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基于深度学习模型的脑出血的自动分类和预后预测

Ying Mao1, Xiaoyu Wang2

  • 1Department of Critical Care Medicine, Affiliated Brain Hospital of Nanjing Medical University, Nanjing, Jiangsu, China.

Frontiers in neurology
|March 2, 2026
PubMed
概括

深度学习模型HemorrhageNet使用多式联络数据准确地分类和预测脑出血的预后. 它的自适应策略提高了可靠性和可解释性,以更好地管理患者.

关键词:
血流网 血流网 是一个流血网.适应性战略是一种适应性战略.大脑出血 脑出血深度学习是一种深度学习.多式联运集成多式联运集成预后 预测 预测 预测

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Hemorrhagic Stroke l: Introduction01:17

Hemorrhagic Stroke l: Introduction

A hemorrhagic stroke is an acute neurological event that occurs when a weakened cerebral blood vessel ruptures, allowing blood to accumulate within or around the brain. The sudden release of blood forms a focal hematoma that increases intracranial pressure, displaces neural tissue, and can obstruct cerebrospinal fluid pathways. These effects may be compounded by intraventricular extension of the hemorrhage, cerebral edema, or compression of adjacent structures, all of which contribute to...