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Updated: May 17, 2025

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使用双通道电脑学特征进行痴呆症分类.

Kuk-In Jang1, Yeong In Kim2, Hyo Jin Ju3

  • 1Corporate Research Institute, Panaxtos Corp, Seoul, Republic of Korea.

Scientific reports
|April 3, 2025
PubMed
概括

使用双通道脑电图 (EEG) 和Xgboost的新型痴呆症分类模型实现了97.05%的准确性. 这种可穿戴的EEG方法显示出早期痴呆症诊断的前景.

关键词:
分类 分类 分类 分类.痴呆症是一种痴呆症.机器学习是机器学习.两通道的EEG电流.在Xgboost中使用.

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Dementia01:30

Dementia

Dementia is a collective term for cognitive disorders primarily affecting memory, thinking, and reasoning. It is not a specific disease but a syndrome, with Alzheimer's disease being the most common cause, accounting for approximately 60-80% of cases. Other types include vascular dementia, Lewy body dementia, and frontotemporal dementia. Dementia affects millions worldwide, particularly older adults, though it is not a normal part of aging.
The progression of dementia is generally gradual....
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