Publications citing MIMIC-IV v3.1

Multispecies relations shape bird-feeding practices
Tuomas Aivelo, Mikko Aulio, Johanna Enström et al. npj Biodiversity, 2025. Cites: paper

Streamlining data recording through optical character recognition: a prospective multi-center study in intensive care units
Prompak Nitayavardhana, Keibun Liu, Kiyomitsu Fukaguchi et al. Critical Care, 2025. Cites: paper

Nonlinear association between hemoglobin glycation index and mortality in ischemic stroke Patients: Insights from the MIMIC-IV database
Xuhang Huang, Lejun Huang, Haoran Tao et al. Diabetes Research and Clinical Practice, 2025. Cites: dataset, paper

Stress hyperglycemia ratio and 30-day mortality among critically ill patients with acute heart failure: analysis of the MIMIC-IV database
Xiaodong You, Hengzhi Zhang, Tianshi Li et al. Acta Diabetologica, 2025. Cites: paper

Association between ultra-short-term heart rate variability of time fluctuation and atrial fibrillation: Evidence from MIMIC-IV
Xiaodi Tang, Yue Wu, Xiaofei Zhang et al. Heart Rhythm O2, 2025. Cites: paper

Predictive value of heart rate for prognosis in patients with cerebral infarction without atrial fibrillation comorbidity analyzed according to the MIMIC-IV database
Xinrou Song, Luwen Zhu. Frontiers in Neurology, 2025. Cites: paper

Development and validation of machine learning-based prediction model for outcome of cardiac arrest in intensive care units
Peifeng Ni, Sheng Zhang, Gensheng Zhang et al. Scientific Reports, 2025. Cites: paper

Estimated plasma volume status as a prognostic indicator in myocardial infarction and heart failure: insights from the MIMIC-IV database
Bin Luo, Zheng Ma, Guoyong Zhang et al. Frontiers in Cardiovascular Medicine, 2025. Cites: paper

The TyG index correlation with invasive ventilator in critically ill patients: A retrospective analysis of the MIMIC-IV database
Jie Hu, Jie Min, Dan Zong. The American Journal of the Medical Sciences, 2025. Cites: paper

Application of the KA-Transformer model to early sepsis prediction: a hybrid network analysis based on time series data
Yu Zhu, Yunzhang Cheng, Tianyi Zhang et al. Discover Applied Sciences, 2025. Cites: paper

Development and validation of machine learning models for predicting extubation failure in patients undergoing cardiac surgery: a retrospective study
Xiaofeng Jiang, Wenyong Peng, Jianbo Xu et al. Scientific Reports, 2025. Cites: paper

Healthcare Outcome Data Analytics through Electronic Health Records (EHR) and LLMs
Manideep Marripudugala. International Conference on Intelligent Sustainable Systems (ICISS), 2025. Cites: paper

Large Language Model–Based Critical Care Big Data Deployment and Extraction: Descriptive Analysis
Yang Zhong-bao, Shan-Shan Xu, Xiaozhu Liu et al. JMIR Medical Informatics, 2025. Cites: dataset

Uncertainty-Aware Dynamic Fusion for Multimodal Clinical Prediction Tasks
Jiayu Guo, Ying Cheng, Wen He et al. IEEE International Conference on Acoustics Speech and Signal Processing, 2025. Cites: paper

Utilization of lactate trajectory models for predicting acute kidney injury and mortality in patients with hyperlactatemia: insights across three independent cohorts
Yipeng Fang, Ying Zhang, Xuejun Shen et al. Renal Failure, 2025. Cites: paper

Evaluating large language models for predicting psychiatric acute readmissions from clinical notes of population-based EHR
Terne Sasha Thorn Jakobsen, Enric Cristòbal-Cóppulo, Simon Rasmussen et al. medRxiv, 2025. Cites: paper

Application of Generative Artificial Intelligence to Utilise Unstructured Clinical Data for Acceleration of Inflammatory Bowel Disease Research
Alexandre Zacharie Kadhim, Zachary Green, Iman Nazari et al. medRxiv, 2025. Cites: paper

Artificial intelligence-driven translational medicine: a machine learning framework for predicting disease outcomes and optimizing patient-centric care
Laith Abualigah, Saleh Ali Alomari, Mohammad H. Almomani et al. Journal of Translational Medicine, 2025. Cites: paper

Comparing neural language models for medical concept representation and patient trajectory prediction
Alban Bornet, Dimitrios Proios, Anthony Yazdani et al. Artificial Intelligence in Medicine, 2025. Cites: paper

Elevated IAP in critically ill patients associated with increased AKI incidence: a cohort study from the MIMIC-IV database
ShengHui Miao, Mingkun Yang, Wen Li et al. Scientific Reports, 2025. Cites: paper

Medication recommendation via dual molecular modalities and multi-step enhancement
Shi Mu, Chen Li, Xiang Li et al. Expert Systems with Applications, 2025. Cites: paper

Role of Rifaximin in the Prognosis of Critically Ill Patients with Liver Cirrhosis
Zhaohui Bai, Congcong Li, Yongjie Lai et al. Antibiotics, 2025. Cites: paper

The relationship between hemoglobin, albumin, lymphocyte, and platelet (HALP) score and 28-day mortality in patients with sepsis: a retrospective analysis of the MIMIC-IV database
Huan Li, Yiran Zhou, Xinying Zhang et al. BMC Infectious Diseases, 2025. Cites: paper

Association between hemoglobin glycation index and adverse outcomes in critically ill patients with myocardial infarction: A retrospective cohort study
Heshan Cao, Long Gui, Yubo Hu et al. Nutrition Metabolism and Cardiovascular Diseases, 2025. Cites: dataset, paper

Effect of methylprednisolone vs hydrocortisone on 30-day mortality in critically ill adults with septic shock: an analysis of the MIMIC-IV database
Jun Xu, Hongliu Cai, Xia Zheng. BMC Infectious Diseases, 2025. Cites: dataset, paper

Establishment and validation of a nomogram of postoperative delirium in patients undergoing cardiac surgery: a retrospective study of MIMIC-IV
Huaxian Mei, Gang Liao, Baning Ye et al. BMC Cardiovascular Disorders, 2025. Cites: paper

Machine learning models compared with current clinical indices to predict the outcome of high flow nasal cannula therapy in acute hypoxemic respiratory failure
Hang Yu, Sina Saffaran, Roberto Tonelli et al. Critical Care, 2025. Cites: paper

UniBrain: Universal Brain MRI diagnosis with hierarchical knowledge-enhanced pre-training
Jiayu Lei, Lisong Dai, Haoyun Jiang et al. Computerized Medical Imaging and Graphics, 2025. Cites: paper

A deep learning model for clinical outcome prediction using longitudinal inpatient electronic health records
Ruichen Rong, Zifan Gu, Hongyin Lai et al. JAMIA Open, 2025. Cites: paper

Association between albumin-corrected calcium and all-cause mortality in patients with heart failure: a retrospective study
Xiongda Yao, Yurong Leng, Junda Cao. Frontiers in Cardiovascular Medicine, 2025. Cites: paper

Dynamic Prediction and Intervention of Serum Sodium in Patients with Stroke Based on Attention Mechanism Model
Xiao Lü, Hongli Xu, Wei Dong et al. Journal of Healthcare Informatics Research, 2025. Cites: dataset

Glycemic variability and its association with short and long term clinical outcomes in critically ill patients with cerebral hemorrhage
Dong Wang, Chang He, Shuhuai Zou et al. Scientific Reports, 2025. Cites: paper

Machine Learning Models With Prognostic Implications for Predicting Gastrointestinal Bleeding After Coronary Artery Bypass Grafting and Guiding Personalized Medicine: Multicenter Cohort Study
Jiale Dong, Zhechuan Jin, Chengxiang Li et al. Journal of Medical Internet Research, 2025. Cites: paper

Explainable AI for Electronic Health Record (EHR) Analysis and Patient Risk Prediction
Md Fareed Tamizuddin, Nivedita Sharma. International Conference on Emerging Smart Computing and Informatics (ESCI), 2025. Cites: paper

Interaction between age and blood urea nitrogen to creatinine ratio on mortality in patients with severe cirrhosis: a retrospective cohort study from the MIMIC database
Yi Yu, Lin Li, Yinghua Chen et al. Frontiers in Endocrinology, 2025. Cites: paper

Investigating the Association Between Mean Arterial Pressure on 28-Day Mortality Risk in Patients With Sepsis: Retrospective Cohort Study Based on the MIMIC-IV Database
Qimin Chen, Wei Li, Ying Wang et al. Interactive Journal of Medical Research, 2025. Cites: paper

Asociación entre enfermedades autoinmunitarias y mortalidad por cualquier causa en pacientes con arritmias cardiacas
Le Li, Lingmin Wu, Zhicheng Hu et al. Revista Española de Cardiología, 2025. Cites: paper

Aspirin is associated with improved 30-day mortality in patients with sepsis-associated liver injury: a retrospective cohort study based on MIMIC IV database
Jianbao Wang, Xuemei Hu, Susu Cao et al. Frontiers in Pharmacology, 2025. Cites: paper

Association between the triglyceride–glucose index and acute kidney injury in patients undergoing percutaneous coronary: a retrospective analysis of the MIMIC-IV database
Fan Zhang, Zhan Shen, Lihong Zhang et al. Diabetology & Metabolic Syndrome, 2025. Cites: paper

Association of red cell distribution width/albumin ratio and 28-day mortality in chronic obstructive pulmonary disease patients with atrial fibrillation: a medical information mart for intensive care IV study
Jian-min Qu, Xia-hong Tang, Wenjuan Tang et al. BMC Cardiovascular Disorders, 2025. Cites: paper

Enhancing diagnosis prediction with adaptive disease representation learning
Hengliang Cheng, Shibo Li, Tao Shen et al. Artificial Intelligence in Medicine, 2025. Cites: paper

NEUTROPHIL PERCENTAGE-TO-ALBUMIN RATIO IS ASSOCIATED WITH 30-DAY ALL-CAUSE MORTALITY IN SEPTIC CHOLANGITIS PATIENTS: A COHORT STUDY
Jie Liu, Pengfei Wang, Jiajun Ji. Shock, 2025. Cites: dataset

Electrolyte affecting in-hospital cause mortality in patients with cardiac arrest within 30 days: a retrospective study based on the MIMIC-IV database
Jiaqi Tang, Hongke Zeng. Emergency and Critical Care Medicine, 2025. Cites: paper

A common longitudinal intensive care unit data format (CLIF) for critical illness research
J.C. Rojas, Patrick G. Lyons, K. Chhikara et al. Intensive Care Medicine, 2025. Cites: paper

A Nomogram for Predicting Survival in Patients with Respiratory Failure Following Trauma: A Retrospective Study Using the MIMIC-IV Database
Peihan Li, Xuejuan Wang, Li Li. Drug Healthcare and Patient Safety, 2025. Cites: dataset, paper

Association between optimum blood glucose level and mortality in critically ill patients with septic shock: A real‐world time‐series data analysis
Gulizeba Muhetaer, Ce Sun, Qian‐Qian Ma et al. Nursing in Critical Care, 2025. Cites: paper

Early blood pressure drop predicts renal function deterioration and mortality in ICU patients with liver failure: a retrospective cohort study
Rubing Guo, Jingjing Tong, Li Wang et al. Medicina Intensiva, 2025. Cites: paper

Prophylactic proton pump inhibitor usage and new-onset acute kidney injury in critically ill patients: a retrospective analysis
Jing Xu, Zhoucang Zhang, Yujing Pan et al. Clinical Kidney Journal, 2025. Cites: paper

Unraveling temporal patterns of diagnostic markers and comorbidities in Alzheimer's disease: Insights from large‐scale data
Bayard Rogers. Alzheimer s & Dementia, 2025. Cites: dataset, paper

Aspirin increases the risk of acute kidney injury in critical patients with chest trauma: a retrospective cohort study
Yu Huang, Hongchun Xu, Feng Xiang et al. International Journal of Emergency Medicine, 2025. Cites: paper

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