Publications citing MIMIC-IV v3.1

Association between atherogenic index of plasma and sepsis in critically ill patients with ischemic stroke: a retrospective cohort study using propensity score and machine learning approaches
Fengwei Yao, Lei Liu, Jian Zhang et al. Lipids in Health and Disease, 2025. Cites: paper

Correlation between smoking and delirium in patients with sepsis: A retrospective analysis utilizing the MIMIC database
Renli Wang, Rongjun Liu, Zhaojun Xu et al. Tobacco Induced Diseases, 2025. Cites: paper

ECG-XPLAIM: eXPlainable Locally-adaptive Artificial Intelligence Model for arrhythmia detection from large-scale electrocardiogram data
Panteleimon Pantelidis, Samuel Ruipérez-Campillo, Julia Elisabeth Vogt et al. Frontiers in Cardiovascular Medicine, 2025. Cites: paper

Time-aware attention-based deep representation learning for multi-source longitudinal data with structured missingness in electronic medical records
Jiawei Luo, Liren Yang, Xixi Nie et al. Information Fusion, 2025. Cites: paper

An interpretable machine learning algorithm enables dynamic 48-hour mortality prediction during an ICU stay
Simone Britsch, M. Britsch, Simon Lindner et al. Communications Medicine, 2025. Cites: paper

Artificial Intelligence in Infectious Disease Diagnostic Technologies
Chao Dong, Yujing Liu, Jiaqi Nie et al. Diagnostics, 2025. Cites: paper

Association Between Early Arterial Catheterization and Prognosis in Patients with Septic Shock: A Retrospective Propensity Score Analysis
Zeping Jiang, Yusheng Wang, Furong Liu et al. Journal of Intensive Care Medicine, 2025. Cites: paper

Association between prognosis and calcium trajectories in patients with spinal cord injury based on MIMIC-IV data
Xiaomin Li, Fei Liu, Zhengjiang Liu et al. Scientific Reports, 2025. Cites: paper

Continuous Blood Pressure Dataset Featuring Arrhythmia and Diverse Baselines for Blood Pressure Estimation
Shuangdu Li, Ziyou Li, Yixuan Li et al. Lecture notes in computer science, 2025. Cites: paper

External validation in a Chinese cohort of a nomogram developed using MIMIC-IV for predicting sepsis-associated delirium in elderly ICU patients
Tengfei Zhou, Xinming Tian, Xuyang Han et al. Research Square, 2025. Cites: paper

Identifying Bias at Scale in Clinical Notes Using Large Language Models
Donald U. Apakama, Kim-Anh-Nhi Nguyen, Daphnee Hyppolite et al. Mayo Clinic Proceedings Digital Health, 2025. Cites: paper

Prognostic Nutritional Index as a Predictor of Mortality in Intensive Care Unit Patients with Pressure Injuries: Insights from a Large Cohort Study
Wen Gao, Jia-Tong Zhou, Ke Shi et al. Advances in Wound Care, 2025. Cites: paper

Serum creatinine-to-albumin ratio as a prognostic marker for short- and long-term mortality in critically ill stroke patients: a MIMIC-IV study
Dong Sun, Sichun Chen, Ying Bi et al. Frontiers in Neurology, 2025. Cites: paper

Stage prediction of acute kidney injury in sepsis patients using explainable machine learning approaches
Zhen Quan, Zheng Han, Siyao Zeng et al. Frontiers in Medicine, 2025. Cites: paper

A Comparative Study of Structured and Narrative EHR Data for 30-Day Readmission Risk Assessment
Zhengxiao He, Huayu Li, Siyuan Tian et al. Electronics, 2025. Cites: paper

Timelygpt: extrapolatable transformer pre-training for long-term time-series forecasting in healthcare
Ziyang Song, Qincheng Lu, Hao Xu et al. Health Information Science and Systems, 2025. Cites: paper

Trajectories of blood urea nitrogen and 28-day mortality in patients with sepsis-associated delirium: a retrospective cohort analysis of the MIMIC-IV database
Youhui Zhao, Hong Zhu, Jun Ding et al. BMC Infectious Diseases, 2025. Cites: paper

Cross-Modality Bias Auditing and Fairness Evaluation in Generalist Clinical AI Models
Christopher G. Harris. International Conference on Artificial Intelligence for Medicine, Health and Care (AIxMHC), 2025. Cites: paper

In-Hospital ACEI Use and Long-Term Prognosis in Discharged Type 2 Myocardial Infarction Patients
Jing-yin Zhang, Jiani Liu, Wei-ye Feng et al. medRxiv, 2025. Cites: paper

Risk assessment in cardiac surgery: Exploring machine learning and laboratory indices as adjunctive tools
Wesley Chorney, John Hinchion. medRxiv, 2025. Cites: paper

The prognostic value of the direct bilirubin to albumin ratio in critically ill patients with cirrhosis: Insights from MIMIC-IV database
Xingyi Yang, Guangdong Wang, Min Zhang et al. PLoS ONE, 2025. Cites: paper

TrajGPT: Irregular Time-Series Representation Learning of Health Trajectory
Ziyang Song, Qincheng Lu, He Zhu et al. IEEE Journal of Biomedical and Health Informatics, 2025. Cites: paper

Aspirin use is associated with attenuated risk of severe acute kidney injury in septic patients: a dual-center retrospective analysis from MIMIC-IV and eICU cohorts
Yaru Luo, Hongyi Li, Jian H. Li et al. Renal Failure, 2025. Cites: paper

MoE-Health: A Mixture of Experts Framework for Robust Multimodal Healthcare Prediction
Xiaoyang Wang, Christopher C. Yang. ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM-BCB), 2025. Cites: dataset

Efficient mortality prediction for acute respiratory failure: a resource-constrained machine learning approach using MIMIC databases
Muhammad Talha Khan, Maryam Gulzar, Arshad Ali et al. Artificial Intelligence Review, 2025. Cites: paper

Interpretable Machine Learning Model Integrating Electrocardiographic and Acute Physiology Metrics for Mortality Prediction in Critical Ill Patients
Qiuyu Wang, Bin Wang, Bo Chen et al. Journal of Clinical Medicine, 2025. Cites: paper

Association of serum albumin to creatinine ratio with mortality in patients with aortic disease: a cohort study
Weihong Zhao. Scientific Reports, 2025. Cites: paper

Association of the stress hyperglycemia ratio (SHR) with 90-day and 180-day all-cause mortality in patients undergoing coronary artery bypass grafting (CABG) for acute myocardial infarction (AMI): A retrospective cohort study using the MIMIC-IV database
Peipei Zhang, Xuping Zhang, Ke Zheng et al. Medicine, 2025. Cites: paper

Heparin improves the mortality of patients with non-pulmonary sepsis-associated ARDS: A MIMIC-IV database analysis based on propensity score matching
Jinfeng Lin, Zhilong Cao, Chunfeng Gu et al. PLoS ONE, 2025. Cites: paper

Prognostic value of glycaemic variability for mortality in cardiogenic shock patients: a retrospective cohort study
Linfeng Xie, Suxin Luo. Cardiovascular Diabetology, 2025. Cites: paper

Recent approaches of artificial intelligence in intensive care unit: A review
Ujwal A. Havelikar, Aditya Bembde, Deveshri Patil et al. Intelligent Hospital, 2025. Cites: paper

Development and validation of a nomogram model for assessing the severity of acute pancreatitis from the perspective of PICS
Dongquan Liu, Hongfei Liu, Jiaming Yao et al. Frontiers in Nutrition, 2025. Cites: paper

JinhuaNSICU, an open accessible Neurosurgical Intensive Care Database
Lin Chen, Ziyi Huang, Xiaoli Liu et al. Scientific Data, 2025. Cites: dataset, paper

Predicting atrial fibrillation in patients with acute respiratory failure using machine learning: application of the MIMIC-III and MIMIC-IV datasets
Rixuan Li. Frontiers in Cardiovascular Medicine, 2025. Cites: paper

StructCare: Dynamic graph structure learning for enhancing context-aware healthcare
Qizheng Sun, Xiang Li, Chuankun Duan et al. Expert Systems with Applications, 2025. Cites: paper

Association of longitudinal blood urea nitrogen trajectory with in-hospital and 28-day mortality in acute heart failure with cardiorenal syndrome
Peng Hui Liu, Fenying Qu, Changsheng Ma et al. European journal of medical research, 2025. Cites: paper

Early administration of lactated Ringer's solution and mortality in critically ill patients with heart failure: A retrospective cohort study
Peng-fei Wang, Cheng-Jian Guan, Qian Chen et al. European Journal of Pharmacology, 2025. Cites: paper

An intelligent healthcare system for rare disease diagnosis utilizing electronic health records based on a knowledge-guided multimodal transformer framework
Ahed Abugabah, Prashant Kumar Shukla, Piyush Kumar Shukla et al. BioData Mining, 2025. Cites: paper

Associations of serum glucose/potassium ratio with short-term and long-term mortality in sepsis patients: a retrospective cohort study based on the MIMIC-IV database
Xueli Yan, Lan Li, Xiahui Zhou et al. Scientific Reports, 2025. Cites: paper

Glycemic Variability and Frailty Risk in Intensive Care: A Retrospective Cohort Study of 18 650 Older People
Xinya Li, Lei Wang, Xin Liang et al. Geriatrics and gerontology international/Geriatrics & gerontology international, 2025. Cites: paper

A survey on electronic health record driven multimodal representation learning
Yutao Dou, Yaoyu Liu, Haitao Zou et al. Information Fusion, 2025. Cites: paper

Challenges and Solutions in Applying Large Language Models to Guideline-Based Management Planning and Automated Medical Coding in Health Care: Algorithm Development and Validation
Peter Sarvari, Zaid Al-Fagih, Alexander Abou-Chedid et al. JMIR Biomedical Engineering, 2025. Cites: paper

ReAdmit : Predicting Early Unplanned ICU Readmission Using Radiology Notes and Structured Data
Huiling Hu, Li Ma, Hui Ge et al. Nursing in Critical Care, 2025. Cites: paper

Structure-aware Hypergraph Transformer for Diagnosis Prediction in Electronic Health Records
Haiyan Wang, Y. Adam Yuan. Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics, 2025. Cites: paper

Associations between red blood cell distribution width (RDW), hemoglobin-to-RDW ratio (HRR), and mortality in hip fracture patients in the ICU: A MIMIC-IV database analysis
Chin-Yi Liao, Yu-Der Lu, Yu-Jui Chang et al. Experimental Gerontology, 2025. Cites: paper

Association between red cell distribution width-to-albumin ratio and acute kidney injury in acute pancreatitis: A retrospective cohort study from the MIMIC-IV database
Chanjuan Zhou, Si-Ming Lin, Jiantao Zheng. Medicine, 2025. Cites: paper

Low systemic vascular resistance with normal blood pressure: Do we need vasopressors?
Min Woo Kang, Shin Young Ahn, Yoonjin Kang. PLoS ONE, 2025. Cites: paper

Relationship between GLR and 28-day all-cause mortality in patients with hypertensive heart disease complicated by heart failure: A retrospective analysis of the MIMIC-IV database
Chunyan Wang, Zhonglan Cai, Shengnan Xue et al. Medicine, 2025. Cites: paper

A Federated Transformer Framework for Privacy-Preserving and Explainable Digital Healthcare
Santosh Kumar. IEEE Baja California Conference (BCC), 2025. Cites: paper

AI Data Development: A Scorecard for the System Card Framework
Tadesse Kebede Bahiru, Haileleol Tibebu, Ioannis A. Kakadiaris. Lecture notes in networks and systems, 2025. Cites: dataset

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