Prediction and SHAP Analysis Integrating Morphological and Hemodynamic Parameters for Unruptured Intracranial Aneurysm Occlusion After Flow Diverter Treatment
This study developed a robust predictive model for UIA occlusion following FD treatment by integrating morphological and hemodynamic parameters, which may provide potentially valuable decision-making support for optimizing treatment strategies.
Authors
- Shuhui Dai (ORCID: https://orcid.org/0000-0003-0779-2752)
- Hongchen Zhang (ORCID: https://orcid.org/0009-0002-0924-8945)
- Deyu Sun (ORCID: https://orcid.org/0000-0002-8783-6470)
- Hua Lu (ORCID: https://orcid.org/0000-0003-1199-6678)
- Hongxing Wu
- Liang Li (ORCID: https://orcid.org/0000-0001-9994-4690)
- Xia Li (ORCID: https://orcid.org/0000-0003-2679-9917)
- Jun Wang (ORCID: https://orcid.org/0000-0002-8254-7610)
- Chuanhao Lu
- Zhen Hu
- Bin Lv
Institutions
- University of Minnesota (US)
- University of California, Los Angeles (US)
- People's Hospital of Xinjiang Uygur Autonomous Region (CN)
- Jiangsu Province Hospital (CN)
- Xijing Hospital (CN)
- Chinese People's Liberation Army (CN)
- Nanjing Medical University (CN)
- Air Force Medical University (CN)
Publication Details
- Journal
- CNS Neuroscience & Therapeutics
- Published
- 2025-04-01
- DOI
- https://doi.org/10.1111/cns.70386
- Citations
- 1
- Primary Topic
- Intracranial Aneurysms: Treatment and Complications
- Type
- article
- Field-Weighted Citation Impact
- 1.39
Funders
- Research Fund for Young Star of Science and Technology in Shaanxi Province
- National Natural Science Foundation of China
- Shaanxi Creative Talents Promotion Plan-Technological Innovation Team