Article

An Ensemble Model for Acute Myeloid Leukemia Risk Stratification Recommendations by Combining Machine Learning with Clinical Guidelines

2024-01-09

Abstract excerpt

Acute Myeloid Leukemia (AML) is a complex disease requiring accurate risk stratification for effective treatment planning. This study introduces an innovative ensemble machine learning model integrated with the European LeukemiaNet (ELN) 2022 recommendations to enhance AML risk stratification. The model demonstrated superior performance by utilizing a comprehensive dataset of 1,213 patients from National Taiwan Un...

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Literature Corpus work: 5e4e4e4b-6bcc-5182-aa06-e6d954c0d282
DOI: 10.1101/2024.01.08.24301018

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