Publications citing eICU Collaborative Research Database v2.0

IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers
Jingge Xiao, Leonie Basso, Wolfgang Nejdl et al. Proceedings of the AAAI Conference on Artificial Intelligence, 2024. Cites: dataset

Development and Validation of a Machine learning Model for the Prediction of Short-Term Mortality among Patients with Sepsis: A Retrospective Cohort Study
Xiaocong Hu, Ming Chen, Qianni Zhu et al. Research Square, 2024. Cites: dataset

Personalising intravenous to oral antibiotic switch decision making through fair interpretable machine learning
William J. Bolton, Richard C. Wilson, Mark J. Gilchrist et al. Nature Communications, 2024. Cites: dataset

Identifying vital sign trajectories to predict 28-day mortality of critically ill elderly patients with acute respiratory distress syndrome
Mingzhuo Li, Fen Liu, Yang Yang et al. Respiratory Research, 2024. Cites: dataset

Interpretable Machine Learning Approach for Predicting 30-Day Mortality of Critical Ill Patients with Pulmonary Embolism and Heart Failure: A Retrospective Study
Jing Liu, Ruobei Li, Tiezhu Yao et al. Clinical and Applied Thrombosis/Hemostasis, 2024. Cites: dataset

Interpretable machine learning models for predicting venous thromboembolism in the intensive care unit: an analysis based on data from 207 centers
Chengfu Guan, Fuxin Ma, Sijie Chang et al. Critical Care, 2023. Cites: dataset

BOLD: Blood-gas and Oximetry Linked Dataset – Open Source Research
João Carlos Ramos Gonçalves de Matos, Tristan Struja, Jack Gallifant et al. medRxiv, 2023. Cites: dataset

A review on the significance of body temperature interpretation for early infectious disease diagnosis
Nurul Izzati Darul Zaman, Yuan Wen Hau, Ming Chern Leong et al. Artificial Intelligence Review, 2023. Cites: dataset

Venous thromboembolism prophylaxis and mortality in patients with spinal fractures in ICUs
Shaojin Li, Luming Zhang, Haiyan Yin et al. Nursing in Critical Care, 2023. Cites: dataset

Targeted optimal treatment regime learning using summary statistics
J Chu, Wenbin Lu, Shu Yang. Biometrika, 2023. Cites: dataset

CLINICAL PHENOTYPES OF SEPSIS-ASSOCIATED ENCEPHALOPATHY: A RETROSPECTIVE COHORT STUDY
Xin Biao Lu, Mubing Qin, Joseph Harold Walline et al. Shock, 2023. Cites: dataset

Association between prothrombin time-international normalized ratio and prognosis of post-cardiac arrest patients: A retrospective cohort study
Yiyang Tang, Jing Sun, Zaixin Yu et al. Frontiers in Public Health, 2023. Cites: dataset

Identifying and evaluating barriers for the implementation of machine learning in the intensive care unit
Ellie D’Hondt, Thomas J. Ashby, Imen Chakroun et al. Communications Medicine, 2022. Cites: dataset

Prediction of 30-day mortality in heart failure patients with hypoxic hepatitis: Development and external validation of an interpretable machine learning model
Run Sun, Xue Wang, Haiyan Jiang et al. Frontiers in Cardiovascular Medicine, 2022. Cites: dataset

Continual learning of longitudinal health records
Jacob Armstrong, David Andrew Clifton. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...), 2022. Cites: dataset

Dynamic prediction of mortality after traumatic brain injury using a machine learning algorithm
Rahul Raj, J.M. Wennervirta, Jonathan Tjerkaski et al. npj Digital Medicine, 2022. Cites: dataset

Glycemic control in critically ill patients with or without diabetes
Ka Man Fong, Shek Yin Au, George Wing Yiu Ng. BMC Anesthesiology, 2022. Cites: dataset

Statistical Analysis and Machine Learning Prediction of Disease Outcomes for COVID-19 and Pneumonia Patients
Yu Zhao, Rusen Zhang, Yi Zhong et al. Frontiers in Cellular and Infection Microbiology, 2022. Cites: dataset

Hypophosphataemia is common in patients with aneurysmal subarachnoid haemorrhage
Mai Erritzøe‐Jervild, Jesper Wesierski, Stefano Romano et al. Acta Anaesthesiologica Scandinavica, 2021. Cites: dataset

Accuracy of the Sequential Organ Failure Assessment Score for In-Hospital Mortality by Race and Relevance to Crisis Standards of Care
William Dwight Miller, Xuan Han, Monica E. Peek et al. JAMA Network Open, 2021. Cites: dataset

Overlooked Bias with Thermometer Evaluations Using Quickly Retaken Temperatures in EHR: Axillary, Oral, Temporal Artery, and Tympanic Thermometry
Charles Harding, Marybeth Pompei, Dmitriy Burmistrov et al. Journal of General Internal Medicine, 2021. Cites: dataset

The eICU Collaborative Research Database, a freely available multi-center database for critical care research
Tom Pollard, Alistair E. W. Johnson, Jesse D. Raffa et al. Scientific Data, 2018. Cites: dataset

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