Discrimination of superficial lymph nodes using ultrasonography and tissue metabolomics coupled with machine learning

Discrimination of superficial lymph nodes using ultrasonography and tissue metabolomics coupled with machine learning

IntroductionDiagnosing the types of malignant lymphoma could help determine the most suitable treatment, anticipate the probability of recurrence and guide long-term monitoring and follow-up care.MethodsWe evaluated the differences in benign, lymphoma and metastasis superficial lymph nodes using ult...

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Bibliographic Details
Main Authors: Lu Li, Xinyue Wang, Hongyan Deng, Wenjuan Lu, Yasu Zhou, Xinhua Ye, Yong Li, Jie Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Oncology
Subjects:
lymph nodes
lymphoma
metastasis
ultrasonography
metabolomics
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2025.1510018/full
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https://www.frontiersin.org/articles/10.3389/fonc.2025.1510018/full

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