Publications citing MIMIC-IV v3.1

Association between senna use and outcomes in critically ill patients with hepatic failure: A propensity score-matched real-world cohort study
Qilin Yang, Pei Mo, Angda Wu et al. Phytomedicine, 2026. Cites: paper

Association of stress hyperglycemia ratio with 1-year all-cause mortality in patients with acute myocardial infarction and chronic kidney disease: a retrospective two-cohort study
Feier Wu, Qianyun Wu, Ning Zhang et al. European journal of medical research, 2026. Cites: paper

Comparative prognostic value of TyG index and TyG-BMI for 90-day all-cause mortality in critically ill older adults with ASCVD: a machine learning analysis of the MIMIC-IV database
S P Zhao, Qianqian Wang, Xingyu Li et al. Cardiovascular Diabetology, 2026. Cites: paper

Reproducible clinical archetypes in acute respiratory failure: a multi-cohort trajectory analysis
Dominic Charles Marshall, Ashleigh D. Green, Matthieu Komorowski et al. Intensive Care Medicine, 2026. Cites: paper

Prediction Model for Delirium in Patients with Sepsis-Associated Liver Injury: An Interpretable Machine Learning Approach
Qingwei Ren, Yanyan Chen, X Xu et al. Journal of Intensive Care Medicine, 2026. Cites: paper

Association between poor prognosis and changes in laboratory indicators in patients after cardiac surgery with cardiopulmonary bypass and therapeutic intervention by Ulinastatin: analysis of the MIMIC-IV database and network meta-analysis
Yan Zhang, Xiaoxuan Song, Junyi Chu et al. International Journal of Surgery, 2026. Cites: paper

HbA1c measurement is associated with optimizing outcomes in acute pancreatitis: a retrospective study
Kang Nie, Xiaoxi Xie, Shizhen Tu et al. Research Square, 2026. Cites: paper

LDAR outperforms other albumin-derived indices in predicting 28-day ICU mortality in critically ill myocardial infarction patients: a two-cohort study
XiongWei Meng, Yi Ou, Jialin Mao et al. Frontiers in Medicine, 2026. Cites: paper

Pre-admission polypharmacy burden and intensive care unit outcomes in patients with sepsis: A retrospective cohort study using the MIMIC-IV-ED linked database
Farhana Haque, Mahmudul Hasan. medRxiv, 2026. Cites: paper

Prognostic value of the hemoglobin glycation index in critically ill patients with hemorrhagic stroke: A retrospective cohort study using MIMIC-IV
Li Zeng, Chao Deng, Xiaobo Wu et al. Medicine, 2026. Cites: paper

A physiology-guided temporal graph learning approach for intensive care mortality prediction
Jeethu Joseph, M. V. Judy. Healthcare Analytics, 2026. Cites: paper

Transfer Learning and Multi-Task Optimization for Multi-Modal Heart Disease Prediction: Integrating Clinical Data and ECG Signals with Uncertainty Quantification
Masoud Amiri, Parand Shariatrad. Biomedical Signal Processing and Control, 2026. Cites: paper

Blood biomarker trajectories in ICU-directed prediction models – A scoping review
Cristiana P. Von Rekowski, Tiago A. H. Fonseca, Rúben Araújo et al. The EPMA Journal, 2026. Cites: paper

CDMed: Medication Recommendation via Causal Inference and Dual-Granularity Information Enhancement
J S Liu, Haitao Wang, Jianfeng He. Electronics, 2026. Cites: paper

Collaborative Knowledge Graph–Large Language Model Framework for Aging-Oriented Medical Question Answering
Pei Yin, Min Huang, Menglin Cui et al. International Conference on Computer Supported Cooperative Work in Design (CSCWD), 2026. Cites: paper

Deep-learning time-series anomaly detection of acute kidney injury from creatinine–eGFR trajectories in the ICU
Yoonjin Kang, Soojeong Yun, Seung Min Song et al. PLOS Digital Health, 2026. Cites: paper

Development and validation of the C-reactive protein–triglyceride-glucose index for predicting short- and long-term mortality in critically ill patients with coronary artery disease: a multicenter cohort study
Jie Yang, Yilin Xia, Weixi Guo et al. Frontiers in Cardiovascular Medicine, 2026. Cites: paper

Development Process of a Clinical Decision Support System for Empiric Antibiotic Therapies in Patients With Sepsis: Case Study
Sophie Schmiegel, Hannah Marchi, Philipp Hege et al. JMIR Medical Informatics, 2026. Cites: paper

The cholesterol, high-density lipoprotein, and glucose index as a metabolic-nutritional biomarker for risk stratification in hospitalized heart failure patients
Zefan Huang, Liusheng Xu, Jinhui Zhang et al. Frontiers in Nutrition, 2026. Cites: paper

Adversarial Robust Federated Learning for Secure Mortality Risk Prediction using Multi-Institutional Electronic Health Records (EHRs)
Saswati Chatterjee, Suneeta Satpathy. Journal of Visualized Experiments, 2026. Cites: paper

Association of Presepsis Statin Prescription With Kidney and Mortality Outcomes: Cause-Specific, Overlap-Weighted Analyses
Min Woo Kang, Soojeong Yun, Seung Min Song et al. Kidney Medicine, 2026. Cites: paper

Development and external validation of an interpretable early prediction model for acute kidney injury using TabPFN and routine admission data: a retrospective cohort study
Zheng Xu, Chenyu Li, Chen Guan et al. BMC Medical Informatics and Decision Making, 2026. Cites: paper

Gender disparities in rehospitalizations after coronary artery bypass grafting: evidence from a sparse functional causal mediation analysis of the MIMIC-IV data
Henan Xu, Yeying Zhu, Donna L. Coffman. Journal of the Royal Statistical Society Series C (Applied Statistics), 2026. Cites: dataset

Intelligent Data Governance: Applying AI to Ensure Quality, Privacy, and Compliance in Business Intelligence
Mohammad Ali Al Khaldy, Ahmad Altarawneh, Ameen Shaheen. International Conference on Computational Intelligence Approaches and Applications (ICCIAA), 2026. Cites: paper

Interpretable machine learning for predicting in-hospital mortality in COPD ICU patients: a rigorous validation across time and geography
Yunhang Li, Xiaoli Bu, Zhengguang Geng et al. Respiratory Research, 2026. Cites: paper

Investigating organ dysfunction patterns in sepsis: a multidimensional approach
Ting Zhang, Mutian Yang, Jingyuan Xie et al. Journal Of Big Data, 2026. Cites: paper

Early echocardiographic elevated filling-pressure phenotype and in-hospital mortality in critically ill adults with preserved left ventricular ejection fraction: a retrospective cohort study
Hasan Burak İşleyen, S. Bulut, Oğuzhan Abanoz et al. BMC Cardiovascular Disorders, 2026. Cites: paper

Early Magnesium Sulfate Administration and Mortality in Critically Ill Patients with Pneumonia: A Retrospective Analysis of the MIMIC-IV Database
Thanh Luan Nguyen, Heng T. Duong, Thi Bao Yen Nguyen et al. Journal of Intensive Care Medicine, 2026. Cites: paper

Early Prediction of Ventilator-Associated Pneumonia in Traumatic Brain Injury Patients: A Deep Learning Approach
P. S. Abhinaya, J. Gowthami, N. Shanthi et al. International conference Computer Networks and Inventive Communication Technologies, 2026. Cites: paper

Elevated plasma cholesterol improves sepsis outcome by promoting hepatic metabolic reprogramming
Qian Wang, Jianyao Xue, Ling Guo et al. Frontiers in Immunology, 2026. Cites: paper

Explainable Machine Learning Models for Predicting Invasive Ventilation in ICU Patients Receiving High-Flow Nasal Cannula Therapy: A Retrospective Study Using the MIMIC-IV Database
Ruijuan Wang, Yu Zhang. Research Square, 2026. Cites: paper

Triglyceride–Glucose Index Modifies Mortality Risk Across Body Mass Index Strata in Critically Ill Patients: A Retrospective Cohort Analysis of the MIMIC-IV Database
Yi Hu, Fan Ping, Wei Bao et al. Journal of Clinical Medicine, 2026. Cites: paper

Aspirin mitigates sepsis-associated encephalopathy by modulating ICAM-1 and MMP-9 signaling: Evidence from clinical cohorts and mechanistic experiments
Yi Cui, Siyu Lu, Kunpeng Lv et al. Experimental Neurology, 2026. Cites: paper

Beyond binary AKI classification: development and external validation of a distributional model predicting serum creatinine and urine output trajectories in ICU patients
Jef Jonkers, Anahita Rouzé, Jarne Verhaeghe et al. Critical Care, 2026. Cites: paper

Development of an Artificial Intelligence Model to Predict Endotracheal Intubation in Critically Ill Patients in Real Time
Da Hye Moon, Minkyu Kim, Seon‐Sook Han et al. Journal of Clinical Medicine, 2026. Cites: paper

Evaluating Large Language Models for Automated Data Cleaning and Feature Engineering in Clinical Datasets
Shimul A Babli, Pulkit Gairola, Chukwuemeka E. Ogbu et al. Cureus, 2026. Cites: paper

GHOSTS: Validated generation of synthetic hospital time series
Rustam Zhumagambetov, Niklas Giesa, Sebastian Daniel Boie et al. Artificial Intelligence in Medicine, 2026. Cites: paper

Methodological discordance between apical four-chamber and biplane Simpson’s method for left ventricular ejection fraction: a retrospective study of a credentialed echocardiographic dataset
Hasan Burak İşleyen, Sevil Tugrul Yavuz, S. Bulut et al. BMC Cardiovascular Disorders, 2026. Cites: paper

Superlearner can predict in-hospital mortality risk in critically ill patients with ischemic stroke: development and international validation
Xiaolong Hu, Shifei Ye, Rongguo Hu et al. BMC Medical Informatics and Decision Making, 2026. Cites: paper

SurvivEHR: a competing risks, time-to-event foundation model for multiple long-term conditions from primary care electronic health records
Charles Gadd, Krishna Margadhamane Gokhale, Aditya Acharya et al. npj Digital Medicine, 2026. Cites: paper

Impact of Data Imputation on Overfitting in ICU Length of Stay Predictions
Mahmad Isaq Karankot, Bradley M. Whitaker. Intermountain Engineering, Technology and Computing (IETC), 2026. Cites: paper

L-shaped relationship between hemoglobin glycation index and short-term mortality in patients with intracerebral hemorrhage: A retrospective cohort study
Jia Xu, Guangdong Wang, Yongfeng Ni. PLoS ONE, 2026. Cites: paper

Early prediction of in-hospital mortality in ICU patients with heart failure using an interpretable machine learning model: a retrospective study based on MIMIC-IV
Meiqi Sun, Ping Lu, Jing Cheng et al. BMC Cardiovascular Disorders, 2026. Cites: paper

Explainable ICD coding via MediThoth: A multimodal clinical decision support system
Mostafa M. Elbehery, Mohamed Sobhy Mohamed, Mohamed A. Elshafey. Array, 2026. Cites: paper

On the optimal sodium correction rate in hyponatraemia and clinical outcome: a meta-analysis
Ludwig Matrisch, Yannick Rau, Lars Graßhoff et al. Emergency Medicine Journal, 2026. Cites: paper

Privacy-Preserving Federated Learning for Multi-Disease ICU Outcome Prediction Under Realistic Clinical Heterogeneity
Arya Jadhav, Amogha Khare, Manas Bhise et al. International Conference on Computing, Communication and Green Engineering (CCGE), 2026. Cites: paper

The association between glycemic variability and atrial fibrillation/in-hospital mortality in white and non-white patients with acute myocardial infarction: A retrospective cohort study
Tong Liu, Zhaojie Meng, Dan Li et al. Journal of the National Medical Association, 2026. Cites: paper

Utility of Repeating Blood Cultures in Candidemia: Insights From 2 Large Clinical Data Repositories
Hisato Yoshida, Max W. Adelman, Francis Ifiora et al. Clinical Infectious Diseases, 2026. Cites: paper

Association between the blood urea nitrogen to albumin ratio and all-cause mortality in critically ill patients with liver cirrhosis
Jian Liao, Maojuan Wang, Mingyang Du et al. BMC Gastroenterology, 2026. Cites: dataset

Association of serum lactate and one-year mortality among women with coronary artery bypass grafting surgery: filling gaps in female
Rong Zhang, Kai Zhang, Bo Li. Journal of Cardiothoracic Surgery, 2026. Cites: paper

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