Machine learning-aided risk stratification in Philadelphia chromosome-positive acute lymphoblastic leukemia

• Main Authors: Satoshi Nishiwaki (Author), Isamu Sugiura (Author), Daisuke Koyama (Author), Yukiyasu Ozawa (Author), Masahide Osaki (Author), Yuichi Ishikawa (Author), Hitoshi Kiyoi (Author)
• Format: Book
• Published: BMC, 2021-02-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Abstract We used the eXtreme Gradient Boosting algorithm, an optimized gradient boosting machine learning library, and established a model to predict events in Philadelphia chromosome-positive acute lymphoblastic leukemia using a machine learning-aided method. A model was constructed using a trainin...