A comparative analysis of deep learning-based quantitative hemorrhagic CT parameters versus traditional semiquantitative CT scores for predicting delayed cerebral ischemia in aneurysmal subarachnoid hemorrhage: a multicenter cohort study
DL-based quantitative hemorrhagic CT parameters, particularly SAH volume-related parameters, provide significantly better predictive accuracy and clinical benefit for DCI in aSAH patients compared to traditional semi-quantitative CT scores, and may offer a more objective and precise method for future risk stratification.
Authors
- Tze Kin Lau (ORCID: https://orcid.org/0000-0002-0242-1410)
- Li Tu (ORCID: https://orcid.org/0000-0003-2645-1806)
- Runting Li (ORCID: https://orcid.org/0000-0002-3096-7197)
- Jun Yang (ORCID: https://orcid.org/0000-0002-7460-2800)
- Heze Han (ORCID: https://orcid.org/0000-0001-9155-038X)
- Fa Lin (ORCID: https://orcid.org/0000-0001-8705-2652)
- Yunfan Zhou
- Ling Liu (ORCID: https://orcid.org/0009-0001-5025-2076)
- Yu Chen (ORCID: https://orcid.org/0000-0001-7612-3240)
- Xiaolin Chen (ORCID: https://orcid.org/0000-0002-3450-6427)
- Ke Wang (ORCID: https://orcid.org/0000-0002-2474-8019)
- Yitong Jia (ORCID: https://orcid.org/0000-0003-0078-5410)
- Yanan Liu (ORCID: https://orcid.org/0000-0002-3290-9206)
- Jian Huang (ORCID: https://orcid.org/0000-0002-7084-8926)
- Weiwei Wang (ORCID: https://orcid.org/0000-0002-3847-9956)
- Tengfei Yu (ORCID: https://orcid.org/0000-0002-0470-3710)
- Zhenshan Song
Institutions
- Fujian Medical University (CN)
- Georgia Institute of Technology (US)
- University of Electronic Science and Technology of China (CN)
- Capital Medical University (CN)
- Beijing Tian Tan Hospital (CN)
- National Clinical Research Center for Digestive Diseases (CN)
- Linyi People's Hospital (CN)
- Zhangzhou Municipal Hospital of Fujian Province (CN)
Publication Details
- Journal
- International Journal of Surgery
- Published
- 2025-11-13
- DOI
- https://doi.org/10.1097/js9.0000000000004024
- Primary Topic
- Intracranial Aneurysms: Treatment and Complications
- Type
- article
- Field-Weighted Citation Impact
- 0.00