A clinically applicable CKD diagnostic model derived from sound touch viscosity ultrasound and LASSO regression
This study establishes a novel "function-structure" integrated diagnostic paradigm for CKD, combining the accuracy of ultrasound parameters with unique structural insights. The model's noninvasive nature and stability under physiological variability make it particularly valuable for early detection and longitudinal monitoring.
Authors
- Xinyu Fu
- Weidong Zhu (ORCID: https://orcid.org/0000-0001-6635-618X)
- Xin Wang (ORCID: https://orcid.org/0000-0001-8246-0606)
- Xingyu Wang (ORCID: https://orcid.org/0000-0001-8869-6150)
- Jian Chen (ORCID: https://orcid.org/0000-0003-1382-5266)
- Bin Xia (ORCID: https://orcid.org/0009-0009-3791-9348)
- Junkuan Chen
Institutions
- Zhejiang International Studies University (CN)
Publication Details
- Journal
- Frontiers in Bioengineering and Biotechnology
- Published
- 2025-09-22
- DOI
- https://doi.org/10.3389/fbioe.2025.1651500
- Citations
- 1
- Primary Topic
- Cardiovascular Health and Disease Prevention
- Type
- article
- Field-Weighted Citation Impact
- 1.39
Funders
- Zhejiang University
- Natural Science Foundation of Zhejiang Province