CT-based radiomics-clinical model for risk assessment of parenteral nutrition-associated hepatic steatosis in chronic intestinal failure and its metabolomic interpretation
We developed a novel predictive model that integrates CT radiomics features with clinical characteristics to effectively predict the risk of PNAHS in patients with CIF and reflects underlying metabolic disturbance.
Authors
- Gulisudumu Maitiabula (ORCID: https://orcid.org/0000-0001-6315-091X)
- Xiang Gao (ORCID: https://orcid.org/0009-0009-6364-0391)
- Ruochen Li (ORCID: https://orcid.org/0009-0002-1131-5385)
- Guangming Sun
- Yufei Xia
- Sirui Liu
- Jiaqi Wang
- Xin Qi
- Minyi Zhu
- Li Zhang
- Xinying Wang
Institutions
- Nanjing General Hospital of Nanjing Military Command (CN)
- Southeast University (BD)
- Jinling Institute of Technology (CN)
- Technical University of Munich (DE)
- Nanjing University (CN)
Publication Details
- Journal
- Frontiers in Nutrition
- Published
- 2026-02-03
- DOI
- https://doi.org/10.3389/fnut.2026.1705520
- Primary Topic
- Clinical Nutrition and Gastroenterology
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China