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Application of regularized regression to identify novel predictors of mortality in a cohort of hemodialysis patients.

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第一作者： Stanislas,Werfel

第一单位： Department of Nephrology, Klinikum rechts der Isar, Technical University Munich, Ismaninger Str. 22, 81675, Munich, Germany.

作者： Stanislas,Werfel ^[1] ; Georg,Lorenz ^[1] ; Bernhard,Haller ^[2] ; Roman,Günthner ^[1] ; Julia,Matschkal ^[1] ; Matthias C,Braunisch ^[1] ; Carolin,Schaller ^[1] ; Peter,Gundel ^[1] ; Stephan,Kemmner ^[3] ; Salim S,Hayek ^[4] ; Christian,Nusshag ^[5] ; Jochen,Reiser ^[6] ; Philipp,Moog ^[1] ; Uwe,Heemann ^[1] ; Christoph,Schmaderer ^[7]

作者单位： Department of Nephrology, Klinikum rechts der Isar, Technical University Munich, Ismaninger Str. 22, 81675, Munich, Germany. ^[1] Institute of Medical Informatics, Statistics and Epidemiology, Technical University Munich, Munich, Germany. ^[2] Department of Nephrology, Klinikum rechts der Isar, Technical University Munich, Ismaninger Str. 22, 81675, Munich, Germany.;Transplant Center, University Hospital Munich, Ludwig-Maximilians-University (LMU), Munich, Germany. ^[3] Division of Cardiology, Department of Medicine, University of Michigan, Ann Arbor, MI, USA. ^[4] Department of Medicine, Rush University Medical Center, Chicago, IL, USA.;Departement of Nephrology, University Hospital Heidelberg, Heidelberg, Germany. ^[5] Department of Medicine, Rush University Medical Center, Chicago, IL, USA. ^[6] Department of Nephrology, Klinikum rechts der Isar, Technical University Munich, Ismaninger Str. 22, 81675, Munich, Germany. Christoph.schmaderer@mri.tum.de. ^[7]