British Journal of Haematology · 1995 · 16 citations · 5 references
MedicineGeriatric MedicineOncologyChemotherapyMedical OncologySurvival AnalysisChemotherapy In Hematologic MalignanciesGeriatric OncologyPrognostic AssessmentSurvival ModelingAcute Leukemia ChemotherapyCancer Prognostic ModelingGeriatric Prognostic ModelsPrediction Model DevelopmentPrediction Model Validation
Intensive chemotherapy is the treatment of choice for selected elderly patients with acute myeloid leukaemia (AML). We recently developed a model to predict survival, thereby providing objective information upon which to select appropriate therapy for such patients. Such models, however, must be validated on a cohort of patients not used during the development of the model. We have tested the model using a series of 61 elderly patients consecutively treated with intensive chemotherapy. Using several statistical techniques, we have shown that the model is of value in predicting prognosis, though two patients did markedly better than the model prediction. This model may be useful for predicting survival in elderly patients with AML and warrants more extensive validation.
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Martingale-based residuals for survival models
Terry M. Therneau, Patricia M. Grambsch, T. R. FLEMING · Biometrika · 1990 · 1.1K citations
Measures of explained variation for survival data
Edward L. Korn, Richard Simon · Statistics in Medicine · 1990 · 194 citations