Publications citing MIMIC-IV v3.1

DuKA: A Dual-Keyless-Attention Model for Multi-Modality EHR Data Fusion and Organ Failure Prediction
Zhangdaihong Liu, Xuan Wu, Yang Yang et al. IEEE Transactions on Biomedical Engineering, 2023. Cites: paper

Interpretable Disease Progression Prediction Based on Reinforcement Reasoning Over a Knowledge Graph
Zhoujian Sun, Wei Dong, Jinlong Shi et al. IEEE Transactions on Systems Man and Cybernetics Systems, 2023. Cites: paper

Prognostic value of oxygen saturation index trajectory phenotypes on ICU mortality in mechanically ventilated patients: a multi-database retrospective cohort study
Xiawei Shi, Yangyang Shi, Liming Fan et al. Journal of Intensive Care, 2023. Cites: paper

TransformEHR: transformer-based encoder-decoder generative model to enhance prediction of disease outcomes using electronic health records
Zhichao Yang, Avijit Mitra, Weisong Liu et al. Nature Communications, 2023. Cites: paper

Vasopressors and inotropes in cardiogenic shock patients: an analysis of the MIMIC-IV database
Bryan Richard Sasmita, C Wang, Siyuan Xie. Frontiers in Cardiovascular Medicine, 2023. Cites: dataset, paper

Predicting sepsis within 24 hours at triage stage in emergency department using machine learning
Jingyuan Xie, Ting Zhang, Jiandong Gao et al. Research Square, 2023. Cites: dataset, paper

Explainable Artificial Intelligence Warning Model Using an Ensemble Approach for In-Hospital Cardiac Arrest Prediction: Retrospective Cohort Study
Yun Kwan Kim, Ja Hyung Koo, Sun Jung Lee et al. Journal of Medical Internet Research, 2023. Cites: paper

U-shaped association between serum triglyceride levels and mortality among septic patients: An analysis based on the MIMIC-IV database
Min Xiao, Hongbin Deng, Wenjian Mao et al. PLoS ONE, 2023. Cites: dataset

Development and validation of risk prediction nomograms for acute respiratory failure in elderly patients with hip fracture
Yue Li, Bo Dong. Journal of Orthopaedic Surgery and Research, 2023. Cites: paper

Geriatric nutritional risk index independently predicts delirium in older patients in intensive care units: A multicenter cohort study
Fangxin Wei, Hongtao Cheng, Ruiyao He et al. Archives of Gerontology and Geriatrics, 2023. Cites: paper

Value function assessment to different RL algorithms for heparin treatment policy of patients with sepsis in ICU
Jiang Liu, Yihao Xie, Xin Shu et al. Artificial Intelligence in Medicine, 2023. Cites: paper

Adverse Impact of Sodium Bicarbonate Administration on Multiple Outcomes in Acute Pancreatitis Patients With Hyperlactatemia
Tianao Yan, Chun Zhang, Yifei Ma et al. Pancreas, 2023. Cites: dataset

Association of age-adjusted Charlson comorbidity index with adverse outcomes in patients undergoing transcatheter aortic valve replacement: A retrospective cohort study
Hua Yang, Limin Meng, Shuanli Xin et al. Medicine, 2023. Cites: dataset

Association of red blood cell distribution width to albumin ratio with the prognosis of acute severe pulmonary embolism: A cohort study
Chaowei Ding, Ziping Zhang, Jiayong Qiu et al. Medicine, 2023. Cites: paper

Development and validation of a nomogram for predicting in-hospital mortality in patients with nonhip femoral fractures
Zhibin Xing, Yiwen Xu, Yuxuan Wu et al. European journal of medical research, 2023. Cites: paper

Big Data in Health Care
Margaret J. Calcote, Joshua R. Mann, Kim G. Adcock et al. Nurse Educator, 2023. Cites: paper

The impact of the new acute respiratory distress syndrome (ARDS) criteria on Berlin criteria ARDS patients: a multicenter cohort study
Lina Zhao, Fuhong Su, Nannan Zhang et al. BMC Medicine, 2023. Cites: paper

Vitamin D supplementation is beneficial in improving the prognosis of patients with acute respiratory failure in the intensive care unit: a retrospective study based on the MIMIC-IV database
Song Hu, Qian He, Jun Xie et al. Frontiers in Medicine, 2023. Cites: dataset

Construction and validation of a predictive model of pneumonia for ICU patients with traumatic brain injury (TBI)
Xin Geng, Hao Wu, Chenan Liu et al. Neurosurgical Review, 2023. Cites: paper

Association of glycemic variability with death and severe consciousness disturbance among critically ill patients with cerebrovascular disease: analysis of the MIMIC-IV database
Weimin Cai, Yaling Li, Kun Guo et al. Cardiovascular Diabetology, 2023. Cites: paper

THE THERAPEUTIC EFFICACY OF PLASMAPHERESIS FOR SEPSIS WITH MULTIPLE ORGAN FAILURE: A PROPENSITY SCORE–MATCHED ANALYSIS BASED ON THE MIMIC-IV DATABASE
Danyang Yan, Run Yao, Xi Wei Xie et al. Shock, 2023. Cites: paper

Development and Validation of Machine Learning–Based Models to Predict In-Hospital Mortality in Life-Threatening Ventricular Arrhythmias: Retrospective Cohort Study
Le Li, Ligang Ding, Zhuxin Zhang et al. Journal of Medical Internet Research, 2023. Cites: paper

Association of inflammatory indicators with intensive care unit mortality in critically ill patients with coronary heart disease
Yuan Cheng, Yang Chen, Meng-Xia Mao et al. Frontiers in Immunology, 2023. Cites: paper

ICU Patients’ Pattern Recognition and Correlation Identification of Vital Parameters Using Optimized Machine Learning Models
Ganesh Yallabandi, Veena Mayya, Jayakumar Jeganathan et al. International journal of electrical and computer engineering systems, 2023. Cites: paper

Identifying inpatient hospitalizations with continuous electroencephalogram monitoring from administrative data
Marta P. Fernandes, Michael Brandon Westover, Sahar F. Zafar. BMC Health Services Research, 2023. Cites: paper

Virtual Patient Simulation Using Copula Modeling
Laura B. Zwep, Tingjie Guo, Thomas Nagler et al. Clinical Pharmacology & Therapeutics, 2023. Cites: dataset

Association between triglyceride glucose-body mass and one-year all-cause mortality of patients with heart failure: a retrospective study utilizing the MIMIC-IV database
Jia‐Hao Dou, Chen Guo, Yawen Wang et al. Cardiovascular Diabetology, 2023. Cites: paper

Association between triglyceride-glucose index and in-hospital mortality in critically ill patients with sepsis: analysis of the MIMIC-IV database
Rui Zheng, Songzan Qian, Yiyi Shi et al. Cardiovascular Diabetology, 2023. Cites: paper

Edges are all you need: Potential of Medical Time Series Analysis with Graph Neural Networks.
Daniel Walke, Daniel Steinbach, Sebastian Gibb et al. Research Square, 2023. Cites: paper

Impact of dexmedetomidine on mortality in critically ill patients with acute kidney injury: a retrospective propensity score matching analysis
Wenting Wang, Yu Jin, Peiyao Zhang et al. BMJ Open, 2023. Cites: dataset

Estimated glomerular filtration rate among intensive care unit survivors: From the removal of race coefficient to cystatin C-based equations
Alberto Pinsino, Jianwen Wu, Amira Mohamed et al. Journal of Critical Care, 2023. Cites: paper

Basophils absence predicts poor prognosis and indicates immunosuppression of patients in intensive care units
Xiao Chen, Xiaofeng Zhu, Huichang Zhuo et al. Scientific Reports, 2023. Cites: paper

Association between initial microcirculation disturbance patients and mortality in patients who are critically ill: A retrospective cohort study
Tongwu Guo, Rui Zheng, Huanying Yi et al. Medicine, 2023. Cites: paper

GenHPF: General Healthcare Predictive Framework for Multi-Task Multi-Source Learning
Kyunghoon Hur, Jungwoo Oh, Junu Kim et al. IEEE Journal of Biomedical and Health Informatics, 2023. Cites: paper

A Machine Learning Algorithm Predicting Acute Kidney Injury in Intensive Care Unit Patients (NAVOY Acute Kidney Injury): Proof-of-Concept Study
Inger Persson, Adam Grünwald, Ludivine Morvan et al. JMIR Formative Research, 2023. Cites: dataset

Construction and validation of a risk assessment model for acute kidney injury in patients with acute pancreatitis in the intensive care unit
Ziming Jiang, Xiangyu An, Yueqian Li et al. BMC Nephrology, 2023. Cites: paper

Association between a four-parameter inflammatory index and all-cause mortality in critical ill patients with non-traumatic subarachnoid hemorrhage: a retrospective analysis of the MIMIC-IV database (2012-2019)
Yongwei Huang, Ye Zhang, Zongping Li et al. Frontiers in Immunology, 2023. Cites: paper

DiabetIA: Building Machine Learning Models for Type 2 Diabetes Complications
Joaquin Tripp, Daniel Santana-Quinteros, Rafael Pérez‐Estrada et al. medRxiv, 2023. Cites: paper

Impact of stress hyperglycemia ratio on mortality in patients with critical acute myocardial infarction: insight from american MIMIC-IV and the chinese CIN-II study
Jin Liu, Yang Zhou, Haozhang Huang et al. Cardiovascular Diabetology, 2023. Cites: paper

Association of mean RDW values and changes in RDW with in‐hospital mortality in ventilator‐associated pneumonia ( VAP) : Evidence from MIMIC‐IV database
Wenbin Nan, Siqi Li, Jinfa Wan et al. International Journal of Laboratory Hematology, 2023. Cites: paper

Dynamic Nomogram for Predicting the Risk of Perioperative Neurocognitive Disorders in Adults
Ai-lin Song, Yujie Li, Hao Liang et al. Anesthesia & Analgesia, 2023. Cites: dataset, paper

Interpretable Disease Prediction via Path Reasoning over medical knowledge graphs and admission history
Zongbao Yang, Yuchen Lin, Yinxin Xu et al. Knowledge-Based Systems, 2023. Cites: paper

The correlation between red cell distribution width to albumin ratio and all-cause mortality in critically ill patients with rheumatic diseases: a population-based retrospective study
Lijuan Yin, Jie Min, Lei Zhong et al. Frontiers in Medicine, 2023. Cites: dataset

Dynamic Delirium Prediction in the Intensive Care Unit using Machine Learning on Electronic Health Records
Miguel Contreras, Brandon Silva, Benjamin Shickel et al. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...), 2023. Cites: paper

Association between blood chloride levels and 30-day mortality in patients admitted to the intensive care unit after coronary artery bypass grafting: analysis of data from MIMIC-IV database
Jumin Yan, Liang Zhao, Hongqi Lin et al. Research Square, 2023. Cites: dataset, paper

Prognostic significance of the stress hyperglycemia ratio in critically ill patients
Le Li, Minghao Zhao, Zhuxin Zhang et al. Cardiovascular Diabetology, 2023. Cites: paper

Low lymphocyte to high-density lipoprotein ratio predicts mortality in sepsis patients
Wanjun Liu, Qian Tao, Jun Xiao et al. Frontiers in Immunology, 2023. Cites: paper

Relationship between Nonhepatic Serum Ammonia Levels and Sepsis-Associated Encephalopathy: A Retrospective Cohort Study
Pei Wang, Yan Jia, Qiqing Shi et al. Emergency Medicine International, 2023. Cites: dataset

An interpretable ensemble learning model facilitates early risk stratification of ischemic stroke in intensive care unit: Development and external validation of ICU-ISPM
Wei Hu, Tingting Jin, Ziqi Pan et al. Computers in Biology and Medicine, 2023. Cites: paper

Elevated Blood Urea Nitrogen to Serum Albumin Ratio Is an Adverse Prognostic Predictor for Septic shock in Intensive Care Units
Hai Hu, Dan He, Minshan Qiu et al. Research Square, 2023. Cites: dataset

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