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Hematopoietic Stem Cell Transplantation

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Prediction of Allogeneic Hematopoietic Stem-Cell Transplantation Mortality 100 Days After Transplantation Using a Machine Learning Algorithm: A European Group for Blood and Marrow Transplantation Acute Leukemia Working Party Retrospective Data Mining Study.

Journal of clinical oncology : official journal of the American Society of Clinical Oncology 26240227
PURPOSE: Allogeneic hematopoietic stem-cell transplantation (HSCT) is potentially curative for acute leukemia (AL), but carries considerable risk. Machine learning algorithms, which are part of the data mining (DM) approach, may serve for transplanta...
Adult Algorithms Area Under Curve Data Mining Decision Support Techniques Decision Trees Disease Progression Disease-Free Survival Europe Female Hematopoietic Stem Cell Transplantation Humans Kaplan-Meier Estimate Leukemia, Myeloid, Acute Logistic Models Machine Learning Male Middle Aged Postoperative Complications Precursor Cell Lymphoblastic Leukemia-Lymphoma Predictive Value of Tests Registries Reproducibility of Results Retrospective Studies Risk Assessment Risk Factors ROC Curve Time Factors Transplantation, Homologous Treatment Outcome
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