Publications citing MIMIC-IV v3.1

Baseline and 72-h dynamic laboratory deficit burden for mortality through day 90 after acute ischemic stroke in critical care: landmark analyses with temporal validation
Guangwei Gu, Haonan Shi, Ge Wang et al. Frontiers in Neurology, 2026. Cites: paper

Early EASIX and Short-Term Mortality After Acute Myocardial Infarction: A Dual-Cohort Prognostic Study
Yanlong Zhao, Wenyang Liu, Haodong Jiang et al. Journal of Clinical Medicine, 2026. Cites: paper

Early pharmacologic venous thromboembolism prophylaxis and in-hospital mortality in ICU patients with intracerebral hemorrhage: a landmark, propensity-weighted cohort study
Hongfu Chen, Jianyong Ji, Hui Zhang et al. Frontiers in Neurology, 2026. Cites: paper

HbA1c Stratification Identifies High-Risk ICU Patients: Mortality and Complications in a Retrospective Critical Care Cohort
Paul Karim, Isaac Huang, Jiahui Chen et al. Journal of Intensive Care Medicine, 2026. Cites: paper

Short-term mortality after intensive care admission in acute lymphoblastic versus predominantly acute myeloid leukemia: a retrospective cohort study using MIMIC-IV with eICU external replication
Zhe Li, Jin Yu. Frontiers in Oncology, 2026. Cites: paper

Systemic immune-inflammation index as a prognostic marker in heart failure with non-dialysis chronic kidney disease: a two-cohort derivation and validation study with head-to-head comparison against natriuretic peptides
Tao Chen, Manyang Chen, Mingzhu Hong et al. Frontiers in Cardiovascular Medicine, 2026. Cites: paper

Time-Series modeling for predicting mortality risk in intensive care unit patients with pulmonary inflammation
Yihai Zhai, Ruixin Xu, Haisu Lu et al. Frontiers in Medicine, 2026. Cites: paper

An interpretable machine learning model for early prediction of subsequent observed CRRT initiation in patients with sepsis-associated acute kidney injury
Yi Tang, Shuai Zhang, Qiujun Wang et al. Clinical and Experimental Medicine, 2026. Cites: paper

Early Lactate Trajectories and Outcomes in Veno-Arterial Extracorporeal Membrane Oxygenation–Supported Cardiogenic Shock: A Multicenter Study
Zhe Li, Wan Chen, Chenglong Li et al. ASAIO Journal, 2026. Cites: paper

ECG-based longitudinal risk prediction across diseases and organ systems
yilong ye, Zhiwei Zeng, Xin Tian et al. medRxiv, 2026. Cites: paper

Paired-Report Temporal Classification for Longitudinal Oncology Tracking
Sher Partap Singh, Anish Roychowdhury, Sunita Chauhan. Lecture notes in networks and systems, 2026. Cites: paper

Platelet-To-Red Blood Cell Ratio and Clinical Outcomes Among Massively Transfused Trauma Patients
Junying Li, Changxin Qi, Yingkai Xu et al. Journal of Surgical Research, 2026. Cites: paper

Six-Hour Sepsis Prediction in Intensive Care: Patient-Level Nested Validation of Structured, Centralized Multimodal, and Simulated Federated Models
Yingjuan Sun¹, Yuan Zuo¹, Dongbing Pu² et al. Research Square, 2026. Cites: paper

Association between systemic immune-inflammation index and in-hospital mortality in ICU patients with aspiration pneumonia: A retrospective cohort study based on MIMIC-IV database
Na Liu, Weimin Zhou. Therapeutic Advances in Respiratory Disease, 2026. Cites: paper

Association of Neutrophil Percentage‐to‐Albumin Ratio With Mortality in ICU Patients With Acute Pancreatitis: A Retrospective Study
Chunyan Wang, Chun Yang, Yingying Zhang et al. JGH Open, 2026. Cites: paper

Benchmarking biomedical foundation models
Julio Sáez-Rodríguez, Philipp Sven Lars Schäfer, Nikolaos Kalavros et al. Nature Methods, 2026. Cites: paper

Causal Representation Learning with Patient Similarity Graph Priors for Early Cardiovascular Risk Prediction from Longitudinal EHRs
Ijjana Prasanth Kumar, P. S. Pavan, Verum Manideep. International Conference on Intelligent Cyber Physical Systems and Internet of Things (ICoICI), 2026. Cites: paper

Correlation of red cell distribution width-to-albumin ratio combined with SOFA score with 28-day all-cause mortality in patients with acute pancreatitis: A retrospective study based on the MIMIC-IV database
Jianlei Chen, Hua Li, Hongfei Wang et al. PLoS ONE, 2026. Cites: paper

Dynamic Clinical States and Transitions During the First 72 Hours of Intensive Care After Acute Stroke
Ping LEI, Yanyi Xu, Yuxia Zhang. medRxiv, 2026. Cites: paper

Dynamic prediction of the development of extrahepatic organ failures in ICU patients with decompensated cirrhosis
Yee Hui Yeo, Linjie Que, Mengyi Zhang et al. eGastroenterology, 2026. Cites: paper

Early Detection of Clinical Deterioration in ICU Patients With Respiratory Failure Receiving Vasoactive Support: A Machine Learning Approach to Identifying High‐Risk Individuals
Mohammad Fathi, Hamed Markazi Moghadam, Mahdis Fathi et al. Health Science Reports, 2026. Cites: paper

Early multiorgan stress and time-varying mortality after cardiac surgery with postoperative hypoxemia: a 24-hour landmark cohort study
Peixia Yu, Xueying Mo, Siyang Zeng et al. Journal of Cardiothoracic and Vascular Anesthesia, 2026. Cites: paper

From biobanks to real-world evidence: architectural evolution of large-scale health databases and implications for future development
Yue Cai, Yiyang Liu, Ting Xu et al. Chinese Science Bulletin (Chinese Version), 2026. Cites: paper

Intelligent Lung Support in the Intensive Care Unit (IntelliLung): study protocol for an international observational, prospective, multicentre study
Raphael Theilen, Robert Huhle, Martin Scharffenberg et al. BMJ Open, 2026. Cites: paper

Intensive Monitoring, Big Data, and Artificial Intelligence in Critical Care
Daniel I. Rzewnicki, Sivasubramanium V. Bhavani. Critical Care Clinics, 2026. Cites: paper

Laboratory‐Detected Clostridioides difficile Stool‐Test Positivity and Mortality in Sepsis: A Retrospective Cohort Study
Jiyun Hu, Fuxing Deng, 胡听月 et al. Health Science Reports, 2026. Cites: paper

LDL-C equation disagreement as a threshold-integrity flag for orthogonal lipid confirmation
Ronald Doku, Nana Yaw A. Osafo, John Kwagyan et al. Journal of clinical lipidology, 2026. Cites: paper

Predominantly L-shaped association between hemoglobin glycation index and all-cause mortality in hospitalized patients with heart failure
Rui-yun Wu, Jia‐Hao Dou, Chen Guo et al. Diabetes and Vascular Disease Research, 2026. Cites: paper

Ramelteon and Mortality in Patients With Sepsis and Cancer: Insights From a Propensity‐Matched Analysis of the MIMIC ‐ IV Database
Chendong Wang, Mingjie Liu, Jia Song. Cancer Medicine, 2026. Cites: paper

Sampling-Aware Uncertainty Quantification for Small Multi-Hospital Federated Learning: A Heart Disease Benchmark
George Bennett Winarto, Ghinaa Zain Nabiilah. International Seminar on Application for Technology of Information and Communication (iSemantic), 2026. Cites: paper

The Limits of Patient Similarity: Graph Neural Networks versus Tabular Models for 30-Day Hospital Readmission
Miray Kol, Ege Erberk Uslu, Züleyha Akusta Dağdevıren et al. International Artificial Intelligence and Data Processing Symposium (IDAP), 2026. Cites: paper

Visual prompt engineering for multimodal and irregularly sampled medical data
Malte Tölle, Mohamad Scharaf, Samantha Fischer et al. Communications Medicine, 2026. Cites: paper

A Multimodal, Electrocardiography-Centric Clinical Data Platform With Artificial Intelligence-Assisted Querying for Cardiovascular Research
CARLOS RODRIGO RIVERO, Vicente Gallego Sánchez, Alejandro Cortés Beringola et al. Cureus, 2026. Cites: paper

Antiseizure Medication Administration Gaps Across the ICU-to-Floor Transfer: A Matched Within-Patient Comparison
Alon Gorenshtein, Yosef Adiniaev, Amir Srour et al. medRxiv, 2026. Cites: paper

Cost-Aware Active Feature Acquisition for Differential Diagnosis under Realistic Clinical Availability Constraints
Joseph Bingham, Netanel Arussy. medRxiv, 2026. Cites: paper

CPT/HCPCS Code Recommendation from Clinical Notes: A Comparative Evaluation of AI Methods
Qingyuan Song, Congning Ni, Weixin Liu et al. medRxiv, 2026. Cites: dataset, paper

Early and delayed acute kidney injury after contrast-enhanced CT in critically ill adults: a target trial emulation
Daniele Orso, Giovanni Aldegheri, Federico Fonda et al. Emergency Radiology, 2026. Cites: paper

Evaluating the Impact of Early RBC Transfusion on Acute Kidney Injury Following Cardiac Surgery
Riliang Ma, Fuhong Wan, Chen Zhao et al. Research Square, 2026. Cites: dataset

Half of alcohol, drug, and self-harm presentations cannot be identified in coded emergency department data: a diagnostic accuracy study of a large language model
Chris Humphries, Jonathan Brett, Franz Sebastian Gruber et al. medRxiv, 2026. Cites: paper

Predicting in-hospital mortality after cardiac surgery using machine learning: temporal validation in the MIMIC-IV database
Jianhui Zhou, Chengxin Zhang. Frontiers in Cardiovascular Medicine, 2026. Cites: paper

Prognostic Language and Subsequent Code-Status Limitation After Acute Brain Injury: A Multidatabase Observational Study
Alon Gorenshtein, Yosef Adiniaev, Amir Srour et al. medRxiv, 2026. Cites: paper

Silent Pain or Silent Records? Pain Visibility, Documentation Ethics, and Nursing Management in Neurocritical Care
Zhuanlian Li, Jiaqi You, Liuhua Zhang et al. Nursing Philosophy, 2026. Cites: paper

SYNODA: Synthetic Data-Oriented Domain Adaptation for Automatic Speech Recognition
Lukas Graf, Christian Bergler. Lecture notes in computer science, 2026. Cites: dataset

Association between blood urea nitrogen-to-creatinine ratio and mortality risk in critically ill patients with ventilator-associated pneumonia: a retrospective study
Lei Liu, Qiuli He, Muhuo Ji et al. Frontiers in Medicine, 2026. Cites: paper

Associations of Heart Rate Trajectories with Mortality and AKI Occurrence in Septic Patients: A Retrospective Study from MIMIC-IV and eICU Databases
Yang Yang, Hangxiang Du, Zhenliang Wen et al. Journal of Clinical Medicine, 2026. Cites: paper

A systematic review of artificial intelligence and machine learning for public health predictions using electronic health records in low and middle income countries with comparative benchmarks from high income settings
Joe Phiri, Aaron Zimba, Chiyaba Njovu et al. Discover Artificial Intelligence, 2026. Cites: paper

Chronic Venous Disease and In-Hospital Venous Thromboembolism in Critically Ill Patients: A Retrospective Cohort Study of the MIMIC-IV Database
Alperen Kutay Yıldırım, Mesher Ensarioğlu. Journal of Clinical Medicine, 2026. Cites: paper

Comparing the Predictive Value of Structured Digital Features and Clinical Text for Inpatient Liver Failure Prediction: A Large-Scale Real-World EHR Study
Zhikai Yu, Jing Li. Research Square, 2026. Cites: paper

Development and external validation of a metabolic-clinical XGBoost model for mortality prediction in acute pancreatitis: a dual-cohort study with DM-stratified confounding control A TRIPOD+AI-compliant prediction model study
Yilong Hao, Long Qin, Qian Zhang et al. Research Square, 2026. Cites: paper

Fluid Balance in the 24 Hours Before Continuous Renal Replacement Therapy and ICU Mortality Among Critically Ill Adult Patients: A Nursing Risk Assessment Study Using MIMIC-IV
潘巧珍, Lei Peng, Xue Ren. International Journal of Public Health and Medical Research, 2026. Cites: paper

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