Liu X - Search Results

1

Development and validation of a model for the early prediction of the RRT requirement in patients with rhabdomyolysis.

Liu C, Yuan Q, Mao Z, Hu P, Wu R, Liu X, Hong Q, Chi K, Geng X, Sun X. Liu C, et al. Among authors: liu x. Am J Emerg Med. 2021 Aug;46:38-44. doi: 10.1016/j.ajem.2021.03.006. Epub 2021 Mar 8. Am J Emerg Med. 2021. PMID: 33714053

2

Interpretable Machine Learning Model for Early Prediction of Mortality in ICU Patients with Rhabdomyolysis.

Liu C, Liu X, Mao Z, Hu P, Li X, Hu J, Hong Q, Geng X, Chi K, Zhou F, Cai G, Chen X, Sun X. Liu C, et al. Among authors: liu x. Med Sci Sports Exerc. 2021 Sep 1;53(9):1826-1834. doi: 10.1249/MSS.0000000000002674. Med Sci Sports Exerc. 2021. PMID: 33787533

3

Clinically Interpretable Machine Learning Models for Early Prediction of Mortality in Older Patients with Multiple Organ Dysfunction Syndrome: An International Multicenter Retrospective Study.

Liu X, DuMontier C, Hu P, Liu C, Yeung W, Mao Z, Ho V, Thoral PJ, Kuo PC, Hu J, Li D, Cao D, Mark RG, Zhou F, Zhang Z, Celi LA. Liu X, et al. Among authors: liu c. J Gerontol A Biol Sci Med Sci. 2023 Mar 30;78(4):718-726. doi: 10.1093/gerona/glac107. J Gerontol A Biol Sci Med Sci. 2023. PMID: 35657011 Free PMC article.

4

Geriatric Nutritional Risk Index is Associated with Hospital Death in Elderly Patients with Multiple Organ Dysfunction Syndrome: A Retrospective Study Based on the MIMIC-III Database.

Mao Z, Wen T, Liu X, Chen J, Hu P, Liu C, Liu H, Kang H, Zhang Z, Zhou F. Mao Z, et al. Among authors: liu x, liu h, liu c. Front Nutr. 2022 Jun 3;9:834256. doi: 10.3389/fnut.2022.834256. eCollection 2022. Front Nutr. 2022. PMID: 35719142 Free PMC article.

5

A Simple Nomogram for Predicting Hospital Mortality of Patients Over 80 Years in ICU: An International Multicenter Retrospective Study.

Liu C, Liu X, Hu M, Mao Z, Zhou Y, Peng J, Geng X, Chi K, Hong Q, Cao D, Sun X, Zhang Z, Zhou F. Liu C, et al. Among authors: liu x. J Gerontol A Biol Sci Med Sci. 2023 Jul 8;78(7):1227-1233. doi: 10.1093/gerona/glad124. J Gerontol A Biol Sci Med Sci. 2023. PMID: 37162208

6

Illness severity assessment of older adults in critical illness using machine learning (ELDER-ICU): an international multicentre study with subgroup bias evaluation.

Liu X, Hu P, Yeung W, Zhang Z, Ho V, Liu C, Dumontier C, Thoral PJ, Mao Z, Cao D, Mark RG, Zhang Z, Feng M, Li D, Celi LA. Liu X, et al. Among authors: liu c. Lancet Digit Health. 2023 Oct;5(10):e657-e667. doi: 10.1016/S2589-7500(23)00128-0. Epub 2023 Aug 18. Lancet Digit Health. 2023. PMID: 37599147 Free article.

7

Evaluating Prognostic Bias of Critical Illness Severity Scores Based on Age, Sex, and Primary Language in the United States: A Retrospective Multicenter Study.

Liu X, Shen M, Lie M, Zhang Z, Liu C, Li D, Mark RG, Zhang Z, Celi LA. Liu X, et al. Among authors: liu c. Crit Care Explor. 2024 Jan 17;6(1):e1033. doi: 10.1097/CCE.0000000000001033. eCollection 2024 Jan. Crit Care Explor. 2024. PMID: 38239408 Free PMC article.

8

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

Gao Z, Liu X, Kang Y, Hu P, Zhang X, Yan W, Yan M, Yu P, Zhang Q, Xiao W, Zhang Z. Gao Z, et al. Among authors: liu x. J Med Internet Res. 2024 May 2;26:e54363. doi: 10.2196/54363. J Med Internet Res. 2024. PMID: 38696251 Free PMC article.

9

Development and validation of machine learning models to predict MDRO colonization or infection on ICU admission by using electronic health record data.

Li Y, Cao Y, Wang M, Wang L, Wu Y, Fang Y, Zhao Y, Fan Y, Liu X, Liang H, Yang M, Yuan R, Zhou F, Zhang Z, Kang H. Li Y, et al. Among authors: liu x. Antimicrob Resist Infect Control. 2024 Jul 6;13(1):74. doi: 10.1186/s13756-024-01428-y. Antimicrob Resist Infect Control. 2024. PMID: 38971777 Free PMC article.

10

TOP-Net Prediction Model Using Bidirectional Long Short-term Memory and Medical-Grade Wearable Multisensor System for Tachycardia Onset: Algorithm Development Study.

Liu X, Liu T, Zhang Z, Kuo PC, Xu H, Yang Z, Lan K, Li P, Ouyang Z, Ng YL, Yan W, Li D. Liu X, et al. Among authors: liu t. JMIR Med Inform. 2021 Apr 15;9(4):e18803. doi: 10.2196/18803. JMIR Med Inform. 2021. PMID: 33856350 Free PMC article.

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