Influence of feature aggregation and selection methods on fluorine-18 fluorodeoxyglucose PET radiomics for survival prediction in patients with lymphoma

The prognostic value of 18 F-FDG PET radiomics remained consistent across different feature aggregation and selection strategies. The establishment of standardized analysis workflows is essential to facilitate its clinical implementation in personalized treatment planning for patients with lymphoma.

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Publication Details

Journal
Nuclear Medicine Communications
Published
2026-01-22
DOI
https://doi.org/10.1097/mnm.0000000000002111
Citations
1
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
Field-Weighted Citation Impact
31.92
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article

Influence of feature aggregation and selection methods on fluorine-18 fluorodeoxyglucose PET radiomics for survival prediction in patients with lymphoma

Yi-Feng Wu, Shu-Hsin Liu, Yu-Hung Chen, Kun-Han Lue et al.
1 citations
Nuclear Medicine Communications
Radiomics and Machine Learning in Medical Imaging
31.92
article

Influence of feature aggregation and selection methods on fluorine-18 fluorodeoxyglucose PET radiomics for survival prediction in patients with lymphoma

Yi-Feng Wu, Shu-Hsin Liu, Yu-Hung Chen, Kun-Han Lue, Li Min Yong
article en
1 citations

Abstract

The prognostic value of 18 F-FDG PET radiomics remained consistent across different feature aggregation and selection strategies. The establishment of standardized analysis workflows is essential to facilitate its clinical implementation in personalized treatment planning for patients with lymphoma.

Nuclear Medicine CommunicationsVol. 47(4)
Tzu Chi University (TW), Tzu Chi Foundation (TW), Taipei Tzu Chi Hospital (TW), Hualien Tzu Chi Medical Center (TW), Buddhist Tzu Chi Medical Foundation (US), Indiana University School of Medicine
Openalex Percentile: Top 2%
Radiomics and Machine Learning in Medical Imaging
31.92
DOISourceOpenAlex
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Influence of feature aggregation and selection methods on fluorine-18 fluorodeoxyglucose PET radiomics for survival prediction in patients with lymphoma — Yi-Feng Wu, Shu-Hsin Liu, et al. · Nuclear Medicine Communications (2026) | TGRS Research Map | TGRS