Identification of intrinsic imaging subtypes using clustering analysis based on dynamic contrast-enhanced magnetic resonance imaging radiomics features for gliomas: preliminary associations with gene expression profiles

The intrinsic imaging subtypes obtained from DCE-MRI radiomics features provide a new insight into glioma classification, potentially guiding the diagnosis.

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Publication Details

Journal
Quantitative Imaging in Medicine and Surgery
Published
2025-04-30
DOI
https://doi.org/10.21037/qims-24-1459
Citations
2
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
Field-Weighted Citation Impact
2.72
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article

Identification of intrinsic imaging subtypes using clustering analysis based on dynamic contrast-enhanced magnetic resonance imaging radiomics features for gliomas: preliminary associations with gene expression profiles

Sixuan Chen, Shaofeng Duan, Zhengyang Zhu, Huiquan Yang et al.
2 citations
Quantitative Imaging in Medicine and Surgery
Radiomics and Machine Learning in Medical Imaging
2.72
article

Identification of intrinsic imaging subtypes using clustering analysis based on dynamic contrast-enhanced magnetic resonance imaging radiomics features for gliomas: preliminary associations with gene expression profiles

Sixuan Chen, Shaofeng Duan, Zhengyang Zhu, Huiquan Yang, Meiping Ye, Chuanshuai Tian, Bing Zhang, Han Wang, Xin Zhang, Jianan Zhou
article en
2 citations

Abstract

The intrinsic imaging subtypes obtained from DCE-MRI radiomics features provide a new insight into glioma classification, potentially guiding the diagnosis.

Quantitative Imaging in Medicine and SurgeryVol. 15(5)
Nanjing Drum Tower Hospital (CN), Nanjing Medical University (CN), Nanjing University (CN)
Openalex Percentile: Top 11%
Radiomics and Machine Learning in Medical Imaging
2.72
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Identification of intrinsic imaging subtypes using clustering analysis based on dynamic contrast-enhanced magnetic resonance imaging radiomics features for gliomas: preliminary associations with gene expression profiles — Sixuan Chen, Shaofeng Duan, et al. · Quantitative Imaging in Medicine and Surgery (2025) | TGRS Research Map | TGRS