Defining the Limits of Pre-Transplant Risk Prediction in AML: Evidence From Machine Learning and Regression Models
Year: 2025
Type: article
Language: en
Topic: Acute Myeloid Leukemia Research
Authors and affiliations:
raw_author_name: Ashish Narayan Masurekar
raw_affiliation_strings: Transplant & Cellular Therapy, The Ottawa Hospital, Ottawa, Ontario, Canada; The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada; Faculty of Medicine, University of Ottawa, Ottawa, Ontario, Canada. Electronic address: amasurekar@toh.ca
raw_author_name: Kelly M. Burkett
raw_affiliation_strings: Department of Mathematics and Statistics, University of Ottawa, Ontario, Canada
raw_author_name: Arya Rahgozar
raw_affiliation_strings: The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada; School of Engineering Design Teaching and Innovation, University of Ottawa, Ottawa, Ontario, Canada
raw_author_name: Roland B. Walter
raw_affiliation_strings: Fred Hutchinson Cancer Center, Seattle, Washington, USA
raw_author_name: Megan Othus
raw_affiliation_strings: Fred Hutchinson Cancer Center, Seattle, Washington, USA
raw_author_name: Kalina Abrol
raw_affiliation_strings: Transplant & Cellular Therapy, The Ottawa Hospital, Ottawa, Ontario, Canada
raw_author_name: Pouria Mortezaagha
raw_affiliation_strings: The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada; School of Engineering Design Teaching and Innovation, University of Ottawa, Ottawa, Ontario, Canada
raw_author_name: Santhosh Thyagu
raw_affiliation_strings: Transplant & Cellular Therapy, The Ottawa Hospital, Ottawa, Ontario, Canada
raw_author_name: Ram Vasudevan Nampoothiri
raw_affiliation_strings: Transplant & Cellular Therapy, The Ottawa Hospital, Ottawa, Ontario, Canada
raw_author_name: Michael Kennah
raw_affiliation_strings: Transplant & Cellular Therapy, The Ottawa Hospital, Ottawa, Ontario, Canada
raw_author_name: Natasha Kekre
raw_affiliation_strings: Transplant & Cellular Therapy, The Ottawa Hospital, Ottawa, Ontario, Canada
raw_author_name: Philippe Giguere
raw_affiliation_strings: Transplant & Cellular Therapy, The Ottawa Hospital, Ottawa, Ontario, Canada
raw_author_name: Yaqeen Abduallah
raw_affiliation_strings: Transplant & Cellular Therapy, The Ottawa Hospital, Ottawa, Ontario, Canada
raw_author_name: Harold Atkins
raw_affiliation_strings: Transplant & Cellular Therapy, The Ottawa Hospital, Ottawa, Ontario, Canada
raw_author_name: Carolina Cieniak
raw_affiliation_strings: Transplant & Cellular Therapy, The Ottawa Hospital, Ottawa, Ontario, Canada
raw_author_name: Philip Berardi
raw_affiliation_strings: Transplant & Cellular Therapy, The Ottawa Hospital, Ottawa, Ontario, Canada
raw_author_name: Tim Ramsay
raw_affiliation_strings: The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
raw_author_name: Ranjeeta Mallick
raw_affiliation_strings: The Ottawa Hospital Research Institute, Ottawa, Ontario, Canada
raw_author_name: Marc Carrier
raw_affiliation_strings: Transplant & Cellular Therapy, The Ottawa Hospital, Ottawa, Ontario, Canada
raw_author_name: Christopher Bredeson
raw_affiliation_strings: Transplant & Cellular Therapy, The Ottawa Hospital, Ottawa, Ontario, Canada
raw_author_name: David Allan
raw_affiliation_strings: Transplant & Cellular Therapy, The Ottawa Hospital, Ottawa, Ontario, Canada