Xiaoli Liu

1.1k citations

57 papers · 584 indexed · h-index 12

Impact in

Health Informatics top 5%
Atmospheric Science top 10%
- Precipitation Measurement and Analysis
- Meteorological Phenomena and Simulations

Papers in ⓘ

Artificial Intelligence 14
- Machine Learning in Healthcare 6
Epidemiology 11
- Sepsis Diagnosis and Treatment 9

Co-authors: Shengjie Niu (1 shared paper)Xingcan Jia (1 shared paper)Yangang Liu (1 shared paper)Chunsong Lu (1 shared paper)Zhengbo Zhang (18 shared papers)Leo Anthony Celi (6 shared papers)Peiyao Li (10 shared papers)An-Kwok Ian Wong (1 shared paper)
Journals: The Journals of Gerontology Series A (2 papers)Blood (1 paper)JAMA Network Open (1 paper)Frontiers in Psychiatry (1 paper)BMC Nursing (1 paper)
Partner nations: China United States Canada

In The Last Decade

Xiaoli Liu

51 papers receiving 569 citations

Peers

Countries citing papers authored by Xiaoli Liu

Since Specialization

Citations

This map shows the geographic impact of Xiaoli Liu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Xiaoli Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xiaoli Liu more than expected).

Fields of papers citing papers by Xiaoli Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xiaoli Liu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Xiaoli Liu. The network helps show where Xiaoli Liu may publish in the future.

Co-authors

The 25 scholars most cited alongside Xiaoli Liu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Xiaoli Liu Line = papers co-authored together Xiaoli Liu links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 57 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Analysis of Discrepancies Between Pulse Oximetry and Arterial Oxygen Saturation Measurements by Race and Ethnicity and Association With Organ Dysfunction and Mortality JAMA Network Open ·An-Kwok Ian Wong, Marie‐Laure Charpignon, Han Kim, Christopher S. Josef, Anne de Hond, Jhalique Jane R. Fojas, Azade Tabaie, Xiaoli Liu, Eduardo Mireles‐Cabodevila, Leandro Carvalho, Rishikesan Kamaleswaran, R. W. M. A. Madushani, Lasith Adhikari, Andre L. Holder, Ewout W. Steyerberg, Timothy G. Buchman, Mary E. Lough, Leo Anthony Celi	2021	131
2	Distributions of Raindrop Sizes and Fall Velocities in a Semiarid Plateau Climate: Convective versus Stratiform Rains Journal of Applied Meteorology and Climatology ·Shengjie Niu, Xingcan Jia, Jianren Sang, Xiaoli Liu, Chunsong Lu, Yangang Liu	2009	130
3	Construction and Application of a Medical-Grade Wireless Monitoring System for Physiological Signals at General Wards Journal of Medical Systems ·Haoran Xu, Peiyao Li, Zhicheng Yang, Xiaoli Liu, Zhao Wang, Wei Yan, Maoqing He, Wenya Chu, Yingjia She, Yuzhu Li, Desen Cao, Muyang Yan, Zhengbo Zhang	2020	27
4	Sleep Stage Classification Using Bidirectional LSTM in Wearable Multi-sensor Systems Yuezhou Zhang, Zhicheng Yang, Ke Lan, Xiaoli Liu, Zhengbo Zhang, Peiyao Li, Desen Cao, Jiewen Zheng, Jianli Pan	2019	26
5	High-resolution structure-from-motion models covering 160 km-long surface ruptures of the 2021 MW 7.4 Madoi earthquake in northern Qinghai-Tibetan Plateau SHILAP Revista de lepidopterología ·Jing Liu‐Zeng, Wenqian Yao, Xiaoli Liu, Yanxiu Shao, Wenxin Wang, Longfei Han, Yan Wang, Xianyang Zeng, Jinyang Li, Zijun Wang, Zhijun Liu, Hongwei Tu	2022	21
6	Interpretable Machine Learning Model for Early Prediction of Mortality in ICU Patients with Rhabdomyolysis Medicine & Science in Sports & Exercise ·Chao Liu, Xiaoli Liu, Zhi Mao, Pan Hu, Xiaoming Li, Jie Hu, Quan Hong, Xiaodong Geng, Kun Chi, Feihu Zhou, Guangyan Cai, Xiangmei Chen, Xuefeng Sun	2021	19
7	Promoting Secondary Analysis of Electronic Medical Records in China: Summary of the PLAGH-MIT Critical Data Conference and Health Datathon JMIR Medical Informatics ·Peiyao Li, Xie Chen, Tom Pollard, Alistair E. W. Johnson, Desen Cao, Hongjun Kang, Hong Liang, Yuezhou Zhang, Xiaoli Liu, Yong Fan, Yuan Zhang, Wanguo Xue, Lixin Xie, Leo Anthony Celi, Zhengbo Zhang	2017	17
8	Improving the Prognostic Evaluation Precision of Hospital Outcomes for Heart Failure Using Admission Notes and Clinical Tabular Data: Multimodal Deep Learning Model Journal of Medical Internet Research ·Zhenyue Gao, Xiaoli Liu, Yu Kang, Pan Hu, Xiu Zhang, Wei Yan, Muyang Yan, Pengming Yu, Qing Zhang, Wendong Xiao, Zhengbo Zhang	2024	14
9	Development and validation of machine learning models to predict MDRO colonization or infection on ICU admission by using electronic health record data Antimicrobial Resistance and Infection Control ·Yun Li, Yuan Yuan Cao, Min Wang, Lu Wang, Yiqi Wu, Yuan Fang, Yan Zhao, Yong Fan, Xiaoli Liu, Hong Liang, Mengmeng Yang, (unknown), Feihu Zhou, Zhengbo Zhang, Hongjun Kang	2024	13
10	Drilling wood for fire: discoveries and studies of the fire-making tools in the Yanghai cemetery of ancient Turpan, China Vegetation History and Archaeobotany ·Hongen Jiang, Guangping Feng, Xiaoli Liu, Hongyong Cao, Shuzhi Wang, Liping Ma, David K. Ferguson	2017	13
11	A review of the development and current status of wound ostomy continence nurses in the mainland of China International Journal of Nursing Sciences ·Xiaoli Liu, Ling Wang	2018	12
12	TOP-Net Prediction Model Using Bidirectional Long Short-term Memory and Medical-Grade Wearable Multisensor System for Tachycardia Onset: Algorithm Development Study JMIR Medical Informatics ·Xiaoli Liu, Tongbo Liu, Zhengbo Zhang, Po‐Chih Kuo, Haoran Xu, Zhicheng Yang, Ke Lan, Peiyao Li, Zhenchao Ouyang, Yeuk Lam Ng, Wei Yan, Deyu Li	2021	11
13	Modeling of soluble solid content of PE‐packaged blueberries based on near‐infrared spectroscopy with back propagation neural network and partial least squares (BP–PLS) algorithm Journal of Food Science ·Ya Chen, Yaoxiang Li, Roger A. Williams, Zheyu Zhang, Rundong Peng, Xiaoli Liu, Tao Xing	2023	10
14	Intensive care nurses’ knowledge and practice of evidence-based recommendations for endotracheal suctioning: a multisite cross-sectional study in Changsha, China BMC Nursing ·Wenjun Chen, Shuang Hu, Xiaoli Liu, Na Wang, Junqiang Zhao, Peng Liu, Kaixia Chen, Jiale Hu	2021	10
15	Development and validation of a model for the early prediction of the RRT requirement in patients with rhabdomyolysis The American Journal of Emergency Medicine ·Chao Liu, Qian Yuan, Zhi Mao, Pan Hu, Rilige Wu, Xiaoli Liu, Quan Hong, Kun Chi, Xiaodong Geng, Xuefeng Sun	2021	9
16	Clinically Interpretable Machine Learning Models for Early Prediction of Mortality in Older Patients with Multiple Organ Dysfunction Syndrome: An International Multicenter Retrospective Study The Journals of Gerontology Series A ·Xiaoli Liu, Clark DuMontier, Pan Hu, Chao Liu, Wesley Yeung, Zhi Mao, Vanda Ho, Patrick Thoral, Po‐Chih Kuo, Jie Hu, Deyu Li, Desen Cao, Roger G. Mark, FeiHu Zhou, Zhengbo Zhang, Leo Anthony Celi	2022	9
17	Label correlation guided discriminative label feature learning for multi-label chest image classification Computer Methods and Programs in Biomedicine ·Kai Zhang, Wei Liang, Peng Cao, Xiaoli Liu, Jinzhu Yang, Osmar R. Zaı̈ane	2024	8
18	Pitch in Speaker Recognition Jianwei Zhu, Shuifa Sun, Xiaoli Liu, Bangjun Lei	2009	8
19	New mechanisms and biomarkers of lymph node metastasis in cervical cancer: reflections from plasma proteomics Clinical Proteomics ·Sai Han, Xiaoli Liu, Shuang Ju, Wendi Mu, Gulijinaiti Abulikemu, Qianwei Zhen, Jiaqi Yang, Jingjing Zhang, Yi Li, Hongli Liu, Qian Chen, Baoxia Cui, Shuxia Wu, Youzhong Zhang	2023	7
20	DynaFlow: a dynamic inter-organisational workflow management system International Journal of Business Process Integration and Management ·Jie Meng, Stanley Y. W. Su, Herman Lam, Sumi Helal, Jingqi Xian, Xiaoli Liu, Seokwon Yang	2006	7

About Xiaoli Liu

Xiaoli Liu is a scholar working on Artificial Intelligence, Epidemiology, Surgery, Cardiology and Cardiovascular Medicine and Biomedical Engineering, having authored 57 papers that have together received 584 indexed citations. Recurring topics across this work include Sepsis Diagnosis and Treatment (9 papers), Non-Invasive Vital Sign Monitoring (7 papers), ECG Monitoring and Analysis (6 papers), Machine Learning in Healthcare (6 papers), Heart Rate Variability and Autonomic Control (4 papers), Hemodynamic Monitoring and Therapy (3 papers), earthquake and tectonic studies (3 papers) and Healthcare cost, quality, practices (3 papers). The work is most often cited by research in Health Informatics (25 citations), Atmospheric Science (124 citations), Health Information Management (31 citations), Critical Care and Intensive Care Medicine (28 citations) and Global and Planetary Change (88 citations). Xiaoli Liu has collaborated with scholars based in China, United States and Canada. Frequent co-authors include Shengjie Niu, Xingcan Jia, Yangang Liu, Chunsong Lu, Zhengbo Zhang, Leo Anthony Celi, Peiyao Li, An-Kwok Ian Wong, Marie‐Laure Charpignon and Timothy G. Buchman. Their work appears in journals such as The Journals of Gerontology Series A, Blood, JAMA Network Open, Frontiers in Psychiatry and BMC Nursing.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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