Prediction of etiology and prognosis based on hematoma location of spontaneous intracerebral hemorrhage: a multicenter diagnostic study
Our results show that location features were more intrinsically robust, generalizable relative, strong interpretability to the complex modeling of radiomics, our approach demonstrated a novel interpretable, streamlined, comprehensive etiologic classification and prognostic prediction framework for sICH.
Authors
- Long Jiang Zhang (ORCID: https://orcid.org/0000-0002-6664-7224)
- Ping Gong (ORCID: https://orcid.org/0000-0002-6239-9366)
- Chuyan Li
- Xingzhi Chen (ORCID: https://orcid.org/0000-0003-3233-9503)
- Guangming Lu (ORCID: https://orcid.org/0000-0003-4913-2314)
- Yi Zhong (ORCID: https://orcid.org/0000-0001-6654-2206)
- Xiaoqing Cheng (ORCID: https://orcid.org/0000-0001-5321-1459)
- Zhiqiang Zhang (ORCID: https://orcid.org/0009-0008-4742-1079)
- Qirui Zhang (ORCID: https://orcid.org/0000-0002-3520-9336)
- Shijia Xie
- Zhen Zhou
- Jianrui Li (ORCID: https://orcid.org/0000-0003-4548-8102)
- Lijuan Zheng (ORCID: https://orcid.org/0000-0001-5329-8478)
- Jingjing Liang (ORCID: https://orcid.org/0000-0002-1890-3588)
- Weixiong Tan
- Changsheng Zhou (ORCID: https://orcid.org/0000-0002-4297-364X)
Institutions
- Wannan Medical College (CN)
- Anhui Medical University (CN)
- Nanjing General Hospital of Nanjing Military Command (CN)
- Zhongda Hospital Southeast University (CN)
- Center for High Pressure Science & Technology Advanced Research (CN)
- Lu'an First People's Hospital (CN)
- First Affiliated Hospital of Wannan Medical College (CN)
- Nanjing University (CN)
Publication Details
- Journal
- Neuroradiology
- Published
- 2025-06-03
- DOI
- https://doi.org/10.1007/s00234-025-03661-7
- Primary Topic
- Intracerebral and Subarachnoid Hemorrhage Research
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Natural Science Foundation of China
- National Key Research and Development Program of China