Publications citing MIMIC-IV v3.1

Real-Time Mortality Prediction for Patients with Trauma-Associated Sepsis Using Interpretable Temporal Algorithms
Jiahe Wen, Yunlong Ma, Jian Feng et al. ICME International Conference on Complex Medical Engineering (CME), 2025. Cites: paper

Relationship Between the Lactate-to-Albumin Ratio and 28-Day Overall Mortality in Critically Ill Patients with Pulmonary Embolism: A Retrospective Analysis of the MIMIC-IV Database
Junhao Xu, Shaoxing Wu, Haipeng Li et al. Clinical and Applied Thrombosis/Hemostasis, 2025. Cites: paper

The effects of Dexmedetomidine on Recovery from Acute KIdney INjury (DRAIN): a single-center retrospective review using the Medical Information Mart for Intensive Care, fourth edition (MIMIC-IV)
James Harvey Jones, Susannah Fleming. Therapeutic Advances in Drug Safety, 2025. Cites: paper

A foundational triage system for improving accuracy in moderate acuity level emergency classifications
Tuo Liu, Yang Gu, Hongyi Chen et al. Communications Medicine, 2025. Cites: paper

Association between endothelial activation and stress index and all-cause mortality risk in sepsis patients: a retrospective cohort analysis utilizing the MIMIC-IV database
Nanhong Li, Yin Ji, Yu Zeng et al. BMC Infectious Diseases, 2025. Cites: paper

Enhancing prognostic accuracy in sepsis: a modified SOFA score incorporating lymphocyte count as an immune function marker
Zhishan Huang, Ying Cui, Chen Zhang et al. Frontiers in Cellular and Infection Microbiology, 2025. Cites: paper

Association between sleep disorder and delirium in adult patients undergoing cardiac surgery: a retrospective cohort study
Beibei Wang, Qiao Liu, Dou Dou et al. BMC Anesthesiology, 2025. Cites: dataset

Competing risk analysis of dexmedetomidine use and postoperative outcomes in non-traumatic subarachnoid hemorrhage patients
Tian-hua Lin, Zong-jie Wang, Yun-yun Tu et al. European journal of medical research, 2025. Cites: paper

Effects of non-HDL-C and statin therapy on mortality in ARDS: a retrospective cohort study
Haiming Hu, Wei Jin, Lijuan Zhao et al. Frontiers in Medicine, 2025. Cites: paper

Impact of early β-blocker use on the incidence of sepsis and clinical outcomes following cardiac surgery: a retrospective cohort study
Chen Yin, Chengjian Guan, Qianli Ma et al. Frontiers in Pharmacology, 2025. Cites: paper

Association of red blood cell distribution width with short- and long-term all-cause mortality in patients with acute pancreatitis and sepsis
Q. Y. Song, Xuanlin Wu, Fatemeh Taheri et al. BMC Gastroenterology, 2025. Cites: paper

Platelets and mortality in bloodstream infection: a multicenter cohort study
Max W. Adelman, Stefano Casarin, James Kurian et al. Clinical Microbiology and Infection, 2025. Cites: paper

Trends and methods in intensive care unit (ICU) research using machine learning: latent dirichlet allocation (LDA)-based thematic literature review
Duygu Topaloğlu, Olcay Polat. BMC Medical Informatics and Decision Making, 2025. Cites: paper

Aspirin is associated with a reduction in mortality rate for patients with sepsis-induced coagulopathy: a retrospective cohort study
Dan Xu, Jingyuan Li, Zhiyuan Wang et al. Frontiers in Pharmacology, 2025. Cites: paper

IntelliCare: Improving healthcare analysis with patient-level knowledge from large language models
Zhihao Yu, Yujie Jin, Yongxin Xu et al. Knowledge-Based Systems, 2025. Cites: paper

LACTATE TRAJECTORIES IN EARLY SURVIVORS OF SEPSIS: A NEW LENS ON MORTALITY RISK
Zhihui Liang, Min Zhao, Kaiting Liu et al. Shock, 2025. Cites: paper

Prediction of 30-Day Hospital Readmission with Clinical Notes and EHR Information
Tiago Almeida, Plínio Moreno, Catarina Barata. Lecture notes in computer science, 2025. Cites: dataset

Antibiotic Resistance Microbiology Dataset (ARMD): A Resource for Antimicrobial Resistance from EHRs
Fateme Nateghi Haredasht, Fatemeh Amrollahi, Manoj V. Maddali et al. Scientific Data, 2025. Cites: paper

Early human albumin infusion was associated with 28-day mortality in patients with acute respiratory failure and hypoalbuminaemia in the intensive care unit: a retrospective study of the MIMIC-IV database
Fanrong Lin, Dawei Xu, Junpeng Tang et al. Respiratory Medicine, 2025. Cites: paper

Impact of serum sodium trajectory on 30-day mortality in traumatic brain injury patients: insights from a retrospective cohort study using MIMIC-IV database
Shuangshuang Huang, Songmin Huang, Wulei Wang et al. Frontiers in Neurology, 2025. Cites: paper

Multicenter Machine Learning-Based Prediction of Mortality in ICU Patients With Hypocalcemia
Liangpeng Xie, Linxuan Jiang, Mingxuan Xiao et al. Shock, 2025. Cites: paper

The U shape relationship between glucose and potassium ratio and mortality in patients with subarachnoid hemorrhage in the US population
Yizhi Guo, Yuanyuan Yang, Jianming Zhu et al. Scientific Reports, 2025. Cites: paper

Dexmedetomidine reduces in-hospital mortality in aneurysmal subarachnoid hemorrhage patients by modulating three key genes and inflammatory pathways: insights from clinical and bioinformatics analyses
Zhi-ang Li, Hongcai Wang, Xuewei Zhang et al. Frontiers in Neurology, 2025. Cites: paper

Early acetaminophen Use and 90-day mortality in ICU patients with ischemic stroke
Zhi-Sheng Piao, Yujia Zhang, Gen Li et al. Frontiers in Pharmacology, 2025. Cites: dataset, paper

Optimized feature selection and advanced machine learning for stroke risk prediction in revascularized coronary artery disease patients
Yong Si, Armin Abdollahi, Negin Ashrafi et al. BMC Medical Informatics and Decision Making, 2025. Cites: paper

Personalized and real time hemodynamic management in critical care using Dynamic Cohort Ensemble Learning (DynaCEL)
Lingzhong Meng, Jiangqiong Li, Xiang Liu et al. npj Digital Medicine, 2025. Cites: paper

Prognostic stratification in myocardial infarction using the modified CONUT score: a multidimensional biomarker from the MIMIC-IV cohort
Weixu Yu, Yanting Luo, Qingyuan Cai et al. Frontiers in Cardiovascular Medicine, 2025. Cites: paper

Association between fibrinogen levels and mortality following cardiopulmonary resuscitation: a retrospective cohort study
Xin Cheng, Ran Chen, Xiaowen Zhang et al. Resuscitation Plus, 2025. Cites: paper

Association Between Fluid Balance Trajectories and Prognosis in Patients with Heart Failure and Preserved Ejection Fraction
Chunmei Zhang, Guangyu Lin, Fengzhen Chen et al. Research Square, 2025. Cites: paper

Development and validation of a dynamic early warning system with time-varying machine learning models for predicting hemodynamic instability in critical care: a multicohort study
Dung-Hung Chiang, Zeyu Jiang, Cong Tian et al. Critical Care, 2025. Cites: paper

Initial serum chloride is associated with all-cause mortality in critically ill patients with acute kidney injury
Dezhun Chen, Fengfeng Lu, Bihuan Cheng et al. Renal Failure, 2025. Cites: paper

Machine learning in dentistry: a scoping review
Shrey Lakhotia, Hormazd Godrej, Amandeep Kaur et al. PLOS Digital Health, 2025. Cites: paper

Red cell distribution width to albumin ratio (RAR) as a prognostic marker for mortality in critical care patients: a large-scale retrospective cohort study
Chaoyuan Jin, Ruyi Hao, Xingxing Ren et al. European journal of medical research, 2025. Cites: paper

Temporal visiting-monitoring feature interaction learning for modelling structured electronic health records
Xiang Li, Xiao‐Hua Zhou. Knowledge-Based Systems, 2025. Cites: paper

The association of neutrophil-lymphocyte ratio and prognostic nutritional index with the development to chronic critical illness and their prognosis
Xing-Hua Chen, Ziwei Li, Xing Wei et al. Frontiers in Nutrition, 2025. Cites: paper

WITHDRAWN: Development and External Validation of a High-Precision Model for Predicting ICU Admission from Emergency Department Triage
Nathan D. Nguyen, Andrew Chu, Dev Dash. medRxiv, 2025. Cites: dataset

Association of the time in targeted blood glucose range of 140 to 180 mg/dL with the mortality of critically ill patients with diabetes: analysis of the MIMIC-IV database
Huimin Ye, Zijian Ma, Qunchuan Zong et al. Journal of Clinical & Translational Endocrinology, 2025. Cites: paper

Modeling trajectories of routine blood tests as dynamic biomarkers for outcome in spinal cord injury
Marzieh Mussavi Rizi, Daniel Fernández, John L. K. Kramer et al. npj Digital Medicine, 2025. Cites: paper

Nomogram model of mortality risk in patients with chronic obstructive pulmonary disease in intensive care unit: based on MIMIC-IV database and external validation study
Yikun Guo, Chen Zuo, Jun Yan et al. Frontiers in Medicine, 2025. Cites: paper

RMTrans: Robust Multimodal Transformers for Patient Prognosis under Backdoor Threats
Tao Tang, Guoqing Han, Renqiang Luo et al. ACM Transactions on Intelligent Systems and Technology, 2025. Cites: paper

A Neo4j-Based Framework for Integrating Clinical Data with Medical Ontologies: Performance Optimization and Quality Measure Applications in Healthcare
Sohyeon Jeon. medRxiv, 2025. Cites: paper

Association of stress hyperglycemia ratio with hospital mortality and acute kidney injury in patients with transfusion
Mi Wang, Rui Yue, Boxin Liu et al. Clinical and Experimental Nephrology, 2025. Cites: paper

Machine learning for the prediction of augmented renal clearance (ARC) in patients with sepsis in critical care units
Tong Wu, Ruoyu Zhuang, Yunzhe Wu et al. Scientific Reports, 2025. Cites: paper

Pretraining-Based Relevance-Aware Visit Similarity Network for Drug Recommendation
Yichen He, Shoubin Dong, Yuchen Lin et al. IEEE Journal of Biomedical and Health Informatics, 2025. Cites: paper

The barriers to uptake of artificial intelligence in hepatology and how to overcome them
Jan Clusmann, Maria Balaguer‐Montero, Octavi Bassegoda et al. Journal of Hepatology, 2025. Cites: paper

Association between the glucose-to-potassium ratio and delirium in critically ill ICU patients: a retrospective study
He Jiang, Jinhong Zhang, Congcong Han et al. Scientific Reports, 2025. Cites: paper

CoTD-VAE: Interpretable Disentanglement of Static, Trend, and Event Components in Complex Time Series for Medical Applications
Li Huang, Qingfeng Chen. Applied Sciences, 2025. Cites: paper

Fluid balance after cardiac arrest: Any impact on outcome? Insights from the MIMIC IV database
Juliette Didier, Juliette Murris, Hélène Schopper et al. Resuscitation Plus, 2025. Cites: paper

Impact of base excess on mortality in patients with sepsis-associated acute kidney injury: insights from US Intensive Care Unit Cohort
Lin Liu, Hu Liu, Yang Chen et al. International Urology and Nephrology, 2025. Cites: paper

Multimodal Deep Learning for Cardiovascular Comorbidity Detection in ECG Data: Development and Validation of the CaMPNet Model (Preprint)
Zi Yang, Xiaojuan Wang, Jianlin Wang et al. 2025. Cites: paper

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