The value of relative CT attenuation in predicting invasiveness in patients with T1-stage lung adenocarcinoma

In T1-stage LUAD, both lobe-normalized relative CT attenuation and nodule-specific absolute CT attenuation provide reliable predictors of invasiveness. However, relative CT values did not outperform absolute CT values in this study. Thus, we advocate for continuing to use absolute CT attenuation values as the key imaging biomarker for predicting adenocarcinoma invasiveness, due to their simplicity and equivalent predictive validity.

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Publication Details

Journal
Quantitative Imaging in Medicine and Surgery
Published
2025-09-24
DOI
https://doi.org/10.21037/qims-2025-1261
Primary Topic
Radiomics and Machine Learning in Medical Imaging
Type
article
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article

The value of relative CT attenuation in predicting invasiveness in patients with T1-stage lung adenocarcinoma

Guotao Chang, Zhihua Liang, Zhengpan Wei, Huiyu Zheng et al.
Quantitative Imaging in Medicine and Surgery
Radiomics and Machine Learning in Medical Imaging
article

The value of relative CT attenuation in predicting invasiveness in patients with T1-stage lung adenocarcinoma

Guotao Chang, Zhihua Liang, Zhengpan Wei, Huiyu Zheng, Zhiming Li, Yousheng Mao, Wensong Shi, Huandong Huo, Yulun Yang, Yuzhui Hu, Yuchen Zhang, Yong Chen, Hui Wang, Hang Yi, Xiangnan Li, Qian He, Liang Zhao, Kun Wang
article en

Abstract

In T1-stage LUAD, both lobe-normalized relative CT attenuation and nodule-specific absolute CT attenuation provide reliable predictors of invasiveness. However, relative CT values did not outperform absolute CT values in this study. Thus, we advocate for continuing to use absolute CT attenuation values as the key imaging biomarker for predicting adenocarcinoma invasiveness, due to their simplicity and equivalent predictive validity.

Quantitative Imaging in Medicine and SurgeryVol. 15(10)
Chinese Academy of Medical Sciences & Peking Union Medical College (CN), Fifth Affiliated Hospital of Zhengzhou University (CN), Zhengzhou People's Hospital (CN), First Affiliated Hospital of Zhengzhou University (CN)
Openalex Percentile: Top 61%
Radiomics and Machine Learning in Medical Imaging
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The value of relative CT attenuation in predicting invasiveness in patients with T1-stage lung adenocarcinoma — Guotao Chang, Zhihua Liang, et al. · Quantitative Imaging in Medicine and Surgery (2025) | TGRS Research Map | TGRS