Clinical, radiological, and radiomics feature-based explainable machine learning models for prediction of neurological deterioration and 90-day outcomes in mild intracerebral hemorrhage

Authors

Qiheng Wu (ORCID: https://orcid.org/0000-0001-6448-7688)
Genggeng Qin (ORCID: https://orcid.org/0000-0002-7563-3924)
Jingjing Yang (ORCID: https://orcid.org/0000-0003-4023-2933)
Genghong Xia (ORCID: https://orcid.org/0000-0001-7277-8610)
Shuqiong Zheng (ORCID: https://orcid.org/0000-0003-2974-441X)
Yan Guo (ORCID: https://orcid.org/0000-0002-0267-7328)
Weixiong Zeng (ORCID: https://orcid.org/0000-0002-8569-3744)
Limei Deng
Jiaying Chen (ORCID: https://orcid.org/0000-0002-9546-649X)
Jia Yin (ORCID: https://orcid.org/0000-0002-7858-4259)
Zilong He (ORCID: https://orcid.org/0000-0001-7963-082X)
Weiguo Chen (ORCID: https://orcid.org/0000-0003-1552-0511)
Y. Lv
Linling Shen (ORCID: https://orcid.org/0000-0002-8305-9213)
Jiahui Xie (ORCID: https://orcid.org/0009-0008-9434-9153)

Institutions

Nanfang Hospital (CN)
Southern Medical University (CN)

Publication Details

Journal: BMC Medical Imaging
Published: 2025-05-26
DOI: https://doi.org/10.1186/s12880-025-01717-x
Citations: 2
Primary Topic: Intracerebral and Subarachnoid Hemorrhage Research
Type: article
Field-Weighted Citation Impact: 2.78

Funders

National Natural Science Foundation of China
Natural Science Foundation of Guangdong Province
Southern Medical University
Nanfang Hospital

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article

Clinical, radiological, and radiomics feature-based explainable machine learning models for prediction of neurological deterioration and 90-day outcomes in mild intracerebral hemorrhage

Qiheng Wu, Genggeng Qin, Jingjing Yang, Genghong Xia et al.

May 26, 2025

2 citations

BMC Medical Imaging

Intracerebral and Subarachnoid Hemorrhage Research

2.78

article

Clinical, radiological, and radiomics feature-based explainable machine learning models for prediction of neurological deterioration and 90-day outcomes in mild intracerebral hemorrhage

Qiheng Wu, Genggeng Qin, Jingjing Yang, Genghong Xia, Shuqiong Zheng, Yan Guo, Weixiong Zeng, Limei Deng, Jiaying Chen, Jia Yin, Zilong He, Weiguo Chen, Y. Lv, Linling Shen, Jiahui Xie

May 26, 2025article en

2 citations

Abstract

No abstract available for this paper.

BMC Medical ImagingVol. 25(1)

Nanfang Hospital (CN), Southern Medical University (CN)

National Natural Science Foundation of China, Natural Science Foundation of Guangdong Province, Southern Medical University, Nanfang Hospital

Openalex Percentile: Top 10%

Intracerebral and Subarachnoid Hemorrhage Research

2.78

DOI Open Access PDF OpenAlex

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