Publications citing MIMIC-IV v3.1

Prognostic value of dynamic KDIGO staging in acute kidney injury after acute heart failure: a doubly robust analysis
Ying Jin, Chao Feng, Hantao Jiang et al. Scientific Reports, 2025. Cites: paper

Serum anion gap and its interaction with diabetes in predicting mortality among critically ill patients with non-traumatic intracerebral hemorrhage
Yong Wen, Xiaorui Xie, K. He. European journal of medical research, 2025. Cites: paper

The association between week-one red blood cell distribution width and one-year survival in critically ill patients: propensity score-based multicenter analysis
Shang‐Yi Lee, Li-Ting Wong, Wen‐Cheng Chao. European journal of medical research, 2025. Cites: paper

A comparative evaluation of chain-of-thought-based prompt engineering techniques for medical question answering
Sohyeon Jeon, Hong‐Gee Kim. Computers in Biology and Medicine, 2025. Cites: paper

A Nomogram for Predicting In‐Hospital Mortality in Critically Ill Patients With Myocardial Infarction and Atrial Fibrillation
Weixi Tan, Rongfang Duan, Chengcheng Zeng et al. Nursing in Critical Care, 2025. Cites: paper

Applications and Future Perspectives of Large Language Models in Otolaryngology-Head and Neck Surgery: A Comprehensive Survey
Junyong Ahn, Bong Gyun Kang, Mun Young Chang et al. Clinical and Experimental Otorhinolaryngology, 2025. Cites: paper

Association Analysis of White Blood Cell Trajectories and 30‐Day Mortality in Ventilator‐Associated Pneumonia Patients: A Cohort Study Based on the MIMIC‐IV Database
Jian Fang, Liang Liao. Apmis, 2025. Cites: paper

Association between advanced lung cancer inflammation index and all-cause mortality in critically ill patients with sepsis: analysis of the MIMIC-IV database
Lei Zhang, Mingcai Li, Jianfei Liu et al. Scientific Reports, 2025. Cites: paper

Association Between Albumin Corrected Anion Gap and 28‐Day All‐Cause Mortality in Patients With Acute Respiratory Failure in ICU: A Retrospective Study Based on the MIMIC‐IV Database
Jianmin Qu, Xiahong Tang, Yi Cheng et al. The Clinical Respiratory Journal, 2025. Cites: paper

Association between dexmedetomidine sedation and mortality in critically ill patients with ischaemic stroke: a retrospective study based on MIMIC-IV database
Yuecheng Yang, Jingying Zhang, Haoyuan Wang et al. BMJ Open, 2025. Cites: dataset, paper

Association between estimated pulse wave velocity and mortality risk in patients with acute ischemic stroke
Yaxin Zhang, Pingping Cai, Yadong Wu et al. Scientific Reports, 2025. Cites: paper

Association between glucose-to-lymphocyte ratio and mortality in patients with heart failure from the MIMIC-IV database: a retrospective cohort study
Gang Wu, Huanya Ke, Zijia Tong et al. Scientific Reports, 2025. Cites: paper

Association Between Statin Use in the Intensive Care Unit and Delirium in Patients Receiving Mechanical Ventilation: A Cross‐Sectional Study
Zhi Liu, Zhichao Zou, Zhe Li et al. Health Science Reports, 2025. Cites: paper

Association of 24-Hour blood pressure average real variability with poor prognosis in critically ill patients with coronary artery disease
Peng-fei Sun, Yan Chen, Yu-Qin Zhan et al. Scientific Reports, 2025. Cites: paper

Association of glucocorticoids with outcomes in critically ill patients with sepsis-associated acute kidney injury: a multicenter retrospective cohort study
Xu Zhu, Jing Xue, Rehanguli Maimaitituerxun et al. Scientific Reports, 2025. Cites: paper

Associations between NETosis-related genes and 28-day mortality in patients with sepsis: An observational retrospective study and bioinformatic analysis
Yang Liu, Liang Chen. Science Progress, 2025. Cites: paper

Clinical value of the lactate-to-albumin ratio in assessing prognosis in critically ill patients with sepsis-associated encephalopathy: A retrospective analysis
Xiaojing Li, Fengzhen Huang, Jiping Yi et al. Science Progress, 2025. Cites: paper

Development and validation of a modified SOFA score for mortality prediction in candidemia patients
Xiaofei Liu, Ranran Ding, Guangming Yang et al. Scientific Reports, 2025. Cites: paper

Development and validation of a transformer model-based early warning score for real-time prediction of adverse outcomes in the emergency department
Hansol Chang, Jong Eun Park, Daehwan Lee et al. Scientific Reports, 2025. Cites: paper

Intravenous beta-blockers versus amiodarone on in-hospital mortality and safety profile in adult septic patients
Guoge Huang, Haizhong Li, Feier Song et al. Medicina Intensiva, 2025. Cites: paper

L-shape association between serum chloride and 365-day mortality in critically ill patients with sepsis based on the MIMIC-IV database
Zhichao Zhao, Fangfang Huang, Jiaqi Shen et al. Scientific Reports, 2025. Cites: paper

MC-MED, multimodal clinical monitoring in the emergency department
Aman Kansal, Emma Chen, Boyang Tom Jin et al. Scientific Data, 2025. Cites: paper

Predictive performance of ROX index and its variations for NIV failure
Lada Lijović, Tomislav Radočaj, Nataša Kovač et al. Medicina Intensiva, 2025. Cites: paper

Prognostic nutritional index as a potential predictor of prognosis in patients with sepsis: a retrospective cohort study
Mingyuan Pan, Zheng Li, Shanfeng Sheng et al. Frontiers in Nutrition, 2025. Cites: paper

SeFNet: Linking tabular datasets with semantic feature nets
Katarzyna Woźnica, Piotr Wilczyński, Przemysław Biecek. Information Fusion, 2025. Cites: paper

Sex and gender considerations in randomized controlled trials in critical care nephrology: a meta-epidemiologic study
Nuttha Lumlertgul, Anyarin Wannakittirat, Janice Yu Chen Kung et al. BMC Medicine, 2025. Cites: paper

The Relation Between the Prognostic Nutritional Index and 30-Day Mortality in Patients With Acute Respiratory Distress Syndrome: A Retrospective Study Based on the MIMIC-IV Database
Mao Wang, Weixia Li, Haiyan Xu et al. Journal of Surgical Research, 2025. Cites: paper

The U-Shaped Relationship Between Serum Bicarbonate Levels and 28-Day Mortality in Patients With Sepsis: A Retrospective Cohort Study of MIMIC-IV Database
Minghao Liang, Feilong Guan, Lili Sun et al. Dose-Response, 2025. Cites: paper

BlendFL: Blended Federated Learning for Handling Multimodal Data Heterogeneity
Alejandro Guerra-Manzanares, Omar El Herraoui, Michail Maniatakos et al. International Joint Conference on Neural Networks (IJCNN), 2025. Cites: paper

Efficient Detection of Stigmatizing Language in Electronic Health Records via In-Context Learning: Comparative Analysis and Validation Study
Hongbo Chen, Myrtede C. Alfred, Eldan Cohen. JMIR Medical Informatics, 2025. Cites: paper

COMPARING CLASSIFIERS IN THE PRESENCE OF ERRORS IN TRUE LABEL ASSIGNMENT IN MEDICAL DATASETS
Vishwa Vallabh Angampally, Eugene Pinsky. Machine Learning and Applications An International Journal, 2025. Cites: paper

Case-Control Matching Erodes Feature Discriminability for AI-driven Sepsis Prediction in ICUs: A Retrospective Cohort Study
Sophia F. Ehlers, Fanny Tranchellini, Youssef Farag et al. medRxiv, 2025. Cites: dataset, paper

Data-driven trends in critical care informatics: a bibliometric analysis of global collaborations using the MIMIC database (2004–2024)
Xiyue Zhang, Weimin Kong, Rongfen Shi et al. Computers in Biology and Medicine, 2025. Cites: paper

A Two-Branch ResNet-BiLSTM Deep Learning Framework for Extracting Multimodal Features Applied to PPG-Based Cuffless Blood Pressure Estimation
Zenan Liu, Minghong Qiao, Yezi Liu et al. Sensors, 2025. Cites: paper

Evaluating In-Hospital Arrhythmias in Critically Ill Acute Kidney Injury Patients: Predictive Models, Mortality Risks, and the Efficacy of Antiarrhythmic Drugs
Wanqiu Xie, Henriette Franz, Toma A. Yakulov. Journal of Clinical Medicine, 2025. Cites: paper

The External Validation of SACrA (Sex, Albumin, Creatinine, and APACHE II) Score for Predicting Nonemergent Renal Replacement Therapy Initiation: A Retrospective Study Based on the Medical Information Mart for Intensive Care - Version IV Database
Saki Yamamoto, Ginga Suzuki, Saria Nishioka et al. Cureus, 2025. Cites: paper

Association between body mass index and long-term all-cause mortality in critically ill patients without malignant tumors
Jian Deng, Linyan Zhao. PLoS ONE, 2025. Cites: paper

Association between red cell distribution width-to-albumin ratio and all-cause mortality in critically ill cirrhotic patients with sepsis: a retrospective analysis of the MIMIC-IV database
Jinfeng Li, Shifeng Pang, Huiya Huang et al. Frontiers in Medicine, 2025. Cites: paper

Combining Predictive Models of Mortality and Time-to-Discharge for Improved Outcome Assessment in Intensive Care Units
Àlex Pardo, Josep Gómez, Julen Berrueta et al. Journal of Clinical Medicine, 2025. Cites: paper

Development and Validation of Machine Learning Models for Predicting 7-Day Mortality in Critically Ill Patients with Traumatic Spinal Cord Injury: A Multicenter Retrospective Study
Yixi Wang, Xinkai Luo, Jingjie Wang et al. Neurocritical Care, 2025. Cites: paper

Glycemic variability and mortality in patients with aortic diseases: A multicenter retrospective cohort study
Shanshan Tang, Zhiqiang Zhang, Yu Cheng et al. PLoS ONE, 2025. Cites: paper

Opioids in Critically Ill Acute Myocardial Infarction Patients: A Retrospective Analysis of the MIMIC-IV Database
Siyuan Xie, Bryan Richard Sasmita. Journal of General Internal Medicine, 2025. Cites: paper

Predicting ICU mortality in heart failure patients based on blood tests and vital signs
Yeao Wang, Jianke Rong, Zhili Wei et al. Frontiers in Cardiovascular Medicine, 2025. Cites: paper

Prognostic value of the red blood cell distribution width/albumin ratio in patients with diabetes mellitus combined with sepsis: a retrospective cohort study based on MIMIC-IV
Wan-Qiu Chen, Tian-Ming Yang, Qingquan Liu et al. Research Square, 2025. Cites: paper

Auditor Models to Suppress Poor AI Predictions Can Improve Human-AI Collaborative Performance
Katherine E. Brown, Jesse O. Wrenn, Nicholas J. Jackson et al. medRxiv, 2025. Cites: paper

Interpretable Hazard Models Reveal Strong Metastasis Dependence and Feature Interaction Effects in Predicting Cancer Patient Readmission Risk
Sibei Liu, Xintao Li, Zhijian Hu. medRxiv, 2025. Cites: paper

Machine learning models to predict in-hospital mortality in patients with rhabdomyolysis combined with acute kidney injury
Wenyan Zhang, Yamin Liu, Ziling Feng et al. Research Square, 2025. Cites: paper

Early acetaminophen use is associated with the reduced mortality risk in patients with sepsis-associated encephalopathy: a retrospective study
Fengzhen Huang, Jiping Yi, Tieqiao Zhou et al. European journal of medical research, 2025. Cites: dataset, paper

Hidden Conflicts in Neural Networks and their Implications for Explainability
Adam Dejl, Dekai Zhang, Hamed Ayoobi et al. ACM Conference on Fairness, Accountability, and Transparency (FAccT), 2025. Cites: dataset

Medical AI can transform medicine — but only if we carefully track the data it touches
Akhil Vaid. Nature, 2025. Cites: paper

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