在重症监护病房使用神经网络预测结果
Gumpeny R Sridhar1, Venkat Yarabati2, Lakshmi Gumpeny3
1Department of Endocrinology and Diabetes, Endocrine and Diabetes Centre, Visakhapatnam 530002, India. grsridhar@hotmail.com.
World journal of clinical cases
|April 17, 2025
概括
神经网络 (NN) 可以通过分析复杂的数据进行更好的预测来改善重症监护室 (ICU) 患者管理. 提高这些机器学习模型的透明度是临床信任和采用的关键.
科学领域:
- 医疗信息学 医疗信息学
- 人工智能在医学中的应用
背景情况:
- 重症监护病房 (ICU) 产生大量的数据,需要快速的临床决策.
- 机器学习 (ML) 和神经网络 (NN) 为分析复杂的非线性医疗数据提供了先进的功能.
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