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

被引：0

作者：

Weixiong Zeng ^{[1
]}

Jiaying Chen ^{[2
]}

Linling Shen ^{[1
]}

Genghong Xia ^{[3
]}

Jiahui Xie ^{[1
]}

Shuqiong Zheng ^{[1
]}

Zilong He ^{[1
]}

Limei Deng ^{[4
]}

Yaya Guo ^{[2
]}

Jingjing Yang ^{[2
]}

Yijun Lv ^{[2
]}

Genggeng Qin ^{[2
]}

Weiguo Chen ^{[2
]}

Jia Yin ^{[2
]}

Qiheng Wu ^{[2
]}

机构：

[1] Southern Medical University,Department of Neurology, Nanfang Hospital

[2] Nanfang Hospital,Department of Radiology

[3] Southern Medical University,Comprehensive Medical Treatment Ward, Nanfang Hospital

[4] Southern Medical University,Department of Psychiatry, Sleep Medicine Center, Nanfang Hospital

[5] Southern Medical University,undefined

来源：

关键词：

Intracerebral hemorrhage; Neurological deterioration; Modified rankin scale; Machine learning; Radiomics; Computed tomography;

D O I：

10.1186/s12880-025-01717-x

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学科分类号：

摘要：

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