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Estimating Propensity Scores for the Receipt of Allogeneic Hematopoietic Cell Transplantation (AlloHCT) in Outcomes Research Using Claims Data: A Machine.

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Presentation on theme: "Estimating Propensity Scores for the Receipt of Allogeneic Hematopoietic Cell Transplantation (AlloHCT) in Outcomes Research Using Claims Data: A Machine."— Presentation transcript:

1 Estimating Propensity Scores for the Receipt of Allogeneic Hematopoietic Cell Transplantation (AlloHCT) in Outcomes Research Using Claims Data: A Machine Learning Approach  David Vanness, Jaime M. Preussler, Linda J. Burns, Ellen M. Denzen, Susan N. Leppke, Navneet S. Majhail, Tatenda Mupfudze, Wael Saber, Alicia Silver, Patricia Steinert, Lih-Wen Mau  Biology of Blood and Marrow Transplantation  Volume 24, Issue 3, Pages S304-S305 (March 2018) DOI: /j.bbmt Copyright © Terms and Conditions

2 Figure 1 Density of prediction residuals
Biology of Blood and Marrow Transplantation  , S304-S305DOI: ( /j.bbmt ) Copyright © Terms and Conditions

3 Figure 2 Standardized differences in predictors (AlloHCT - Chemotherapy Only) Biology of Blood and Marrow Transplantation  , S304-S305DOI: ( /j.bbmt ) Copyright © Terms and Conditions

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