Publications citing MIMIC-IV v3.1

Relationship between atherogenic index of plasma and length of stay in critically ill patients with atherosclerotic cardiovascular disease: a retrospective cohort study and predictive modeling based on machine learning
Yu Guo, Fuxu Wang, Shiyin Ma et al. Cardiovascular Diabetology, 2025. Cites: paper

The Relationship Between the Average Infusion Rate of Propofol and the Incidence of Delirium During Invasive Mechanical Ventilation: A Retrospective Study Based on the MIMIC IV Database
Qiyue Ge, Chao Zheng, Xiaobin Song et al. CNS Neuroscience & Therapeutics, 2025. Cites: paper

Association of the systemic immune-inflammation index with clinical outcomes in acute myocardial infarction patients with hypertension
Tingting Zheng, Chaodi Luo, Suining Xu et al. BMC Immunology, 2025. Cites: paper

Frailty as an independent risk factor for sepsis-associated delirium: a cohort study of 11,740 older adult ICU patients
Guoqiang Zheng, Jiajian Yan, Wanyue Li et al. Aging Clinical and Experimental Research, 2025. Cites: paper

Patient outcomes after interhospital transfer: the impact of early intensive care unit upgrade
Saqib H. Baig, James D. Lee, Erika J. Yoo. Hospital Practice, 2025. Cites: paper

Unfractionated heparin may improve near-term survival in patients admitted to the ICU with sepsis attributed to pneumonia: an observational study using the MIMIC-IV database
Shusheng Fang, Yali Wang, Wenyu Nan et al. Frontiers in Pharmacology, 2025. Cites: paper

Association between Triglyceride-Glucose Index and Prognosis in Critically Ill Patients with Acute Coronary Syndrome: Evidence from the MIMIC Database
Manqing Chen, Yuhui Yang, Weiwei Hu et al. International Journal of Medical Sciences, 2025. Cites: paper

Beta-blocker administration within 24 hours after admission to the intensive care unit and mortality in critical heart failure patients: a retrospective analysis from the MIMIC-IV database
Linfeng Xie, Jing Chen, Yuanzhu Li et al. Frontiers in Pharmacology, 2025. Cites: paper

Predicting hemodynamic parameters based on arterial blood pressure waveform using self-supervised learning and fine-tuning
Ke Liao, Armağan Elibol, Ziyan Gao et al. Applied Intelligence, 2025. Cites: paper

Severe community-acquired pneumonia in immunosuppressed patients admitted to the ICU
André Emilio Viñán Garcés, Natalia Sanabria-Herrera, Sara Duque et al. Respiratory Medicine, 2025. Cites: paper

The triglyceride glucose index and delirium risk in sepsis patients: A causal inference study
Xinya Li, Junhua Yang, Yonglan Tang et al. Nursing in Critical Care, 2025. Cites: paper

Association between stress hyperglycemia ratio and contrast-induced nephropathy in ACS patients undergoing PCI: a retrospective cohort study from the MIMIC-IV database
Yanlong Zhao, Yuanyuan Zhao, Shuai Wang et al. BMC Cardiovascular Disorders, 2025. Cites: dataset, paper

Association of blood urea nitrogen to glucose ratio with 365-day mortality in critically ill patients with chronic kidney disease: a retrospective study
Shenghua Du, Zhaoxian Yu, Jian Ping Li et al. Scientific Reports, 2025. Cites: paper

Leveraging Datathons to Teach AI in Undergraduate Medical Education: Case Study
Michael Steven Yao, Lawrence Huang, Emily L. Leventhal et al. JMIR Medical Education, 2025. Cites: paper

Predictive value of hematologic indices on weaning from mechanical ventilation and 30-day mortality in patients with traumatic brain injury in an intensive care unit: A retrospective analysis of MIMIC-IV data
Yu‐Wen Cheng, Chao-Hung Kuo, Yi‐Hsuan Kuo et al. Neurotherapeutics, 2025. Cites: paper

Association between lactate-to-albumin ratio and all-cause mortality in critically ill cirrhotic patients with sepsis: a retrospective analysis of the MIMIC-IV database
Yuanji Ma, Lingyao Du, Lang Bai et al. BMC Gastroenterology, 2025. Cites: dataset, paper

Association of pan-immune inflammation value with mortality in patients with pulmonary embolism: a cohort study
Weihong Zhao, Qunfen Liao, Yanxiu Feng et al. Scientific Reports, 2025. Cites: paper

Development and validation of a dynamic nomogram for acute kidney injury prediction in ICU patients with acute heart failure
Lu-Huai Feng, Tingting Su, Lina Huang et al. Frontiers in Medicine, 2025. Cites: dataset

Hyperkalemia is associated with short- and mid-term mortalities in critically ill patients in the MIMIC IV database
Chuan Xu, Yong Ming Luo, Xiuling Chen et al. Scientific Reports, 2025. Cites: dataset, paper

Machine learning-based prediction model for patients with recurrent Staphylococcus aureus bacteremia
Yuan Li, Shuang Song, Liying Zhu et al. BMC Medical Informatics and Decision Making, 2025. Cites: dataset, paper

Relationship between the geriatric nutritional risk index and sepsis in elderly critically ill patients: a retrospective cohort study
Yujiao Jin, Tianyun Zhou, Chenshu Hou et al. European journal of medical research, 2025. Cites: paper

The association between the triglyceride‒glucose index and short-term mortality in ICU patients with sepsis-associated acute kidney injury
Heping Xu, Yan Xia, Ruiyong Mo et al. BMC Infectious Diseases, 2025. Cites: paper

The U-shaped relationship between serum osmolality and in-hospital mortality in patients with traumatic brain injury: a retrospective study based on the MIMIC-IV database
Xing-Hua Chen, Jing-Jing Zhao, Cheng Chen et al. European journal of medical research, 2025. Cites: paper

Self-supervised learning for graph-structured data in healthcare applications: A comprehensive review
Safa Ben Atitallah, Chaima Ben Rabah, Maha Driss et al. Computers in Biology and Medicine, 2025. Cites: paper

A machine learning–based risk prediction model for atrial fibrillation in critically ill patients
Laith Alomari, Yaman Jarrar, Zaid Al-Fakhouri et al. Heart Rhythm O2, 2025. Cites: dataset, paper

Augmented Reality-Based Patient Tracking in Autonomous Healthcare Systems
Preetish Kakkar, Arjun Jaggi, Jagadeesh Vedula et al. International Conference on Advances in Computer Science, Electrical, Electronics, and Communication Technologies (CE2CT), 2025. Cites: paper

Development of an Interpretable Early AKI Prediction Model in ICU Using the LightGBM
Dong Wang, Xia Zhao, Yafei Ji et al. International Conference on Communication Networks and Machine Learning (CNML), 2025. Cites: paper

Effect of gout on 30-day survival in ICU patients: retrospective analysis of a large cohort of critically ill patients
Rouxin Li, Yimei Ding, Luan Xue. BMC Rheumatology, 2025. Cites: paper

Evaluation and Regulation of Artificial Intelligence Medical Devices for Clinical Decision Support
Gary E. Weissman. Annual Review of Biomedical Data Science, 2025. Cites: paper

Limitations of SpO2 / FiO2-ratio for classification and monitoring of acute respiratory distress syndrome—an observational cohort study
Rolf Erlebach, Una Pale, Tilman Beck et al. Critical Care, 2025. Cites: paper

Prognostic analysis of sepsis-induced myocardial injury patients using propensity score matching and doubly robust analysis with machine learning-based risk prediction model development
Pan Guo, Xue Li, Fang Tao et al. Frontiers in Medicine, 2025. Cites: paper

The triglyceride-glucose index and acute kidney injury risk in critically ill patients with coronary artery disease
Yi Zhang, Gang Li, Junjie Li et al. Renal Failure, 2025. Cites: paper

Enhancing Patient Outcome Prediction Through Deep Learning With Sequential Diagnosis Codes From Structured Electronic Health Record Data: Systematic Review
Tuankasfee Hama, Mohanad M Alsaleh, Freya Allery et al. Journal of Medical Internet Research, 2025. Cites: paper

Impact of Sepsis Onset Timing on All-Cause Mortality in Acute Pancreatitis: A Multicenter Retrospective Cohort Study
Xiaodong Huang, Siyao Liu, Zhihong Xu et al. Journal of Intensive Care Medicine, 2025. Cites: paper

An effective multi-step feature selection framework for clinical outcome prediction using electronic medical records
Hongnian Wang, Mingyang Zhang, Liyi Mai et al. BMC Medical Informatics and Decision Making, 2025. Cites: paper

Comparison of the effects of perioperative fentanyl and morphine use on the short-term prognosis of patients with cardiac surgery in the ICU
Jingtao Zhong, Runqian Sui, Jie Zi et al. Frontiers in Pharmacology, 2025. Cites: paper

THE CAUSAL ASSOCIATION OF CARDIOMETABOLIC DISEASES AND SEPSIS-RELATED OUTCOMES: A MENDELIAN RANDOMIZATION AND POPULATION STUDY
Mengmeng Qi, Jin Wei, Meng Zhang et al. Shock, 2025. Cites: paper

Improving medical machine learning models with generative balancing for equity and excellence
Brandon Theodorou, Benjamin P. Danek, Venkat Tummala et al. npj Digital Medicine, 2025. Cites: paper

Lactate-to-albumin ratio as a potential prognostic predictor in patients with cirrhosis and sepsis: a retrospective cohort study
Jianjun Wang, Xi Chen, Chuan Qin et al. BMC Infectious Diseases, 2025. Cites: paper

A prolonged activated partial thromboplastin time indicates poor short-term prognosis in patients with hepatic encephalopathy: insights from the MIMIC database
Liping Zhan, Yuping Yang, Biao Nie et al. Frontiers in Medicine, 2025. Cites: paper

DoseTAIlor: A Web-Based Platform for Personalised Tacrolimus Dose Optimisation Across Multi-Centre Populations Using Interpretable AI
Youssef Abdalla, Laura Gongas, Brais Muñiz et al. Research Square, 2025. Cites: paper

Impact of Dexmedetomidine on the Prognosis of Patients with Sepsis-Induced Myocardial Injury: A Retrospective Cohort Study
Zhang Xinyi, Guo Xiao-yan, Zhongxing Zhao et al. medRxiv, 2025. Cites: dataset, paper

Association between serum total bilirubin levels and 28-day all-cause mortality after intracerebral hemorrhage
Dachang Qiu, Guangwei Li, Yongfei Dong. Frontiers in Neurology, 2025. Cites: paper

Association between the development of sepsis and the triglyceride-glucose index in acute pancreatitis patients: a retrospective investigation utilizing the MIMIC-IV database
Lin Xu, Xuejing Li, Na Zhang et al. BMC Gastroenterology, 2025. Cites: paper

Leveraging machine learning and rule extraction for enhanced transparency in emergency department length of stay prediction
Waqar Aziz Sulaiman, Charithea Stylianides, Andria Nikolaou et al. Frontiers in Digital Health, 2025. Cites: paper

Scoping review of knowledge graph applications in biomedical and healthcare sciences
Sanjay Budhdeo, Joe Zhang, Yusuf Abdulle et al. Wellcome Open Research, 2025. Cites: paper

The Predictive Value of Red Cell Distribution Width for the Risk of Sepsis in Patients with Acute Pancreatitis: A Retrospective Cohort Study
Chao Yang, Haijun Cao, Shanshan Chen et al. Pancreas, 2025. Cites: paper

Correlation between baseline anion gap and early acute kidney injury in patients with acute pancreatitis in the intensive care unit: A single-center retrospective cohort study
Yaqing Zhang, Haiping Ma, Rui Wang et al. PLoS ONE, 2025. Cites: paper

AI-Driven Diagnosis and Treatment Recommendation in Healthcare: A Hybrid Deep Learning Framework
Satyanarayana Murthy Polisetty. International Journal of Scientific Research in Computer Science Engineering and Information Technology, 2025. Cites: dataset, paper

Anion gap predicting 90-Day mortality and guiding furosemide use in ARDS
Yumin Li, Wenjian Luo, Qiuyue Wang et al. Scientific Reports, 2025. Cites: paper

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