Integrated multiomics analysis and machine learning refine neutrophil extracellular trap-related molecular subtypes and prognostic models for acute myeloid leukemia

The NET-related signature, derived from a combination of diverse machine learning algorithms, has promising potential as a valuable tool for prognostic prediction, preventive measures, and personalized medicine in patients with AML.

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Publication Details

Journal
Frontiers in Immunology
Published
2025-02-24
DOI
https://doi.org/10.3389/fimmu.2025.1558496
Citations
6
Primary Topic
Neutrophil, Myeloperoxidase and Oxidative Mechanisms
Type
article
Field-Weighted Citation Impact
4.78
Controls
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article

Integrated multiomics analysis and machine learning refine neutrophil extracellular trap-related molecular subtypes and prognostic models for acute myeloid leukemia

Xiaozhong Wang, Bo Huang, Fangyi Yao, Jing Liu et al.
6 citations
Frontiers in Immunology
Neutrophil, Myeloperoxidase and Oxidative Mechanisms
4.78
article

Integrated multiomics analysis and machine learning refine neutrophil extracellular trap-related molecular subtypes and prognostic models for acute myeloid leukemia

Xiaozhong Wang, Bo Huang, Fangyi Yao, Jing Liu, Fangmin Zhong, Zi-Hao Wang
article en
6 citations

Abstract

The NET-related signature, derived from a combination of diverse machine learning algorithms, has promising potential as a valuable tool for prognostic prediction, preventive measures, and personalized medicine in patients with AML.

Frontiers in ImmunologyVol. 16
Nanchang University (CN), First Affiliated Hospital of Jiangxi Medical College (CN)
Openalex Percentile: Top 5%
Neutrophil, Myeloperoxidase and Oxidative Mechanisms
4.78
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