Xiaoli Liu

Beijing, 100853, China

Last Updated: 09/26/2026

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Found 34 publications

Development and validation of an explainable machine learning-based model for predicting mortality risk in polytrauma patients

Development and validation of an explainable machine learning-based model for predicting mortality risk in polytrauma patients

Journal: Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi
Published: August 27, 2026

Multicenter validation and updating of the ELDER-ICU model for severity assessment in elderly critical illness.

Multicenter validation and updating of the ELDER-ICU model for severity assessment in elderly critical illness.

Journal: NPJ digital medicine
Published: August 19, 2025

Braden score for early mortality risk assessment in critically ill intensive care patients with multiple organ dysfunction syndrome.

Braden score for early mortality risk assessment in critically ill intensive care patients with multiple organ dysfunction syndrome.

Journal: Scientific reports
Published: May 09, 2025

Global and regional burden of 34 key pathogens in the elderly population in 2021: A systematic analysis of the global burden of disease study 2021.

Global and regional burden of 34 key pathogens in the elderly population in 2021: A systematic analysis of the global burden of disease study 2021.

Journal: Ageing research reviews
Published: January 17, 2025

Normal fetal echocardiography ratios - a multicenter cross-sectional retrospective study.

Normal fetal echocardiography ratios - a multicenter cross-sectional retrospective study.

Journal: Journal of perinatal medicine
Published: December 09, 2024

JinhuaNSICU, an open accessible Neurosurgical Intensive Care Database.

JinhuaNSICU, an open accessible Neurosurgical Intensive Care Database.

Journal: Scientific data
Published: November 27, 2024

Preoperative digital 6-minute walk test reveals risk of postoperative pulmonary complications in patients undergoing heart valve surgery: a pilot feasibility study.

Preoperative digital 6-minute walk test reveals risk of postoperative pulmonary complications in patients undergoing heart valve surgery: a pilot feasibility study.

Journal: PeerJ
Published: October 23, 2024

Exploring the assessment of post-cardiac valve surgery pulmonary complication risks through the integration of wearable continuous physiological and clinical data.

Exploring the assessment of post-cardiac valve surgery pulmonary complication risks through the integration of wearable continuous physiological and clinical data.

Journal: BMC medical informatics and decision making
Published: August 19, 2024

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.

Journal: NPJ digital medicine
Published: April 16, 2024

Explainable mortality prediction models incorporating social health determinants and physical frailty for heart failure patients.

Explainable mortality prediction models incorporating social health determinants and physical frailty for heart failure patients.

Journal: PloS one
Published: November 14, 2023

Improving the Prognostic Evaluation Precision of Hospital Outcomes for Heart Failure Using Admission Notes and Clinical Tabular Data: Multimodal Deep Learning Model.

Improving the Prognostic Evaluation Precision of Hospital Outcomes for Heart Failure Using Admission Notes and Clinical Tabular Data: Multimodal Deep Learning Model.

Journal: Journal of medical Internet research
Published: November 07, 2023

Exploring disease axes as an alternative to distinct clusters for characterizing sepsis heterogeneity.

Exploring disease axes as an alternative to distinct clusters for characterizing sepsis heterogeneity.

Journal: Intensive care medicine
Published: June 21, 2023
Showing 1-12 of 34

Last Updated: 09/26/2026