Multi-omics characterization and machine learning of lung adenocarcinoma molecular subtypes to guide precise chemotherapy and immunotherapy

Thorough examination of multi-omics data offers vital understanding and improves the molecular categorization of LUAD. Utilizing a powerful machine learning system, we highlight the immense potential of the riskscore in providing individualized risk evaluations and customized treatment suggestions for LUAD patients.

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Publication Details

Journal
Frontiers in Immunology
Published
2024-11-28
DOI
https://doi.org/10.3389/fimmu.2024.1497300
Citations
5
Primary Topic
Ferroptosis and cancer prognosis
Type
article
Field-Weighted Citation Impact
2.09
Controls
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article

Multi-omics characterization and machine learning of lung adenocarcinoma molecular subtypes to guide precise chemotherapy and immunotherapy

Yuzhi Wang, Haitao Qian, Yi Zhang
5 citations
Frontiers in Immunology
Ferroptosis and cancer prognosis
2.09
article

Multi-omics characterization and machine learning of lung adenocarcinoma molecular subtypes to guide precise chemotherapy and immunotherapy

Yuzhi Wang, Haitao Qian, Yi Zhang
article en
5 citations

Abstract

Thorough examination of multi-omics data offers vital understanding and improves the molecular categorization of LUAD. Utilizing a powerful machine learning system, we highlight the immense potential of the riskscore in providing individualized risk evaluations and customized treatment suggestions for LUAD patients.

Frontiers in ImmunologyVol. 15
Deyang Stomatological Hospital (CN), The First People’s Hospital of Lianyungang (CN), Guang’anmen Hospital (CN), Chongqing Medical University (CN)
Good health and well-being
Openalex Percentile: Top 12%
Ferroptosis and cancer prognosis
2.09
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Multi-omics characterization and machine learning of lung adenocarcinoma molecular subtypes to guide precise chemotherapy and immunotherapy — Yuzhi Wang, Haitao Qian, et al. · Frontiers in Immunology (2024) | TGRS Research Map | TGRS