Publications citing MIMIC-IV v3.1

LVEF-defined septic cardiomyopathy modifies the association between the prognostic nutritional index and mortality in adults with sepsis: a 72-h landmark analysis
Xianju Wang, Min Cheng, Fengqi Ruan et al. Frontiers in Nutrition, 2026. Cites: paper

Oliguria, renal function, hemodynamics, and acid-base abnormalities with 0-48-hour urine-fluid trajectories for mortality risk stratification in acute myocardial infarction: a retrospective MIMIC- IV study
Yao Zheng. Research Square, 2026. Cites: dataset, paper

Perioperative Intravenous Antibiotic Regimens and Surgical Site Infection After Colorectal Surgery: Clinical Associations and External Evaluation of Risk Prediction Models
Junqi Cui, Eunice Ya Ping Lim, Zizhu Zhao et al. Infectious Disease Reports, 2026. Cites: paper

PMVGD: Progressive multi-view graph distillation for health event prediction
YUXUAN TIAN, Hang Qiu. Information Sciences, 2026. Cites: paper

Prognostic value of systemic inflammatory markers for disease severity and mortality in cirrhosis: a MIMIC-IV–based cohort study
Jing-Ming Zhang, Xuan Zhang, Yijin Zhang et al. European Journal of Gastroenterology & Hepatology, 2026. Cites: paper

Association between early post-insertion arterial oxygen tension and documented acute upper-body deep or central venous thrombosis in critically ill adults: A retrospective MIMIC-IV cohort study
CUIqing, Anshuai Fang, 张海燕 et al. PLoS ONE, 2026. Cites: paper

Can large language models extract travel history from clinical text? A multi-annotator benchmark study
Praveenkumar Kanithi, Alyssa Pradhan, Haochen Cui et al. medRxiv, 2026. Cites: paper

Hourly Blood Urea Nitrogen Trajectories and ICU Mortality Risk in Critically Ill Patients with Gastrointestinal Bleeding: A Multicenter Retrospective Cohort Study
Bin Liu, Xin Zheng, Zhou Xu et al. Advances in Therapy, 2026. Cites: paper

Propofol-referenced comparison of midazolam and dexmedetomidine for 28- day mortality in critically ill patients with hepatic failure: a retrospective cohort study of MIMIC-IV and eICU-CRD
Chang Liu, Huamin Wang, 王仁坤 et al. Research Square, 2026. Cites: paper

Early serum phosphate trajectories after acute kidney injury onset and their association with mortality in critically ill patients: derivation in MIMIC-IV and external evaluation in eICU-CRD
Li Wang, Yue Yu, Chi Peng et al. Research Square, 2026. Cites: paper

Multi-valvular burden score and one-year mortality in ICU patients undergoing echocardiography: an exploratory cohort study
Hasan Burak İşleyen, Sevil Tugrul Yavuz, S. Bulut et al. Echo Research and Practice, 2026. Cites: paper

Chart-Recorded Hourly Patient Fluid-Removal Intensity and 90-Day Mortality After a 12-Hour Landmark During Continuous Renal Replacement Therapy
Hasan Burak TOPRAK, Gürhan Taşkın, Hüseyin Levent Yamanel. Medicina, 2026. Cites: paper

Physiologically Constrained Deep Learning in Physiologically Based Pharmacokinetic Modeling: Virtual Patient Generation, Machine-Learned Scaling Laws, and Pediatric Precision Dosing
Lei Zhang, Yichao Xu. Pharmaceutics, 2026. Cites: paper

A survey of LLM reasoning in healthcare and medicine: Individual modeling and collaborative agents
Qika Lin, Luwei Xiao, Bin Pu et al. Information Fusion, 2026. Cites: paper

CardioKGImpute: A Knowledge-Graph-Guided Imputation of Multivariate ICU Time Series
Gabriel Barros, Laura Froede, Luis Felipe Pimenta et al. Lecture notes in computer science, 2026. Cites: paper

A graph attention and SAINT-inspired transformer model for predicting postoperative atrial fibrillation: A bidirectional external validation study
Zhiyong Tao, Shize Pan, Shuaishuai Zhang et al. Computer Methods and Programs in Biomedicine, 2026. Cites: paper

Association between age-adjusted Charlson Comorbidity Index and risk of nonhome discharge in sepsis survivors: A retrospective analysis based on the Medical Information Mart for Intensive Care IV database
Jiafang Zhang, Qianying Mo, Jiahui Liu et al. Journal of the American Association of Nurse Practitioners, 2026. Cites: paper

Association between red blood cell distribution width-to-albumin ratio and ICU/hospital mortality in patients receiving mechanical ventilation within 24 hours of ICU admission: A multicenter retrospective study
Lianzheng Ma, Shu Yang, Wei Liu et al. Science Progress, 2026. Cites: paper

Association of Iron Homeostasis With One‐Year All‐Cause Mortality Among Intensive Care Unit Patients with Atrial Fibrillation: A Retrospective Study
Mingze Wu, Qi Chen, Yao Zhou et al. Clinical Cardiology, 2026. Cites: paper

Associations between advanced lung cancer inflammation index score and kidney outcomes in intensive care unit patients with diabetes: A retrospective cohort study
Xiaoyu Wang, Tingting Su, Yang Lu et al. Journal of International Medical Research, 2026. Cites: paper

Associations between Global Immune-Nutrition-Inflammation Index and Risk of Mortality in Intensive Care Unit Patients
李桂源, Minxing Wang, Shenghua Zhuo et al. The American Journal of the Medical Sciences, 2026. Cites: paper

Augmenting electronic health records for adverse event detection
Gün Kaynar, Zhaoyi You, Richard D. Boyce et al. Journal of Biomedical Informatics, 2026. Cites: paper

Beyond Temporal Encoding: Efficient and Hierarchical Model-Level Online Adaptation for Tabular Distribution Shift
Tianyu Wang, Mian Li, Xi Vincent Wang et al. Neural Networks, 2026. Cites: paper

Development and validation of VentPilot: an AI-based recommendation system for mechanical ventilation
Hong Yeul Lee, Gaon An, Yeonwoo Jeong et al. Journal of Intensive Care, 2026. Cites: paper

DyMHGRec: Multi-channel hypergraph neural network medication recommendation model based on dynamic perception
Qianqian Wang, Zijun Hu, Chao Che et al. Neurocomputing, 2026. Cites: paper

Early Deep Sedation and Short-Term Outcomes After Coronary Artery Bypass Grafting: A Retrospective Multicenter Cohort Study Using the MIMIC-IV and eICU Databases
Shanshan Zhu, Xuedong Sun, 王伟忠 et al. Journal of Cardiothoracic and Vascular Anesthesia, 2026. Cites: paper

Early platelet change and 28-day mortality after the day-7 landmark among intensive care unit patients with diagnosis-coded heart failure: A MIMIC-IV cohort study
Shenglan Liu, Shiyun Fu, Shengjie Zhang et al. Journal of International Medical Research, 2026. Cites: paper

From artificial intelligence promise to translational practice in drug discovery: Reproducibility, validation and evidence-based implementation
Amit Gangwal, Antonio Lavecchia. Drug Discovery Today, 2026. Cites: paper

LDAR shows more consistent prognostic performance than other albumin-derived indices for 28-day ICU mortality in critically ill patients with urosepsis: evidence from a dual-cohort retrospective study
Yi Mu, Hao Tang, Yan Zeng et al. Frontiers in Medicine, 2026. Cites: paper

MDeID: A dataset for multilingual medical de-identification
Risha Surana, Rodolfo Quispe, Alistair E. W. Johnson et al. Journal of Biomedical Informatics, 2026. Cites: paper

Physical activity and the renin-angiotensin system LBP-centered immunometabolic network in sepsis from multiomics to functional validation
lizhi Li, Jianbin Wang, Zhiwei Li et al. Journal of the Renin-Angiotensin-Aldosterone System, 2026. Cites: paper

Proton pump inhibitors use and clinical outcomes in critically ill patients with pulmonary fibrosis: A retrospective cohort study with propensity score matching
Wenwen Ji, Guangdong Wang, Zhuoyang Wang et al. Science Progress, 2026. Cites: paper

STREAM: A data-driven framework for physiological state monitoring in ICU patients
Ali Namvar, Sundaresh Ram, Wassim W. Labaki et al. PLOS Digital Health, 2026. Cites: paper

Temporal clinical features for 24-hour landmark prediction of in-hospital mortality in ICU patients with diabetic neuropathy: A MIMIC-IV study
Janet Sanjaya, Sakshie Pathak, Yong Si et al. Informatics in Medicine Unlocked, 2026. Cites: paper

Association Between Alkaline Phosphatase-to-Albumin Ratio and Post-Stroke Dysphagia: A Retrospective Cohort Study from the MIMIC-IV Database
Lu Shi, Zhiwei Sun, Yiqing Zhang et al. Research Square, 2026. Cites: paper

Digital Twins and Offline Reinforcement Learning for Mechanical Circulatory Support Decisions: What the Current Evidence Can and Cannot Support
Oscar Mingtian Li, Yijiang Li, Summer Xia Tian Li. Cureus, 2026. Cites: paper

Identification of Stigmatizing and Biased Language in Mental Health Clinical Notes: A Classification Analysis using LLMs (Preprint)
Akash Raghavendra, Carson J. Peters, Ayah Zirikly. 2026. Cites: paper

Operational Heterogeneity of Capillary Refill Time Across Two Public ICU Databases: A Methodological Analysis
Xue Xia, Zhiyong Xie. medRxiv, 2026. Cites: paper

Prognostic value of platelet-to-white blood cell ratio in critically ill patients with non-traumatic subarachnoid hemorrhage: a machine learning-driven study of the public database and the hospital information system
Liang Liu, Zhilei Huang, Binbin Gui et al. Frontiers in Neurology, 2026. Cites: paper

READ: Reasoning Like a Cardiologist for Contactless Arrhythmia Diagnosis
Rui Lyu, Hao Feng, Anfu Zhou et al. Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies, 2026. Cites: paper

RealPhe: A reproducible framework for real-time phenotyping in critical care from electronic health records
Piotr Picheta, Stanisław R. Deniziak. SoftwareX, 2026. Cites: paper

RENAL-METABOLIC RESERVE INDEX FOR CARDIORENAL RISK STRATIFICATION IN CRITICALLY ILL PATIENTS WITH SEPSIS
Hasan Burak İşleyen, Ertuğrul Okuyan. Kocaeli Üniversitesi Sağlık Bilimleri Dergisi, 2026. Cites: paper

Sedation trajectories and circadian rhythm disruption in critically ill adults: an observational cohort study with external validation using MIMIC-IV and eICU-CRD
Yuhang Zhang, Xujiao Wang, Qiong Wang et al. Journal of Critical Care, 2026. Cites: paper

Temporal patterns of respiratory rate exposure and mortality in critically ill patients: a retrospective multi-database cohort study
Jingqing Xu, Min Li, Zhulin Wang et al. Frontiers in Medicine, 2026. Cites: paper

Timing of Loop Diuretic Initiation for De-Resuscitation in Sepsis-Associated Acute Kidney Injury: A Landmark Analysis with External Validation
Lujun shao, Yue Li, Cheng Xu et al. Journal of Intensive Care Medicine, 2026. Cites: paper

Transferrin Saturation Provides Prognostic Information Beyond Ferritin in Hyperferritinemic Heart Failure: A MIMIC-IV Retrospective Cohort Study
Yakupujiang Maimaiti, Zhen Guo, Yulin Tian et al. Research Square, 2026. Cites: paper

A decision analytics framework for critical care escalation using electronic health records
Mohanad A. Deif, Fanar Shwedeh, Mohamed Hafez et al. Decision Analytics Journal, 2026. Cites: paper

CardioCLIP: sequential multimodal prediction of echocardiographic abnormalities and natriuretic peptide elevation from electrocardiogram and chest radiographs
Satoki Shibata, Makoto Nishimori, Y Nishihara et al. European Heart Journal - Digital Health, 2026. Cites: paper

Dynamic serum chloride trajectories predict short- and long-term mortality in patients with malignancies: a retrospective cohort study with external validation
Ruming Zhao, Shaojun Yang. Frontiers in Oncology, 2026. Cites: paper

Glargine-to-intravenous insulin dose ratio, rebound hyperglycemia and hypoglycemia after discontinuation of insulin infusion in critically ill adults: a retrospective cohort study
Lujun Shao, Yue Li, Li Wang et al. medRxiv, 2026. Cites: dataset, paper

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