Publications citing MIMIC-IV v3.1

Lactate trajectories and outcomes in critically ill patients with septic shock: a retrospective analysis of the MIMIC-IV database
Yuanji Ma, Lingyao Du, Hong Tang. BMC Medical Informatics and Decision Making, 2026. Cites: paper

Prognostic Significance of the Prothrombin Time–International Normalized Ratio to Albumin Ratio in Cancer Patients with Complication of Sepsis: A Retrospectively Cohort Study
Tianyang Wang, Dandan Liu, Fangfang Niu et al. Shock, 2026. Cites: paper

Algorithmic antibiotic decision-making in urinary tract infection using prescriber-informed prediction of treatment utility
Alexander Howard, Peter L. Green, Yinzheng Zhong et al. npj Digital Medicine, 2026. Cites: dataset, paper

Intelligent Fusion: A Resilient Anomaly Detection Framework for IoMT Health Devices
Flavio Pastore, Raja Waseem Anwar, Nafaa Hadi Jabeur et al. Information, 2026. Cites: paper

Association of the triglyceride-glucose-body mass index with all-cause mortality in critically ill patients with hemorrhagic stroke: a retrospective cohort study from the MIMIC-IV database
ZhenKun Xiao, YongHong Duan, Yibo Yang et al. Neurosurgical Review, 2026. Cites: paper

Developing a multi-domain EHR foundation model for predicting Hepatitis B liver disease: a clinical perspective
Caroline Weis, Filippo Grazioli, Giovanni Visonà et al. medRxiv, 2026. Cites: paper

IKDP: Implicit Knowledge Enhanced Disease Prediction via heterogeneous admission sequence graphs
Zongbao Yang, Yuchen Lin, Yichen He et al. Artificial Intelligence in Medicine, 2026. Cites: paper

Using an Open–Source Large Language Model to Predict Current Procedural Terminology Codes from Interventional Radiology Post-Procedural Notes
Hossam A. Zaki, Xiao Wu, Jae Ho Sohn. Journal of Vascular and Interventional Radiology, 2026. Cites: paper

Deep Learning Decodes Latent ECG Signatures of Stress Cardiomyopathy
Jooyoung Ryu, Carl Harris, Chenjia Zhang et al. medRxiv, 2026. Cites: paper

Early identification biomarkers for kidney function impairment after coronary intervention in patients with acute coronary events: MIMIC-IV
Ziyi Wang, Chunxia Zhao. Current Problems in Surgery, 2026. Cites: paper

Federation, not centralization: a new paradigm for electronic health record–based critical care research
Patrick G. Lyons, Kevin G. Buell, Kathryn A. Connell et al. Annals of the American Thoracic Society, 2026. Cites: paper

Intensive Care Unit Quality Metrics
David J. Murphy, Andrea N. Sikora, Mark E. Mikkelsen et al. Critical Care Clinics, 2026. Cites: paper

Longitudinal Braden Scale Score Trajectories and Their Association With Pressure Injury Development in Mechanically Ventilated Patients: A Retrospective Cohort Analysis
Qiufeng Zhuang, Shiji Xiao, Xiuhua Zhou. Advances in Skin & Wound Care, 2026. Cites: paper

MedROAD V2: An AI-Integrated Electronic Medical Record System with Advanced Clinical Decision Support
Pierre Boulanger. AI in Medicine, 2026. Cites: paper

Multimodal data for predictive medicine: algorithmic fusion of clinical data in anesthesiology and intensive care
Sebastian Daniel Boie, Niklas Giesa, Maria Sekutowicz et al. Frontiers in Medicine, 2026. Cites: paper

Predictive value of the neutrophil-to-lymphocyte ratio for 28-day mortality in elderly patients with sepsis: a cohort study based on the MIMIC-IV database
Zhan-peng Lu, Yu-Chen Wang, Li Fu et al. BMC Infectious Diseases, 2026. Cites: paper

TARGET-AI: A Foundational Approach for the Targeted Deployment of Artificial Intelligence Electrocardiography in the Electronic Health Record
Evangelos K. Oikonomou, Bruno Batinica, Lovedeep Singh Dhingra et al. NEJM AI, 2026. Cites: paper

A comparative evaluation of handling missing data points and modalities in electronic health records
Aashish Bhandari, Sonika Tyagi. International Journal of Medical Informatics, 2026. Cites: paper

AI for Emergency Department Predictions
Surya Teja Gowd Ayinavilli, Dipesh Badal, John Staunton et al. Conference on Human Centred Artificial Intelligence - Education and Practice (HCAIep), 2026. Cites: paper

Clinical Natural Language Processing for Electronic Health Records in Mainland Scandinavian Languages: Systematic Review of Norwegian, Swedish, and Danish Studies (Preprint)
Ashenafi Zebene Woldaregay, Jørgen Aarmo Lund, Phuong Dinh Ngo et al. Journal of Medical Internet Research, 2026. Cites: paper

Multi Armed Bandit Based Adaptive Model Selection for Clinical AI Governance An Infrastructure Approach to Safer AI Use in U.S. Healthcare
Julian Yin Vieira Borges. Research Square, 2026. Cites: dataset

Platelet Recovery and Mortality in Septic Patients with Thrombocytopenia: A Propensity Score-Matched Analysis of the MIMIC-IV Database
Yi Zhou, Xiangtao Zheng, Yanjun Zheng et al. Journal of Clinical Medicine, 2026. Cites: paper

A Multimodal Rolling-Window Framework for ICU Transfer Prediction in Hospitalized Patients with Comorbid Hypertension
WenTing Liao, Min Wang, Li Li et al. Research Square, 2026. Cites: dataset

Unbiased clustering of acute-on-chronic liver failure patients using machine learning in a real-world ICU cohort
Mengyi Zhang, Fanpu Ji, Jian Zu et al. Nature Communications, 2026. Cites: dataset

Unintentional Weight Loss as a Predictor of Adverse Prognosis in Older Adults With Chronic Obstructive Pulmonary Disease in the Intensive Care Unit: A Retrospective Cohort Study
Hongtao Cheng, Yonglan Tang, Shanyuan Tan et al. Journal of the Academy of Nutrition and Dietetics, 2026. Cites: paper

Assessment of the impact of furosemide use on outcomes in patients with intra-abdominal hypertension: a retrospective cohort study from the MIMIC-IV database
Jing Wang, Xiaojie Zhang, Ziyue Wang et al. BMC Gastroenterology, 2026. Cites: paper

Association between initial diastolic arterial pressure and gastrointestinal dysfunction during the first ICU week in septic shock patients
Qianwen Wang, Ge Zhang. Scientific Reports, 2026. Cites: paper

Lactate to albumin ratio predicts one year mortality in ICU patients receiving invasive mechanical ventilation
Yunkai Mu, Fangqin Lou, Guibo Feng et al. Scientific Reports, 2026. Cites: paper

Prognostic Implications of Elevated Left Ventricular Ejection Fraction in Patients with Sepsis
Weibin You. Journal of Visualized Experiments, 2026. Cites: paper

Sedation level variability as an indicator for mortality in mechanically ventilated critically ill patients: a propensity score-weighted cohort study
Shu-Fen Liao, Chun‐Yao Huang, Ru-Ping Lee et al. Frontiers in Medicine, 2026. Cites: dataset

Tramadol use is associated with reduced 28-day mortality in ICU patients after cardiac surgery: a retrospective study based on the MIMIC-IV database
Jingyan Xu, Yang Zhang, Rongqing Gao. Frontiers in Pharmacology, 2026. Cites: paper

Temporal and comorbidity-aware representation of longitudinal patient trajectories from electronic health records
M Sreenivasan, Madhavendranath S, Anu Mary Chacko. Biomedical Physics & Engineering Express, 2026. Cites: dataset, paper

A Real-Time Dynamic Warning Method for MODS in Trauma Sepsis Patients Based on a Pre-Trained Transfer Learning Algorithm
Jiahe Wen, Guanjun Liu, Panpan Chang et al. Diagnostics, 2026. Cites: paper

Automated Logical Observation Identifiers Names and Codes mapping with biomedical natural language processing models: enabling scalable health information exchange via the Open Concept Lab
Parvati Naliyatthaliyazchayil, Venkat Ramana Sangam, Joseph Amlung et al. Journal of the American Medical Informatics Association, 2026. Cites: dataset

Inflammation mediates the association between the Prognosis Nutrition Index (PNI) and mortality in acute pancreatitis: evidence from international cohorts
Lingwei Huang, Dan Xiao, Lingjie Yan et al. Frontiers in Immunology, 2026. Cites: paper

Prediction hospital mortality for critical illness lung cancer patients with pneumonia
Caiyun Xu, Jing Li, Zhe Huang et al. BMC Infectious Diseases, 2026. Cites: paper

Validation of 13 102 International Classification of Diseases, Tenth Revision, Clinical Modification codes using a large language model-based system
Yichen Wang, Yilin Song, Rex K. Siu et al. Journal of the American Medical Informatics Association, 2026. Cites: paper

Association between intravenous magnesium sulfate and mortality in patients with sepsis-associated liver injury: a retrospective cohort study
Chen Ouyang, Yuxi Liu, Xin Li et al. Frontiers in Medicine, 2026. Cites: paper

Development and validation of a nomogram for predicting postoperative atrial fibrillation in trauma patients admitted to the ICU
Xiaojuan Xiong, Mi Zhou, Peng Hu et al. European journal of medical research, 2026. Cites: paper

Development of Machine Learning Models to Predict 28-Day Mortality in Patients with Sepsis-Associated Liver Injury
Yupeng Li, Junyi Fan, Kamiar Alaei et al. BioMedInformatics, 2026. Cites: paper

MediHC: An AI-powered framework for hierarchical disease classification using multi-head attention and contrastive learning
Yechi Xu, Shaokun Fan, Hongxun Jiang. Decision Support Systems, 2026. Cites: paper

The Association Between Atherogenic Index of Plasma and Postoperative Delirium in Cardiac Surgery Patients: An Analysis of the MIMIC-IV Database
Xiaqing Zhang, Mingliang Xing, Afen Zhang et al. Research Square, 2026. Cites: paper

Association between HALP score and in-hospital mortality in sepsis patients: a multicenter retrospective cohort study with external validation
Xingping Lv, Xiaobin Liu, Yezhou Shen et al. Frontiers in Public Health, 2026. Cites: dataset

Association of triglyceride-glucose index with all-cause mortality in critically ill non-diabetic ischemic stroke: a retrospective cohort study based on the MIMIC-IV database
Jiasheng Hou, Yuyang Hou, Changxiang Yu et al. BMC Cardiovascular Disorders, 2026. Cites: paper

Superior machine learning model for post-cardiac arrest mortality prediction: a MIMIC-IV cohort study
Danxia Chen, Guode Li, Qinqin Shu et al. Resuscitation Plus, 2026. Cites: paper

The impact of stress hyperglycemia ratio and glycemic variability on 1-year all-cause mortality in critically ill patients with intracerebral hemorrhage: a two-center retrospective study
Guo-Jun He, Yi-Fu Zhou, Sihua Chen et al. Research Square, 2026. Cites: dataset

Vancomycin is a risk factor for acute pancreatitis and increases the mortality rate in patients with severe pancreatitis
Yongxiang Wang, Hongye He, Zou Heng et al. Frontiers in Immunology, 2026. Cites: paper

Leveraging AI-driven multi-agents for next-generation software testing: a lattice-based cross-industry automation framework
Sooraj Ramachandran. International Journal of Information Technology, 2026. Cites: paper

Secure distributed multiple imputation enables missing data inference for private data proprietors
Haris Smajlović, Yi Lian, Qi Long et al. npj Digital Medicine, 2026. Cites: paper

Extracting geriatric syndromes from electronic health records: a scoping review
C. Squires, A. Duignan, A. Peterson et al. European Geriatric Medicine, 2026. Cites: paper

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