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Author Details

Xiaoli Liu
Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University
2015
21
6
PMIDPaper TitleJournal TitlePublished Year
37162208A Simple Nomogram for Predicting Hospital Mortality of Patients Over 80 Years in ICU: An International Multicenter Retrospective Study.J Gerontol A Biol Sci Med Sci2023
37599147Illness severity assessment of older adults in critical illness using machine learning (ELDER-ICU): an international multicentre study with subgroup bias evaluation.Lancet Digit Health2023
35657011Clinically Interpretable Machine Learning Models for Early Prediction of Mortality in Older Patients with Multiple Organ Dysfunction Syndrome: An International Multicenter Retrospective Study.J Gerontol A Biol Sci Med Sci2023
37131542Subphenotyping heterogeneous patients with chronic critical illness to guide individualised fluid balance treatment using machine learning: a retrospective cohort study.EClinicalMedicine2023
35719142Geriatric 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.Front Nutr2022
34504539The Effect of Long-Term Duration Renal Replacement Therapy on Outcomes of Critically Ill Patients with Acute Kidney Injury: A Retrospective Cohort Study.Evid Based Complement Alternat Med2021
33714053Development and validation of a model for the early prediction of the RRT requirement in patients with rhabdomyolysis.Am J Emerg Med2021
33787533Interpretable Machine Learning Model for Early Prediction of Mortality in ICU Patients with Rhabdomyolysis.Med Sci Sports Exerc2021
33856350TOP-Net Prediction Model Using Bidirectional Long Short-term Memory and Medical-Grade Wearable Multisensor System for Tachycardia Onset: Algorithm Development Study.JMIR Med Inform2021
34642176Varying association of laboratory values with reference ranges and outcomes in critically ill patients: an analysis of data from five databases in four countries across Asia, Europe and North America.BMJ Health Care Inform2021
34730820Analysis of Discrepancies Between Pulse Oximetry and Arterial Oxygen Saturation Measurements by Race and Ethnicity and Association With Organ Dysfunction and Mortality.JAMA Netw Open2021
32556865Machine learning-based development and validation of a scoring system for progression-free survival in liver cancer.Hepatol Int2020
32096385[Study on the accuracy of cardiopulmonary physiological measurements by a wearable physiological monitoring system under different activity conditions].Sheng Wu Yi Xue Gong Cheng Xue Za Zhi2020
32885290Construction and Application of a Medical-Grade Wireless Monitoring System for Physiological Signals at General Wards.J Med Syst2020
30887786[Design and preliminary validation of a ubiquitous and wearable physiological monitoring system].Sheng Wu Yi Xue Gong Cheng Xue Za Zhi2019
28825208Investigation of glucose fluctuations by approaches of multi-scale analysis.Med Biol Eng Comput2018
30009726[Analysis of diseases distribution in Medical Information Mart for Intensive Care III database].Zhonghua Wei Zhong Bing Ji Jiu Yi Xue2018
29138126Promoting Secondary Analysis of Electronic Medical Records in China: Summary of the PLAGH-MIT Critical Data Conference and Health Datathon.JMIR Med Inform2017
29761950[Optimization of the pseudorandom input signals used for the forced oscillation technique].Sheng Wu Yi Xue Gong Cheng Xue Za Zhi2017
29714975[Research and Design of Respiratory Impedance Measurement System Based on Forced Oscillation Technique].Sheng Wu Yi Xue Gong Cheng Xue Za Zhi2016
27066685[Methodology and Implementation of Forced Oscillation Technique for Respiratory Mechanics Measurement].Zhongguo Yi Liao Qi Xie Za Zhi2015
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Collaborators

Zhengbo Zhang
Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University
Co-authored papers 17
Desen Cao
Chinese PLA General Hospital
Co-authored papers 9
Peiyao Li
Fuzhou University
Co-authored papers 7
Zhi Mao
The First Medical Center, Chinese PLA General Hospital
Co-authored papers 6
Chao Liu
The First Medical Center, The General Hospital of PLA
Co-authored papers 6
Pan Hu
Nanjing University
Co-authored papers 5
Leo Anthony Celi
Harvard T.H. Chan School of Public Health, MIT
Co-authored papers 5
Deyu Li
Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University
Co-authored papers 5
Feihu Zhou
Chinese People's Liberation Army (PLA) General Hospital
Co-authored papers 4
Yong Fan
Center for Artificial Intelligence in Medicine, Chinese PLA General Hospital
Co-authored papers 4
Hongjun Kang
The First Medical Center, Chinese People's Liberation Army (PLA) General Hospital
Co-authored papers 3
Clark DuMontier
Brigham and Women's Hospital
Co-authored papers 2
Roger G Mark
Institute for Medical Engineering and Science, Massachusetts Institute of Technology
Co-authored papers 2
Tongbo Liu
PLA General Hospital
Co-authored papers 2
Jie Hu
Chinese PLA General Hospital
Co-authored papers 2
Vanda Ho
National University Hospital
Co-authored papers 2
Mar??a Bod?? Saera
Joan XXIII University Hospital in Tarragona
Co-authored papers 1
Patrick J Thoral
Center for Critical Care Computational Intelligence, Vrije Universiteit
Co-authored papers 1
Yuezhou Zhang
Institute of Psychiatry, King's College London
Co-authored papers 1
Lixin Xie
Chinese PLA General Hospital
Co-authored papers 1
Tanshi Li
General Hospital of PLA
Co-authored papers 1
Han Kim
Johns Hopkins University
Co-authored papers 1
Andre L Holder
Emory University
Co-authored papers 1
Jhalique Jane Fojas
Beth Israel Deaconess Medical Center, Harvard Medical School
Co-authored papers 1
Wesley Yeung
Co-authored papers 1
Patrick J Thoral
Co-authored papers 1
Tom J Pollard
Massachusetts Institute of Technology, Scientific Data - Nature, Software Sustainability Institute, University College London, University of Law - London Bloomsbury Centre
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Alistair E W Johnson
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