GRACE-ICU: A multimodal nomogram-based approach for illness severity assessment of older adults in the ICU

GRACE-ICU: A multimodal nomogram-based approach for illness severity assessment of older adults in the ICU

Abstract Clinical notes are crucial for patient assessment in the ICU but can be challenging to accurately and objectively analyze in time-constrained situations. We developed the GRACE-ICU model which integrates clinical notes and structured data to rapidly assess critical illness severity in older...

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Main Authors: Xiaoli Liu, Wesley Yeung, Ziyue Chen, Sicheng Hao, Zhicheng Yang, Xiaowei Sun, Chao Liu, Zhi Mao, Muyang Yan, Wei Yan, Desen Cao, Mengling Feng, Deyu Li, Zhengbo Zhang, Leo Anthony Celi
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:npj Digital Medicine
Online Access:https://doi.org/10.1038/s41746-025-01875-w
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