Publications citing MIMIC-IV v3.1

Causality-informed models for multidrug-resistant organism prediction: Enabling effective ICU antibiotic stewardship
Linna Wang, Xinyu Guo, Yimin Chen et al. International Journal of Antimicrobial Agents, 2026. Cites: paper

Explainable machine learning predicts mortality in critically ill patients with nonvariceal upper gastrointestinal bleeding: a MIMIC-IV study with external validation
Jialin Lu, Chuting Yu, Hangbang Li et al. BMC Gastroenterology, 2026. Cites: paper

Multimodal AI-based 28-day mortality prediction of pneumonia patients at ED discharge: a multicenter study
Sunjin Hwang, Sejin Heo, Sungjun Hong et al. Scientific Reports, 2026. Cites: dataset, paper

A clinical environment simulator for dynamic AI evaluation
Luyang Luo, Sung Eun Kim, Xiaoman Zhang et al. Nature Medicine, 2026. Cites: paper

An Agentic AI system for disease diagnosis with explanations
Shivani Dhiman, Anjali Thukral, Punam Bedi. Informatics and Health, 2026. Cites: paper

Associations Between Albumin-Corrected Anion Gap and Mortality in Heart Failure Patients with Chronic Obstructive Pulmonary Disease: A Retrospective Cohort Study
Gang Wu, Huanya Ke, Zhaoxia Jin et al. International Journal of COPD, 2026. Cites: paper

Blood urea nitrogen and in-hospital mortality in critically ill patients with MI or cardiogenic shock: Analysis of the MIMIC-IV database
Sadaf Derakhshandeh, Sepehr Ramezanipour, Golnaz Yazdanpanah et al. JRSM Cardiovascular Disease, 2026. Cites: paper

Geriatric nutritional risk index as a predictor of 28-day and 365-day mortality in patients with heart failure complicated by sepsis: A retrospective cohort study using the MIMIC-IV database
Yameng Wang, Maosheng Wang, Ling Wang et al. Journal of Acute Disease, 2026. Cites: paper

Identification of Important Risk Factors for Hypoproteinemia in Polycystic Ovaries Patients
Ziqi Cheng, Yapei Lu. International Journal of Women s Health, 2026. Cites: paper

Impact of central venous pressure trajectories on prognosis in ICU patients with sepsis
Jiayi Chen, Shuhao Que, Guangyong Jin et al. Scientific Reports, 2026. Cites: paper

Impact of early dexmedetomidine administration on short‐ and long‐term outcomes in critically traumatic brain injury patients: A retrospective study using the MIMIC‐IV database
Yang Long, Long‐Zhen Liu, Xiao‐Xue Tan et al. Ibrain, 2026. Cites: paper

Impact of empiric anti-MRSA therapy on survival outcome in severe acute pancreatitis: a MIMIC-IV cohort study
Yinghui Hong, Mingliang Ye, Junshi Wang et al. Medicina Intensiva, 2026. Cites: paper

Novel inflammatory biomarkers enhance prediction of sepsis-associated acute kidney injury: a machine learning approach
Yu Zhang, Xiaotong Han, Siyu Lu et al. Emergency and Critical Care Medicine, 2026. Cites: paper

On the purpose of artificial intelligence in critical care medicine
Cristian Drudi, Sarah Christina Matta, H. Lee et al. Journal of Translational Critical Care Medicine, 2026. Cites: paper

Condition-fusion-and-hiding denoising diffusion model for electrocardiogram lead reconstruction
Xiaoyang Wei, Zhiyuan Li, Yuanyuan Tian et al. iScience, 2026. Cites: paper

Prognostic value of the FBG/HDL-C ratio for 28-day all-cause mortality in critically ill patients: a retrospective cohort study with external validation
Xiao-jun Xiang, Li Ma, Xiao-long Sun et al. European journal of medical research, 2026. Cites: paper

101 machine learning algorithms for predicting mortality in critically ill patients with spinal cord injury and sarcopenia: a multi-database study
Lei Zhang, Chuanxiong Li, Houjun Zhou et al. BMC Medical Informatics and Decision Making, 2026. Cites: paper

Advances in principles and technologies of non-mechanical blood pressure monitoring
Zixin Zheng, He Hao, Yiwen Huang et al. npj Cardiovascular Health, 2026. Cites: paper

Association between stress hyperglycemia ratio and mortality in patients with heart failure and acute kidney injury
Susu He, Yongkang Wang, Hui Li et al. European journal of medical research, 2026. Cites: paper

Development and external validation of a machine learning model for predicting in-hospital mortality in ICU patients with diabetic kidney disease: a study utilizing the MIMIC database and a Chinese cohort
YuNan Han, Rumeng Mao, 熊成悦 et al. Frontiers in Endocrinology, 2026. Cites: paper

Bayesian Networks and AI in COPD Predictive Modeling: Automating Reporting and Decision Support with NLP
Assel A. Abdildayeva, Assem Shayakhmetova, Ali Duisen. WSEAS TRANSACTIONS ON BIOLOGY AND BIOMEDICINE, 2026. Cites: paper

Blood Pressure Variability and Acute Kidney Injury in Traumatic Intracranial Hemorrhage : A Retrospective Cohort Study Using the MIMIC-IV Database
Jonghee Han, Hong Jin Kim. Journal of Korean Neurosurgical Society, 2026. Cites: paper

LAST-CBPM: photoplethysmography-based quasi-continuous blood pressure monitoring algorithm
Jiancheng Song, Zhenjia Liu, Yanqi Huang et al. Biomedical Signal Processing and Control, 2026. Cites: paper

Logarithmically transformed lactate-to-hemoglobin ratio demonstrates a threshold effect on 28-day mortality in sepsis: Analysis of the MIMIC-IV database
Huang Chen, Da Ke, Xiuqin Zheng et al. PLoS ONE, 2026. Cites: paper

Microbiological landscape in critical care: 14-year analysis of 42,722 ICU patients using MIMIC-IV database
Shankar Kumar Biswas, Mirza Mohammad Ali Baig, Alaa Al Amiry et al. International Journal of Infectious Diseases, 2026. Cites: paper

Predicting ICU Readmission Afte Intracerebral Hemorrhage: A Deep Learning Framework Using MIMIC Time-Series Data
Sergio Celada-Bernal, Alejandro Piñán-Roescher, Ruymán Hernández-López et al. Applied Sciences, 2026. Cites: paper

Association between albumin-corrected calcium and prognosis in patients with sepsis: a retrospective study based on the MIMIC-IV database
Miao Shi, Hu Sun, Chang Du et al. Journal of Investigative Medicine, 2026. Cites: paper

Behavioral Telemetry in the ICU: Missing Orientation Assessment Predicts Mortality in Patients with Low Acute Physiologic Derangement
Greg Born. medRxiv, 2026. Cites: dataset

Correlation between the glucose-to-potassium ratio and short-term death rate in patients with acute kidney injury: A retrospective cohort study based on MIMIC-IV database
Yaning Zheng, Dan Wu, Jingjing Shao. Journal of Investigative Medicine, 2026. Cites: paper

Critical value of platelet transfusion to reduce the risk of death in aortic dissection (AD) patients: a study based on the MIMIC-IV database
Hejia Wan, Bingqi Wei, Haihong Yang et al. Acta cardiologica. Supplementum, 2026. Cites: paper

Early detection of chronic kidney disease based on a SURD-enhanced machine learning model
Ningning Xue, Tiantian Bai, Xianjie Jia et al. Scientific Reports, 2026. Cites: paper

MedRep: medical concept representations for general electronic health record foundation models
Junmo Kim, Namkyeong Lee, Jiwon Kim et al. Journal of the American Medical Informatics Association, 2026. Cites: paper

Opioid Escalation in the ICU and 90-Day Readmission After Major Surgery: A Retrospective Cohort Study Using the MIMIC-IV Database
Angel G A Prempeh, Allison Tenfelde. Journal of Intensive Care Medicine, 2026. Cites: paper

Prognostic Value of Blood Urea Nitrogen for Acute Kidney Injury and Mortality in Vasculitis: A Large Cohort Study Using Multivariate Joint Model and Machine Learning
Si Chen, Rongfeng Liu, Yongzhi Zhang et al. Diagnostics, 2026. Cites: paper

Robust drug recommendation based on patient status awareness and unbiased prediction
Gangfeng Ma, Xilin Wen, Xu-Hua Yang et al. Information Processing & Management, 2026. Cites: paper

Diabetes and Pressure Injury in Critical Care Patients ≥65 Years
Jenny Alderden, Jonas Prince, Susan M. Kennerly et al. Critical Care Nursing Quarterly, 2026. Cites: paper

Explainable multimodal deep learning models for variable-length sequences in critically ill patients
Jennifer Martin, Majid Afshar, Askar Safipour Afshar et al. Journal of Biomedical Informatics, 2026. Cites: paper

Prognostic value of blood glucose trajectories in critically ill patients with intracerebral hemorrhage: A retrospective cohort study
Huan Zuo, Xin Zuo, Yaxin Zhang et al. PLoS ONE, 2026. Cites: paper

A clinically interpretable prediction model for acute mortality in patients with pneumonia requiring mechanical ventilation
Haiming Hu, Yao Zu, Lijuan Zhao et al. Respiratory Research, 2026. Cites: paper

Association of non-high-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratio (NHHR) with 90-day mortality in acute pancreatitis: A MIMIC-IV database analysis
Jiali Xu, Jing Long, Gang Luo et al. PLoS ONE, 2026. Cites: paper

Differential analysis of mean blood glucose levels from venous and fingertip in predicting 30-day mortality among ICU patients with severe trauma: A retrospective study utilizing the MIMIC-IV database
Fei Yin, Zhenguo Qiao, Xiaofei Wu et al. PLoS ONE, 2026. Cites: paper

Prognostic value of blood urea nitrogen to albumin ratio in critically ill cirrhotic patients with ascites
Yuxin Duan, Weifan Sui, Zefeng Cai et al. Scientific Reports, 2026. Cites: paper

Vitamin D supplementation is associated with improved outcomes in critically ill patients with acute pancreatitis in the intensive care unit: a retrospective analysis based on the MIMIC-IV database
Fei Zhang, Weijuan Hu, Yonghao Ouyang. Research Square, 2026. Cites: paper

Computational physiological models for hemodynamic management in critical care: a systematic literature review focusing on model design, credibility and clinical readiness
M.P. Mulder, R. S. P. Warnaar, T.F. Arendshorst-Ruuls et al. Computers in Biology and Medicine, 2026. Cites: paper

Large language models in radiogenomics: a comprehensive survey of applications from imaging to genetics
Muhammad Nadeem Cheema, Anam Nazir, Arif O. Harmanci et al. The Visual Computer, 2026. Cites: paper

Fine-tuning foundational models to code diagnoses from veterinary health records
Mayla R. Boguslav, Adam Kiehl, David Kott et al. PLOS Digital Health, 2026. Cites: paper

MedAssist: Towards Explainable Multi-Task ICU Risk Prediction for Clinical Deployment
Tenicka Norwood, Jaclyn Claiborne, Pushpita Chatterjee et al. IEEE SoutheastCon, 2026. Cites: paper

Association of De Ritis ratio with mortality in ICU patients with sepsis-associated acute kidney injury: a retrospective multicenter cohort study
Sheng Chen, Xuejin Ye, Lin Guo et al. BMC Infectious Diseases, 2026. Cites: paper

Comorbidity Classification from Clinical Free-Text using Large Language Models: Application to Sleep Disorder Patients
Yihan Deng, Fabio Dennstädt, Irina Filchenko et al. Journal of Medical Systems, 2026. Cites: paper

Prospective Multicenter Validation of Machine Learning Models for Mortality Prediction in Adult Critically Ill Patients using Transfer Learning
Ioannis Papapanagiotou, Charikleia S. Vrettou, Μαρία Θεοδωρακοπούλου et al. Research Square, 2026. Cites: paper

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