Publications citing MIMIC-IV v3.1

Toward generalizable and interpretable machine learning models in healthcare: Insights from ICU outcome predictions
Lasse Bohlen, Julian Rosenberger, Nico Hambauer et al. Health Care Management Science, 2026. Cites: paper

Generating Databases from Natural Language Specification
Aviroop Mitra, Anupam Sanghi. 2026. Cites: dataset

Machine learning prediction of PICC-associated thrombotic complications in critically ill patients
Liyan Xia, Hailan Jiang, Yanfei Zhang et al. BMC Medical Informatics and Decision Making, 2026. Cites: dataset

Admission hemoglobin–shock index phenotypes and 365-day mortality in acute myocardial infarction: a dual-cohort study
Yanlong Zhao, Yuanyuan Zhao, Haodong Jiang et al. European journal of medical research, 2026. Cites: dataset, paper

Association between baseline-stratified trajectory subgroups of serum albumin and outcomes in critically ill patients with early sepsis-associated acute kidney injury: a retrospective study
Qiang Gao, Xinwu Lai, Yu Tian et al. Frontiers in Medicine, 2026. Cites: dataset, paper

Association between lactate-to-albumin ratio and all-cause mortality in critically ill hepatic failure patients with sepsis: A retrospective cohort study
J J Li, Shifeng Pang, Ximan Ye et al. Medicine, 2026. Cites: paper

Association between the development of sepsis and the BAR index in patients with acute pancreatitis: A retrospective investigation based on MIMIC-IV database
Jinhai Wang, Fuhong Zheng, Lei Zhu et al. Medicine, 2026. Cites: paper

Association between triglyceride glucose-body mass index and all-cause mortality in critically ill patients with atherosclerotic cardiovascular diseases: a retrospective cohort study using the MIMIC-IV database
Yaxin Liu, Chenxi Fu, Fengao Li et al. BMC Cardiovascular Disorders, 2026. Cites: paper

Challenges and opportunities in ECMO monitoring: A mixed-methods appraisal
Wei Yin, Alisa Permessur, George Pittas et al. Journal of ExtraCorporeal Technology, 2026. Cites: paper

Development and external validation of an ICU mortality prediction model using routinely collected clinical data
Jiani Zhu, Zhiyu Xie, J H Liu et al. Medicine, 2026. Cites: paper

EviDex: Provenance-Weighted Evidence-Path Indexing for Fresh and Auditable Retrieval under Continuous Updates
Rui Li, Shuang Cao, Ruihua Liu et al. Proceedings of the ACM on Measurement and Analysis of Computing Systems, 2026. Cites: paper

Integrating Inflammatory and Endothelial Biomarkers in Machine Learning Models to Predict Sepsis Development in Critically Ill Patients: A Combined Retrospective and Prospective Multicenter Study
Ioannis Papapanagiotou, Alice Georgia Vassiliou, Charikleia S. Vrettou et al. Research Square, 2026. Cites: paper

Laboratory frailty index and in-hospital mortality in ARDS: A retrospective cohort study
Jiaqi Huang, Jialiang Du, Xinxing Zhang et al. Medicine, 2026. Cites: paper

Predictive value of the prothrombin time-to-albumin ratio for 28- and 90-day mortality in lung cancer patients admitted to the intensive care unit: A retrospective cohort study
Fengjuan Jia, Guodong Xia, Tao Xu et al. Medicine, 2026. Cites: paper

The Neutrophil Percentage to Albumin Ratio as an Independent Risk Factor for Severe Consciousness Disorders and In-Hospital Mortality Following Pulmonary Surgery
Yunfei Mu, Haosong Bai, Xin Huang et al. Journal of Investigative Surgery, 2026. Cites: paper

Toward trustworthy digital healthcare: A system-level convergence of IoMT, large language models, and explainable AI
Maria Bashir, Shaker El–Sappagh, Simon S. Woo et al. Information Fusion, 2026. Cites: paper

Association between hemoglobin-to-red blood cell distribution width ratio trajectory patterns and in-hospital mortality in critically ill patients with cirrhosis: a retrospective cohort study based on MIMIC-IV and eICU-CRD
Zhikai Zhang, Peng GuangRen, Meihua Zhou et al. BMC Medical Informatics and Decision Making, 2026. Cites: dataset, paper

Association of Stress Hyperglycemia Ratio with Mortality in Critically Ill Patients with Chronic Ischemic Heart Disease: A Retrospective Study Based on the MIMIC-IV Database
Chao Wu, Zhicheng Lu, Long Tang et al. Research Square, 2026. Cites: paper

Clinical agents fail silently on patient identity
Eyal Klang, Benjamin Scott Glicksberg, Alon Gorenshtein et al. International Journal of Medical Informatics, 2026. Cites: paper

Critical appraisal of fairness metrics for artificial intelligence-based clinical prediction models: a scoping review
João Carlos Ramos Gonçalves de Matos, Ben VAN CALSTER, Leo Anthony Celi et al. The Lancet Digital Health, 2026. Cites: paper

Endothelial Activation and Stress Index predicts short- and long- term mortality in septic shock: a multi-cohort study
XinYang Jin, Kangxing Wang, Yongfang Zhou. Research Square, 2026. Cites: paper

Impact of hemoglobin glycation index and stress hyperglycemia ratio on short-term mortality in critically ill patients with heart failure: a retrospective cohort study using the MIMIC database
Min He, Lingyan Lei, Siyu Ren et al. Nutrition Metabolism and Cardiovascular Diseases, 2026. Cites: paper

Patient-Facing Radiology Communication with LLMs: Calibration Deficit and the Metadata Paradox
Cheong Shin, Jung Hyun Park, Sung Jun Kim et al. Healthcare, 2026. Cites: paper

RDW-to-Albumin Ratio Predicts Short- and Long-term Mortality in Critically Ill Patients with Cancer and Heart Failure: A Retrospective Cohort Study From the MIMIC-IV Database
Chengyan Shi, Ruikun Jiang, Liwen Xu et al. Research Square, 2026. Cites: paper

A Neuro-Cognitive Quantum Architecture for Trustworthy AI in Ultra-Scarce Medical Environments
Soufiane Ben Othman, Obaid Ali. Cognitive Computation, 2026. Cites: dataset

Aspirin is associated with improved outcomes in sepsis patients with atrial fibrillation: an analysis of the MIMIC-IV and eICU-CRD databases
Fangchao Chen, Yufeng Zhong, Dianyang Wang et al. Frontiers in Cardiovascular Medicine, 2026. Cites: paper

Association between trajectory of intracranial pressure and all-cause mortality in patients with non-traumatic subarachnoid hemorrhage: A retrospective cohort study from 2008 to 2022
Yang Liu, Shaojie Guo, Gaofeng Li et al. Neurosurgical Review, 2026. Cites: paper

Predictive ability of GNRI, CONUT, and mNUTRIC scores for all-cause mortality and development of explainable machine learning models in critically ill patients with coronary artery disease: A retrospective analysis using the MIMIC-IV database
Yunfei Gao, Ben Hu, Han Yang et al. Research Square, 2026. Cites: paper

The new SOFA for sepsis identification and mortality prediction: a multicenter cohort study
Lina Zhao, Qian Cui, Jie Liu et al. Journal of Intensive Care, 2026. Cites: paper

CBC-derived inflammatory indices predict adverse outcomes in geriatric emergency patients with acute infectious diarrhea: a MIMIC-IV analysis
Mete Tuğcan Üçdal, Karya Yurtsever, Evren Ekingen. Scientific Reports, 2026. Cites: paper

MSTR-RiskNet: A multi-scale temporal relational framework for training-related injury risk prediction
Zi Wang, Zhijun Guan, Zi Wang et al. Applied Soft Computing, 2026. Cites: paper

The impact of magnesium sulfate administration on outcomes in ICU patients with acute myocardial infarction: a retrospective cohort study
Guibao Jiang, Gangzhi Zhuang, Hui Zhao et al. Frontiers in Pharmacology, 2026. Cites: paper

Comparative prognostic performance of SOFA-1 and SOFA-2 in patients with sepsis at ICU admission
林丽芳, Zhifei Fu, Hongxia Sun et al. Clinical Medicine, 2026. Cites: paper

Phenotype discovery and mortality prediction in sepsis-induced myocardial dysfunction: a deep learning and stratified modeling approach
Yan Zhuang, Xin-yuan Zhang, Da-cheng Wang et al. BMC Medical Informatics and Decision Making, 2026. Cites: paper

ADHERE CART versus GWTG-HF for 30-day mortality and intensive care outcomes in emergency department patients with heart failure: A retrospective cohort study (MIMIC-IV-ED)
Ahmet Aykut, Cem Yildirim, Mehmet Veysel Öncül et al. Medicine, 2026. Cites: paper

Association between glycemic variability and mortality after coronary stent implantation in critically ill patients: a retrospective cohort study
Xiao-jun Xiang, Xiao-long Sun, Dong-Yu Ma et al. BMC Cardiovascular Disorders, 2026. Cites: paper

Blood Glucose Trajectories and Mortality in Sepsis-Induced Coagulopathy: A Latent Growth Mixture Modeling Analysis
Kai Qi, Chenjia Guo, Linhua Yang. Shock, 2026. Cites: paper

Respiratory Failure Risk Prediction Using Nursing Notes and Vital Signs
Yanli Zhang. International Conference on Health Big Data, 2026. Cites: paper

Association of Longitudinal Fibrinogen Trajectories with Mortality in Sepsis: A Group-based Trajectory Analysis
Jiamei Li, Ruohan Li, Yanli Hou et al. Thrombosis and Haemostasis, 2026. Cites: paper

Identifying Pre-Existing Diabetes at ICU Admission with Machine Learning on Public GOSSIS Data
Leyla Zhuhadar. Diabetology, 2026. Cites: paper

The predictive value of the hospital frailty risk score for 28-day mortality in older critically ill patients with acute ischemic stroke
Sen Zhang, Chang Liu, Shoudao Shi et al. BMC Geriatrics, 2026. Cites: paper

A Novel Healthcare Records Privacy-Preserving and Dynamic Error-Free Communication Medium based on Blockchain enabled IoT Technology
Anguraju Krishnan, Rajesh Arunachalam. International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV), 2026. Cites: paper

Disease and Health Surveillance in Companion Animals Using Artificial Intelligence and Machine Learning
Peter‐John M. Noble, Sean Farrell. Veterinary Clinics of North America Small Animal Practice, 2026. Cites: paper

Multicenter machine learning model for assessing the impact of malignancy on in-hospital mortality in heart failure patients: a clinical decision support system with interpretable artificial intelligence
Tao Zhang, Zihan Nan, Shaohan Guo et al. Scientific Reports, 2026. Cites: paper

Association Between Cumulative Sedative Exposure and ICU Length of Stay Without a Significant Association with Mortality
Josef Yayan. Life, 2026. Cites: paper

Development and Validation of an Interpretable Prediction Model for New-Onset Delirium within 7 Days following Sepsis Diagnosis among ICU Patients
Jianyuan Liu, Xiya Wang, Xiaoyu Liu et al. Research Square, 2026. Cites: paper

FairED: An Open Benchmarking Framework for Reproducible Evaluation of Algorithmic Fairness in Emergency Care Across Clinical Sites
Xinnie Mai, Yunqian Liu, Yilin Ning et al. Research Square, 2026. Cites: paper

Association between systemic immune-inflammation index and ICU-acquired infection in critically Ill patients without infection: a competing risks analysis from a retrospective cohort
Yulian Ren, Lizhong Jing, Dongqing Hu et al. BMC Infectious Diseases, 2026. Cites: dataset

Multi-source data integration through pooling and transfer learning improves generalizability and specialization of deep learning models for ICU mortality and length of stay prediction: a four-database external validation study
Jérôme Allyn, Matthieu Oliver, Raphaël Cerveau et al. Critical Care, 2026. Cites: paper

Relationship of glycemic variability with delirium and mortality among critically ill elderly patients with sepsis: A retrospective matched cohort study
Jianqin Huang, Jiexuan Xu, Yu Zhai et al. PLoS ONE, 2026. Cites: paper

Cited by