Ultrasound-based radiomics and clinical factors-based nomogram for early intracranial hypertension detection in patients with decompressive craniotomy
The nomogram model, which integrates both clinical-semantic and radiomics features, demonstrated strong performance in predicting intracranial hypertension across different threshold values. It shows promise for enhancing non-invasive ICP monitoring and supporting individualized therapeutic strategies.
Authors
- Peng Lin (ORCID: https://orcid.org/0000-0003-1338-2514)
- Lei Guo (ORCID: https://orcid.org/0000-0003-2802-498X)
- Zunfeng Fu (ORCID: https://orcid.org/0000-0003-4872-8183)
- Yanhong Yu
- Jiajun Zhang (ORCID: https://orcid.org/0000-0001-5117-5124)
- Yan Liu (ORCID: https://orcid.org/0000-0003-4838-7702)
- Chao Qin (ORCID: https://orcid.org/0000-0003-1915-4272)
Institutions
- Affiliated Hospital of Taishan Medical University (CN)
- Shandong First Medical University (CN)
Publication Details
- Journal
- Frontiers in Medical Technology
- Published
- 2025-02-05
- DOI
- https://doi.org/10.3389/fmedt.2025.1485244
- Citations
- 3
- Primary Topic
- Traumatic Brain Injury and Neurovascular Disturbances
- Type
- article
- Field-Weighted Citation Impact
- 4.17