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Updated: Jul 9, 2025

Simultaneous Video-EEG-ECG Monitoring to Identify Neurocardiac Dysfunction in Mouse Models of Epilepsy
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可解释的机器学习模型用于预测患有的重症监护病房患者的90天死亡

Yingfang She1, Liemin Zhou1, Yide Li2

  • 1Neurology Center, The Seventh Affiliated Hospital of Sun yat-sen University, Shenzhen, China.

Seizure
|November 30, 2023
PubMed
概括

这项研究开发了一种机器学习模型,用于预测重症监护室 (ICU) 患者的死亡风险. 该模型准确地识别高风险个体,帮助临床医生制定个性化治疗策略,以改善结果.

关键词:
是一种病.重症监护病房的重症监护病房是重症监护病房.机器学习模型机器学习模型死亡风险 死亡风险这就是MIMIC IV.在 eICU-CRD 数据库中.

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Epilepsy is a chronic neurological disease marked by recurrent, unpredictable seizures. These seizures are caused by abnormal electrical discharges in the brain, leading to behavior, sensation, or consciousness alterations. They can also cause transient impairment of awareness, interfering with daily activities.
Various factors can trigger epilepsy, including genetic factors, brain damage, metabolic causes, and unknown etiology. Diagnosis of epilepsy involves electroencephalography (EEG), which...
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