Uncoupling toxicity from efficacy in donor selection for allogeneic hematopoietic cell transplantation: a retrospective cohort study using double machine learning.

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Bibliographic Details
Title: Uncoupling toxicity from efficacy in donor selection for allogeneic hematopoietic cell transplantation: a retrospective cohort study using double machine learning.
Authors: Mehta RS; Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Unit 0423, Houston, TX, 77030, USA. rmehta1@mdanderson.org., Aljawai YM; Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Unit 0423, Houston, TX, 77030, USA., Fingrut W; Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Unit 0423, Houston, TX, 77030, USA., Smallbone P; Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Unit 0423, Houston, TX, 77030, USA., Rondon G; Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Unit 0423, Houston, TX, 77030, USA., Olson A; Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Unit 0423, Houston, TX, 77030, USA., Oran B; Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Unit 0423, Houston, TX, 77030, USA., Kebriaei P; Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Unit 0423, Houston, TX, 77030, USA., Champlin RE; Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Unit 0423, Houston, TX, 77030, USA., Shpall EJ; Department of Stem Cell Transplantation and Cellular Therapy, The University of Texas MD Anderson Cancer Center, 1515 Holcombe Blvd, Unit 0423, Houston, TX, 77030, USA.
Source: Journal of hematology & oncology [J Hematol Oncol] 2026 Apr 20; Vol. 19 (1). Date of Electronic Publication: 2026 Apr 20.
Publication Type: Journal Article; Letter
Journal Info: Publisher: Biomed Central Country of Publication: England NLM ID: 101468937 Publication Model: Electronic Cited Medium: Internet ISSN: 1756-8722 (Electronic) Linking ISSN: 17568722 NLM ISO Abbreviation: J Hematol Oncol Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1756-8722
DOI:10.1186/s13045-026-01800-y