Habitat imaging radiomics of chest CT identifies noninfectious acute exacerbations in chronic obstructive pulmonary disease
In conclusion, this study segmented whole-lung CT scans of noninfectious AECOPD patients into habitat subregions, developing a radiomics model that demonstrated strong diagnostic efficacy. This approach provides an objective imaging biomarker and a potential tool for quantifying COPD heterogeneity.
Authors
- Bo Li (ORCID: https://orcid.org/0000-0002-9125-3024)
- Yafang Zheng
- Yimeng Zhang (ORCID: https://orcid.org/0000-0002-7104-8621)
- Daqiang Sun (ORCID: https://orcid.org/0009-0001-6315-0001)
- Zhenxing Feng
- Li Zhou
- Jiwei Sun
- Hong Zhang
- Yi Li
- Baozhen Ge
- Shuo Liang
- Minghui Hua
Institutions
- Tianjin University (CN)
- Tianjin Chest Hospital (CN)
Publication Details
- Journal
- Frontiers in Medicine
- Published
- 2026-01-05
- DOI
- https://doi.org/10.3389/fmed.2025.1719017
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00