Publications citing MIMIC-IV v3.1

Risk factors and prediction for 28‐day mortality of patients with negative systemic inflammatory response syndrome scores at the early stages of sepsis: A retrospective study based on MIMIC and eICU databases
Xinguang Chen, Xingyu Zhou, Wei Song et al. Hong Kong Journal of Emergency Medicine, 2025. Cites: paper

A dual medical ontology and relational graph framework with neural ordinary differential equations for diagnostic prediction
Shibo Li, Fanglin Dong, Weihua Li et al. Neurocomputing, 2025. Cites: paper

Dexmedetomidine increases the risk of delirium in critically ill patients: A propensity score analysis
He-Jie Shi, Han-Wei Li, Yi-Fei Lu et al. Medicine, 2025. Cites: paper

Latent class growth analysis of dynamic PaCo2 patterns and clinical outcomes in acute brain injury
Jian Liu, Bin Peng, Biao Huang et al. Scientific Reports, 2025. Cites: paper

Machine learning-driven risk prediction in severe acute kidney injury and increased mortality risk with early sodium bicarbonate use: a model-based post hoc analysis
Wanqiu Xie, Gerd Walz, Toma A. Yakulov. Heliyon, 2025. Cites: paper

Preexisting statin therapy is not associated with reduced acute kidney injury following cardiac surgery: a retrospective analysis
Jia‐Yi Wang, Chuzhu Huang, Yan Chen et al. Frontiers in Pharmacology, 2025. Cites: paper

Rethinking the obesity paradox in sepsis: Metabolic pharmacotherapy explains survival benefits of obesity
Tuo Zhang, Sen Tong, Mengyao Wu et al. Clinical Nutrition, 2025. Cites: paper

Risk factors and nomogram for postoperative delirium in elderly orthopedic patients in the Intensive Care Unit: Retrospective study based on MIMIC–IV
Hao Chen, Jing Wang, Yu Long Zhang et al. International Journal of Orthopaedic and Trauma Nursing, 2025. Cites: paper

Synthetic4Health: generating annotated synthetic clinical letters
Libo Ren, Samuel Belkadi, Lifeng Han et al. Frontiers in Digital Health, 2025. Cites: paper

Time-series deep learning and conformal prediction for improved sepsis diagnosis in primarily Non-ICU hospitalized patients
Shaunak Dalal, Ahad K. Ardabili, Anthony S. Bonavia. Computers in Biology and Medicine, 2025. Cites: paper

Association between the stress hyperglycemia ratio and all-cause mortality in patients with hemorrhagic stroke: a retrospective analysis based on MIMIC-IV database
Wei Zhu, Dingke Wen, Lijuan Duan et al. Frontiers in Neurology, 2025. Cites: paper

Borrowing treasures from neighbors: In-context learning for multimodal learning with missing modalities and data scarcity
Zhuo Zhi, Ziquan Liu, Moe Elbadawi et al. Neurocomputing, 2025. Cites: paper

Development Process of a Clinical Decision Support System for Empiric Antibiotic Therapies in Sepsis Patients
Sophie Schmiegel, Hannah Marchi, Philipp Hege et al. medRxiv, 2025. Cites: paper

Leveraging large language models for preoperative prevention of cardiopulmonary bypass-associated acute kidney injury
Kai Wang, Ling Lin, Rui Zheng et al. Renal Failure, 2025. Cites: paper

Prognostic value of nine inflammatory biomarkers for critically ill patients with rheumatic heart disease: a retrospective study
Ying Zhang, Xiaofei Ni. Frontiers in Immunology, 2025. Cites: paper

Relationship of blood urea nitrogen levels with 28-day mortality among critically ill individuals diagnosed with central venous catheter-associated infections
Congfeng Li, Ting Ao, Yingxiu Huang et al. Research Square, 2025. Cites: paper

Using ontologies to facilitate healthcare process mining and analysis
Owen P. Dwyer, Lara Chammas, Emanuel Sallinger et al. Journal of Intelligent Information Systems, 2025. Cites: dataset

Advanced predictive modeling for enhanced mortality prediction in ICU stroke patients using clinical data
Armin Abdollahi, Negin Ashrafi, Xinghong Ma et al. PLoS ONE, 2025. Cites: paper

Multi-Scale Spatiotemporal Dynamic Graph Neural Network for Early Prediction of Mortality Risks in Heart Failure Patients
Longfei Liu, Rongqin Chen, Jifu Qu et al. IEEE Journal of Biomedical and Health Informatics, 2025. Cites: paper

PathCare: Integrating Clinical Pathway Information to Enable Healthcare Prediction at the Neuron Level
Dehao Sui, Lei Gu, Chaohe Zhang et al. Bioengineering, 2025. Cites: paper

A distributional reinforcement learning model for optimal glucose control after cardiac surgery
Jacob M. Desman, Zhang-Wei Hong, Moein Sabounchi et al. npj Digital Medicine, 2025. Cites: paper

Machine learning models for predicting in-hospital mortality from acute pancreatitis in intensive care unit
Shuxing Wei, Hongmeng Dong, Weidong Yao et al. BMC Medical Informatics and Decision Making, 2025. Cites: paper

The Correlation Between Serum Glucose-Potassium Ratio and Mortality Risk in Sepsis Patients: Analysis based on the MIMIC-IV database
Junhui Kang, Yonghao Yu. medRxiv, 2025. Cites: dataset, paper

Association between different hemoglobin glycation index and prognosis in patients with a first diagnosis of acute myocardial infarction: a retrospective study based on the MIMIC-IV database
Dong Chen, Ben Hu, Xing-Hua Chen et al. Frontiers in Cardiovascular Medicine, 2025. Cites: paper

Development and validation of a machine learning model for real-time prediction of invasive mechanical ventilation weaning readiness
Simone Zappalá, Vittorio Scaravilli, Lucrezia Rovati et al. Journal of Critical Care, 2025. Cites: paper

ORAKLE: Optimal Risk prediction for mAke30 in patients with sepsis associated AKI using deep LEarning
Wonsuk Oh, Marinela Veshtaj, Ashwin Shreekant Sawant et al. Critical Care, 2025. Cites: paper

Predicting Mortality in Atrial Fibrillation Patients Treated with Direct Oral Anticoagulants: A Machine Learning Study Based on the MIMIC-IV Database
Łukasz Ledziński, Elżbieta Grześk, Małgorzata Ledzińska et al. Journal of Clinical Medicine, 2025. Cites: paper

Association between advanced lung cancer inflammation index and mortality in critically ill septic patients: analysis of the MIMIC-IV database
Chongzhe Pei, Yuxin Dong, Ningning Song. BMC Infectious Diseases, 2025. Cites: paper

ABi-LT: Intelligent Medical Decision Model Clinical Decision Support System
Uzair Aslam Bhatti, Guo Wenlong, Mughair Aslam Bhatti et al. International Conference on Electronic Engineering and Information Systems (EEISS), 2025. Cites: paper

Analysis of the heterogeneous treatment effect of vasoactive drug dosage and time on hospital mortality across different sepsis phenotypes: a retrospective cohort study
Jiacheng Shen, Kun Fang, Jianhong Xie et al. European journal of medical research, 2025. Cites: paper

Anion gap associated with 28-days all-cause mortality in Acute cholangitis patients admitted to the intensive care unit in MIMIC-IV database: a retrospective cohort study
Yingjie Huang, Zhijie Yin, Wei Han. Frontiers in Medicine, 2025. Cites: paper

Association between aspartate aminotransferase to alanine aminotransferase ratio and 28-day mortality of ICU patients: A retrospective cohort study from MIMIC-IV database
Yanping Wang, Yan Hua Xu. PLoS ONE, 2025. Cites: paper

Association between fibrinogen levels and prognosis in critically bleeding patients: exploration of the optimal therapeutic threshold
Bingkui Ren, Yuping Zhang, Siying Chen et al. European Journal of Trauma and Emergency Surgery, 2025. Cites: paper

Multi-Modal Data Fusion for Predictive Analytics in Healthcare: A Hierarchical Attention Framework for Early Sepsis Prediction
Sudhanshu Sinha, Bharti, Kanchan Kumari et al. International Conference for Emerging Technology (INCET), 2025. Cites: paper

An accessible, timely method for identifying medications for repurposing: hypothesis generating; testing and validation
Maximin Lange, Eoin Gogarty, Meredith Martyn et al. BMC Digital Health, 2025. Cites: paper

Causal AI for Data Scientists: A Framework to Automate Discovery of Causal Relationships in Noisy Datasets
Asif Nurul Hakim, Rahman MD Mat. Research Square, 2025. Cites: dataset

Non-linear relationship between serum phosphate and 30-day mortality in critically ill patients with cardiogenic shock: a cohort study from MIMIC-IV
Shuyuan Qi, Yingxiu Huang, Shu-Ying Qi et al. medRxiv, 2025. Cites: paper

Total bilirubin-to-albumin ratio and short- and long-term all-cause mortality in acute pancreatitis: Evidence from the MIMIC-IV database
Xingyi Yang, Min Zhang, LiHong Lv et al. PLoS ONE, 2025. Cites: paper

Admission braden scale is an effective marker for predicting pneumonia in critically ill patients with traumatic brain injury
Xuelian Meng, Xia Li, Zhihong Tang. Neurosurgical Review, 2025. Cites: paper

Laxative use and 28-day mortality in critically ill sepsis patients: a retrospective cohort study using MIMIC-IV (v3.1)
Yan Liang, Feng Xu, Hao Zhang et al. Journal of Intensive Care, 2025. Cites: dataset, paper

Electrocardiogram-based diagnosis of liver diseases: an externally validated and explainable machine learning approach
Juan Miguel Lopez Alcaraz, Wilhelm Haverkamp, Nils Strodthoff. EClinicalMedicine, 2025. Cites: paper

Association between anion gap and postoperative delirium in patients undergoing open heart surgery
Jun Wang, Hui Zhong, Lu Chen et al. Frontiers in Cardiovascular Medicine, 2025. Cites: paper

Evaluating the SWIFT algorithm's efficacy in predicting hypoxemia across multiple critical care datasets
Leon Schmidt, Lena Pigat, Seyedmostafa Sheikhalishahi et al. Journal of Critical Care, 2025. Cites: paper

Large Language Models in Integrative Medicine: Progress, Challenges, and Opportunities
Hiu Fung Yip, Zeming Li, Lu Zhang et al. Journal of Evidence-Based Medicine, 2025. Cites: paper

Machine Learning for the Prediction of Acute Kidney Injury in Critically Ill Patients With Coronary Heart Disease: Algorithm Development and Validation
Yike Li, Mingyang Xiao, Yong Ming Li et al. JMIR Medical Informatics, 2025. Cites: paper

PFCA: Efficient Path Filtering with Causal Analysis for Healthcare Risk Prediction
Hao Wang, Jiyun Shi, Yuhao Chen et al. IEEE International Conference on Data Engineering (ICDE), 2025. Cites: paper

Association between systemic immune-inflammation index and mortality in critically ill patients with chronic obstructive pulmonary disease: insights from the MIMIC-IV database
Mohan Giri, Anju Puri, Lan Huang et al. Frontiers in Medicine, 2025. Cites: paper

PNCD: Mitigating LLM hallucinations in noisy environments–A medical case study
Jiayi Qu, Jun Liu, Xiangjun Liu et al. Information Fusion, 2025. Cites: paper

The future of critical care: AI-powered mortality prediction for acute variceal gastrointestinal bleeding and acute non-variceal gastrointestinal bleeding patients
Zhou Liu, Guijun Jiang, Liang Zhang et al. Frontiers in Medicine, 2025. Cites: paper

Association between hemoglobin glycation index and myocardial infarction in critically ill patients with diabetes mellitus: a retrospective study based on MIMIC-IV
Dongmei Gao, Aiping Wang. BMC Cardiovascular Disorders, 2025. Cites: paper

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