A tumor-infiltrating B lymphocytes -related index based on machine-learning predicts prognosis and immunotherapy response in lung adenocarcinoma

Our study developed a BRI model using ten different algorithms and 101 algorithm combinations. The BRI could be a valuable tool for risk stratification, prognosis, and selection of treatment approaches.

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Publication Details

Journal
Frontiers in Immunology
Published
2025-03-24
DOI
https://doi.org/10.3389/fimmu.2025.1524120
Primary Topic
Cancer Immunotherapy and Biomarkers
Type
article
Field-Weighted Citation Impact
0.00

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article

A tumor-infiltrating B lymphocytes -related index based on machine-learning predicts prognosis and immunotherapy response in lung adenocarcinoma

Xin Lv, Wei Wang, Yukun Wang, Siyuan Yu et al.
Frontiers in Immunology
Cancer Immunotherapy and Biomarkers
article

A tumor-infiltrating B lymphocytes -related index based on machine-learning predicts prognosis and immunotherapy response in lung adenocarcinoma

Xin Lv, Wei Wang, Yukun Wang, Siyuan Yu, Xiaomin Han, Fang Zhou, Jiaqi Jin, Jiang Fang, Cheng Liu
article en

Abstract

Our study developed a BRI model using ten different algorithms and 101 algorithm combinations. The BRI could be a valuable tool for risk stratification, prognosis, and selection of treatment approaches.

Frontiers in ImmunologyVol. 16
Southern University of Science and Technology (CN), Baotou Medical College (CN), Air Force Medical University (CN)
Southern University of Science and Technology
Good health and well-being
Openalex Percentile: Top 92%
Cancer Immunotherapy and Biomarkers
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