimary arthritisPrimary outcomePredictive factorsPreoperative radiographsHip arthroplastyArthroscopy casesAcceptable discriminationPatientsArthroscopyLateral acetabulumOperator curveHip resurfacingA machine learning approach for predicting complications in descending and thoracoabdominal aortic aneurysms
Ostberg NP, Zafar MA, Mukherjee SK, Ziganshin BA, Elefteriades JA. A machine learning approach for predicting complications in descending and thoracoabdominal aortic aneurysms. Journal Of Thoracic And Cardiovascular Surgery 2022, 166: 1011-1020.e3. PMID: 35120761, DOI: 10.1016/j.jtcvs.2021.12.045.Peer-Reviewed Original ResearchConceptsType B dissectionThoracoabdominal aortic aneurysmsB dissectionCause mortalityAortic aneurysmReceiver operator curveAortic diameterOperator curveInitial patient encounterOccurrence of dissectionSurgical intervention criteriaMean followPatient sexMyocardial infarctionPatient encountersRetrospective dataEnd pointPatientsAneurysmsDissectionMortalityRisk predictionComplicationsIntervention criteriaRupture
2021
Clinical decision rule for obtaining peripheral blood cultures in febrile oncology patients
Gorfinkel L, Hansen CE, Teng W, Shabanova V, Prozora S, Rodwin R, Qadri U, Manghi T, Emerson B, Riera A. Clinical decision rule for obtaining peripheral blood cultures in febrile oncology patients. Pediatric Blood & Cancer 2021, 69: e29519. PMID: 34939321, DOI: 10.1002/pbc.29519.Peer-Reviewed Original ResearchConceptsPediatric emergency departmentPeripheral blood culturesPediatric oncology patientsFebrile oncology patientsClinical decision ruleOncology patientsBlood culturesBloodstream infectionsPositive peripheral blood cultureDiagnostic prediction toolsInternal validationRetrospective chart reviewAcute myeloid leukemia diagnosisRecent systematic reviewClinical prediction modelReceiver operator curveVasopressor supportActive therapyChart reviewDerivation cohortIndependent predictorsEmergency departmentPatientsSystematic reviewOperator curveClinical prediction of extra-medical use of prescription pain relievers from a representative United States sample
Thompson CL, Alcover KC, Yip SW. Clinical prediction of extra-medical use of prescription pain relievers from a representative United States sample. Preventive Medicine 2021, 149: 106610. PMID: 33989674, DOI: 10.1016/j.ypmed.2021.106610.Peer-Reviewed Original ResearchConceptsExtra-medical usePrescription pain relieversRepresentative United States sampleHealth administrative dataAnnual cross-sectional surveyHistory of depressionCross-sectional surveyPast-year useReceiver operator curveLogistic regression modelsUnited States population sampleUS National SurveyPharmacy recordsOpioid dependencePrescription opioidsPrescription painPeak incidencePain relieversClinical utilityPsychiatric historyDrug useOperator curveClinical predictionMedical guidanceMedical services
2019
Quantitative Electroencephalogram Trends Predict Recovery in Hypoxic-Ischemic Encephalopathy.
Ghassemi MM, Amorim E, Alhanai T, Lee JW, Herman ST, Sivaraju A, Gaspard N, Hirsch LJ, Scirica BM, Biswal S, Moura Junior V, Cash SS, Brown EN, Mark RG, Westover MB. Quantitative Electroencephalogram Trends Predict Recovery in Hypoxic-Ischemic Encephalopathy. Critical Care Medicine 2019, 47: 1416-1423. PMID: 31241498, PMCID: PMC6746597, DOI: 10.1097/ccm.0000000000003840.Peer-Reviewed Original ResearchConceptsHypoxic-ischemic encephalopathyNeurologic outcomeElectroencephalogram featuresAcute hypoxic-ischemic encephalopathyAcademic medical centerBetter prognostic predictionReceiver operator curveNeurologic recoveryComatose patientsPrognostic implicationsCardiac arrestMedical CenterPrognostication performancePrognostic predictionOperator curveLogistic regressionSequential logistic regressionSpecificity thresholdEncephalopathyStatistical associationOutcomes
2018
Can Women Live with More Symptoms than Men?
Baumhauer J, Flemister A, Oh I, DiGiovanni B, Houck J. Can Women Live with More Symptoms than Men? Foot & Ankle Orthopaedics 2018, 3: 2473011418s00154. DOI: 10.1177/2473011418s00154.Peer-Reviewed Original ResearchReceiver operator curveSensitivity/specificityPASS statusPROMIS PFPROMIS scoresPROMIS scalesPROMIS domainsAcceptable symptom statePROMIS T-scoresImportant difference valuesAUC valuesPROMIS-PIClinical improvementSurgical patientsPain interferenceSymptom stateAnkle problemsSimilar painPhysical functionPhysical abilityCurrent treatmentMore symptomsPatientsLower AUCT-score
2014
A Better START for Low-acuity Victims: Data-driven Refinement of Mass Casualty Triage
Cross KP, Petry MJ, Cicero MX. A Better START for Low-acuity Victims: Data-driven Refinement of Mass Casualty Triage. Prehospital Emergency Care 2014, 19: 272-278. PMID: 25153986, DOI: 10.3109/10903127.2014.942481.Peer-Reviewed Original ResearchConceptsNational Trauma DatabaseTriage levelHospital dischargePatient mortality outcomesTrauma registry dataLow-acuity patientsReceiver operator curveElderly patientsSuch patientsTrauma databaseMortality outcomesSelect subgroupRegistry dataClose monitoringEvidence-based improvementsPatientsTrauma victimsMass casualty eventsData-driven refinementIdentified factorsEvidence basisTriageSimple TriagePrimary predictorCasualty eventsUse of a Cervicometer in Assessing Cervical Length and Risk of Preterm Birth
Baxter J, Adair C, Paidas M, Sheikh A, Hoffman M, Ross M. Use of a Cervicometer in Assessing Cervical Length and Risk of Preterm Birth. Obstetrics And Gynecology 2014, 123: 137s. DOI: 10.1097/01.aog.0000447110.61415.06.Peer-Reviewed Original ResearchWeeks of gestationNegative predictive valueHigh negative predictive valuePreterm birthTransvaginal ultrasonographyCervical lengthShort cervixShort cervical lengthCervical length measurementTransvaginal ultrasound scanCervical length assessmentPreterm birth riskReceiver operator curvePremature laborSingleton pregnanciesTransvaginal ultrasoundCervical anomaliesSecond trimesterUltrasound scanPractice guidelinesCentral readersBirth riskUltrasonographyPredictive valueGestationA Novel Community Health Worker Tool Outperforms WHO Clinical Staging for Assessment of Antiretroviral Therapy Eligibility in a Resource-Limited Setting
MacPherson P, Lalloo D, Thindwa D, Webb E, Squire S, Chipungu G, Desmond N, Makombe S, Taegtmeyer M, Choko A, Corbett E. A Novel Community Health Worker Tool Outperforms WHO Clinical Staging for Assessment of Antiretroviral Therapy Eligibility in a Resource-Limited Setting. JAIDS Journal Of Acquired Immune Deficiency Syndromes 2014, 65: e74-e78. PMID: 23846567, PMCID: PMC3966510, DOI: 10.1097/qai.0b013e3182a20e74.Peer-Reviewed Original ResearchConceptsCD4 countPredictive valueWorld Health Organization (WHO) stagingCubic millimeterAntiretroviral therapy (ART) eligibilityAntiretroviral therapy initiationHIV-positive participantsResource limited settingsNegative predictive valuePositive predictive valueReceiver operator curveTherapy initiationClinical stagingStagingAssessment toolCountCellsNursesBlantyre
2013
Head-to-Head Comparison of Disaster Triage Methods in Pediatric, Adult, and Geriatric Patients
Cross KP, Cicero MX. Head-to-Head Comparison of Disaster Triage Methods in Pediatric, Adult, and Geriatric Patients. Annals Of Emergency Medicine 2013, 61: 668-676.e7. PMID: 23465555, DOI: 10.1016/j.annemergmed.2012.12.023.Peer-Reviewed Original ResearchConceptsGlasgow Coma ScaleReceiver operator curveOperator curveTriage methodTrauma victimsNational Trauma Data BankGeriatric trauma victimsTrauma registry patientsTrauma Data BankLength of stayTriage accuracyRegistry patientsHospital dischargeSecondary outcomesComa ScaleTrauma patientsGeriatric patientsPatient mortalityEmergency departmentSubgroup analysisTriage levelLarge cohortTriage strategiesTriage assignmentMost subgroupsPredictive Value of Initial Glasgow Coma Scale Score in Pediatric Trauma Patients
Cicero MX, Cross KP. Predictive Value of Initial Glasgow Coma Scale Score in Pediatric Trauma Patients. Pediatric Emergency Care 2013, 29: 43-48. PMID: 23283262, DOI: 10.1097/pec.0b013e31827b52bf.Peer-Reviewed Original ResearchConceptsGlasgow Coma ScaleLength of stayOverall mortalityEmergency departmentReceiver operator curveMajor injuriesPredictive valueComa ScaleInitial Glasgow Coma Scale scoreFull Glasgow Coma ScaleHospital LOSED LOSGlasgow Coma Scale scoreExcellent prognostic accuracyPediatric trauma patientsTrauma data baseLonger hospital stayLower GCS scorePediatric trauma victimsHospital stayPatients 0GCS scorePatient ageTrauma patientsClinical outcomes
2012
Independent Application of the Sacco Disaster Triage Method to Pediatric Trauma Patients
Cross KP, Cicero MX. Independent Application of the Sacco Disaster Triage Method to Pediatric Trauma Patients. Prehospital And Disaster Medicine 2012, 27: 306-311. PMID: 22874578, DOI: 10.1017/s1049023x12000866.Peer-Reviewed Original Research
2009
Use of intraoperative breast cancer sentinel lymph node (SLN) assay to predict of ≥4 positive (+) lymph nodes (LN)
Chagpar A, Blumencranz P, Whitworth P, Deck K, Rosenberg A, Simmons R, Reintgen D, Beitsch P, Saha S, Julian T. Use of intraoperative breast cancer sentinel lymph node (SLN) assay to predict of ≥4 positive (+) lymph nodes (LN). Journal Of Clinical Oncology 2009, 27: 530-530. DOI: 10.1200/jco.2009.27.15_suppl.530.Peer-Reviewed Original ResearchSentinel lymph nodesLymph nodesFinal pathologyTumor sizeMedian cycle timeBreast cancer sentinel lymph nodesTotal lymph nodesMedian tumor sizePositive lymph nodesImmediate breast reconstructionHematoxylin-eosin stainingReceiver operator curveCohort of interestBLN AssayQuantitative RT-PCRSLN metastasisProspective studyBreast reconstructionReal-time RT-PCR analysisMedian numberClinical utilityRadiation therapyPatientsMultivariate analysisMammaglobin
2002
Quantitative angiographic methods for appropriate end-point analysis, edge-effect evaluation, and prediction of recurrent restenosis after coronary brachytherapy with gamma irradiation
Lansky AJ, Dangas G, Mehran R, Desai KJ, Stone G, Leon M, Mintz G, Waksman R, Wu H, Fahy M. Quantitative angiographic methods for appropriate end-point analysis, edge-effect evaluation, and prediction of recurrent restenosis after coronary brachytherapy with gamma irradiation. Journal Of The American College Of Cardiology 2002, 39: 274-280. PMID: 11788219, DOI: 10.1016/s0735-1097(01)01745-4.Peer-Reviewed Original ResearchConceptsTarget vessel revascularizationRecurrent restenosisDiameter stenosisReceiver operator curveStent restenosisIn-Stent Restenosis TrialIntracoronary radiation therapyPercent diameter stenosisQuantitative coronary angiographyQuantitative angiographic methodsAngiographic locationBlinded therapyRestenosis TrialVessel revascularizationClinical restenosisCoronary angiographyRestenosis rateRestenotic lesionsTreatment failureWashington RadiationBrachytherapy trialsInterventional treatmentVascular brachytherapyEnd-point analysisRadiation therapy
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