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Original Research

Creating diagnostic scores using data-adaptive regression: An application to prediction of 30-day mortality among stroke victims in a rural hospital in India

, , , , , , & show all
Pages 475-484 | Published online: 28 Dec 2022

References

  • AdamsHPJDavisPHLeiraECBaseline NIH Stroke Scale score strongly predicts outcome after stroke: a report of the Trial of Org 10172 in Acute Stroke Treatment (TOAST)Neurology1999531263110408548
  • AllenCMCPredicting the outcome of acute stoke: a prognostic scoreJ Neurology Neurosurgery19844747580
  • BadamPSolaoVPaiMPoor accuracy of the Siriraj and Guy’s hospital stroke scores in distinguishing haemorrhagic from ischaemic stroke in a rural, tertiary care hospitalNatl Med J India20031681212715949
  • BairdAEDambrosiaJJanketSA three-item scale for the early prediction of stroke recoveryLancet20013572095911445104
  • BarerDHContinence after stroke: useful predictor or goal of therapy?Age Ageing198918183912782216
  • BhatiaRSGargRKGaurSPPredictive value of routine hematological and biochemical parameters on 30-day fatality in acute strokeNeurol India200452220315269476
  • BrittainKRPeetSMCastledenCMStroke and incontinenceStroke19982952489472900
  • CastilloJDavalosAMarrugatJTiming for fever-related brain damage in acute ischemic strokeStroke1998292455609836750
  • CounsellCDennisMMcDowallMPredicting outcome after acute and subacute stroke: Development and validation of new prognostic modelsStroke2002331041711935058
  • DelongERDelongDMClarke-PearsonDLComparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approachBiometrics198844837453203132
  • DorseyGGasasiraAFMachekanoRThe impact of age, temperature, and parasite density on treatment outcomes from antimalarial clinical trials in Kampala, UgandaAm J Trop Med Hyg200471531615569778
  • EngstadTViitanenMArnesenEPredictors of death among long-term stroke survivorsStroke20033428768014615622
  • FriedmanJHMultivariate adaptive regression splinesAnn Stat199119167
  • HajatCHajatSSharmaPEffects of poststroke pyrexia on stroke outcome: a meta-analysis of studies in patientsStroke2000314101410657414
  • HenonHGodefroyOLeysDEarly predictors of death and disability after acute cerebral ischemic eventStroke19952639287886712
  • KammersgaardLPJorgensenHSRungbyJAAdmission body temperature predicts long-term mortality after acute stroke: The Copenhagen Stroke StudyStroke20023317596212105348
  • KhanZHertanuJYangWCPredictive correlation of urodynamic dysfunction and brain injury after cerebrovascular accidentJ Urol19811268687253085
  • KooperbergCBoseSStoneCJPolychotomous regressionJ Am Stat Assoc19979211727
  • van der LaanMLDudoitSUnified cross-validation methodology for selection among estimators and a general cross-validated adaptive epsilon-net estimator: Finite sample oracle inequalities and examples. UC Berkeley Division of Biostatistics Working Paper Series. Working Paper 130 [online]2003 Accessed on 24 April, 2005. URL: http://www.bepress.com/ucbbiostat/paper130
  • OxburyJMGreenhallRCDGraingerKMRPredicting the outcome after stroke: acute stage after cerebral infarctionBMJ197531251271139257
  • ReithJJorgensenHSPedersenPMBody temperature in acute stroke: relation to stroke severity, infarct size, mortality, and outcomeLancet199634742258618482
  • SinisiSEvan der LaanMLoss-based cross-validated deletion/substitution/addition algorithms in estimation. 1968 to 1994. UC Berkeley Division of Biostatistics Working Paper Series. Working Paper 143 [online]2004 Accessed on 24 April, 2005. URL: http://www.bepress.com/ucbbiostat/paper143
  • SzczudiikASlowikATurajWEarly predictors of 30-day mortality in supratentorial ischemic stroke patients—first episodeMed Sci Monit20006758011208287
  • TeasdaleGJennettBAssessment of coma and impaired consciousness. A practical scaleLancet197428144136544
  • WadeDTHewerRLOutlook after an acute stroke: urinary incontinence and loss of consciousness compared in 532 patientsQ J Med19855660184059507
  • WalkerRWRolfeMKellyPJMortality and recovery after stroke in the GambiaStroke2003341604912817107
  • WangYLimLLHellerRFA prediction model of 1-year mortality for acute ischemic stroke patientsArch Phys Med Rehabil20038410061112881825
  • WangYLimLLLeviCA prognostic index for 30-day mortality after strokeJ Clin Epidemiol2001547667311470384
  • WeenJEAlexanderMPD’EspositoMIncontinence after stroke in a rehabilitation setting: outcome associations and predictive factorsNeurology199647659638797460
  • WeirCJBradfordAPLeesKRThe prognostic value of the components of the Glasgow Coma Scale following acute strokeQJM200396677412509651
  • WeirCJMurrayGDDykerAGIs hyperglycaemia an independent predictor of poor outcome after acute stroke? Results of a long-term follow up studyBMJ1997314130369158464
  • [WHO] World Health OrganisationReport of the WHO Task Force on Stroke and other Cerebrovascular Disorders. Recommendations on stroke prevention, diagnosis, and therapyStroke1989201407102799873
  • [WHO] World Health OrganisationWorld health report 2004: Changing history [online]2004GenevaWHO Accessed on April 24, 2007. URL: http://www.who.int/whr/2004/en/