Evaluation of a Machine Learning-Based Prognostic Model for Unrelated Hematopoietic Cell Transplantation Donor Selection

Survival of patients undergoing hematopoietic cell transplantation (HCT) from unrelated donors for acute leukemia exhibits considerable variation, even after stringent genetic matching. In order to improve the donor selection process, we attempted to create an algorithm to quantify the likelihood of...

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Vydáno v:Biol Blood Marrow Transplant
Hlavní autoři: Buturovic, Ljubomir, Shelton, Jason, Spellman, Stephen R., Wang, Tao, Friedman, Lyssa, Loftus, David, Hesterberg, Lyndal, Woodring, Todd, Fleischhauer, Katharina, Hsu, Katharine C., Verneris, Michael R., Haagenson, Mike, Lee, Stephanie J.
Médium: Artigo
Jazyk:Inglês
Vydáno: 2018
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Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5993610/
https://ncbi.nlm.nih.gov/pubmed/29410341
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.bbmt.2018.01.038
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