Comparing machine learning algorithms to predict 5-year survival in patients with chronic myeloid leukemia

Comparing machine learning algorithms to predict 5-year survival in patients with chronic myeloid leukemia

Abstract Introduction Chronic myeloid leukemia (CML) is a myeloproliferative disorder resulting from the translocation of chromosomes 19 and 22. CML includes 15–20% of all cases of leukemia. Although bone marrow transplant and, more recently, tyrosine kinase inhibitors (TKIs) as a first-line treatme...

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Bibliographic Details
Main Authors: Mostafa Shanbehzadeh, Mohammad Reza Afrash, Nader Mirani, Hadi Kazemi-Arpanahi
Format: Article
Language:English
Published: BMC 2022-09-01
Series:BMC Medical Informatics and Decision Making
Subjects:
Machine learning
Data mining
Support vector machine
Leukemia
Survival
Online Access:https://doi.org/10.1186/s12911-022-01980-w

Internet

https://doi.org/10.1186/s12911-022-01980-w

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