Publications citing MIMIC-IV v3.1

SPEAR: Soft Prompt Enhanced Anomaly Recognition for Time Series Data
Hanzhe Wei, Jiajun Wu, Jialin Yang et al. IEEE Smart World Congress (SWC), 2025. Cites: paper

Defining and Characterizing Visits To Emergency Departments For Musculoskeletal Conditions: A Retrospective Analysis Using Two Publicly Available Databases
James Graeme Wrightson, Linda K Truong, A. Haagaard et al. medRxiv, 2025. Cites: paper

TAKECare: A temporal-hierarchical framework with knowledge fusion for personalized clinical predictive modeling
Jialun Wu, Xin Mei, Rui Mao et al. Information Fusion, 2025. Cites: paper

A multi-view validation framework for LLM-generated knowledge graphs of chronic kidney disease
Aditya Kumar, Dilpreet Singh, Mario A. Cypko et al. International Journal of Computer Assisted Radiology and Surgery, 2025. Cites: paper

Association between long-term (current) aspirin use and sepsis-related delirium in elderly patients: a retrospective cohort study
Xin Liang, Lubin Sun, Na Jiang et al. Aging Clinical and Experimental Research, 2025. Cites: paper

Characterizing and Predicting End-of-Life Patient Trajectories Using Routine Clinical Data
Jonah Bosserhoff, Julius Keyl, Tim Lenfers et al. medRxiv, 2025. Cites: dataset, paper

GRACE-ICU: A multimodal nomogram-based approach for illness severity assessment of older adults in the ICU
Xiaoli Liu, Wesley Lok Kin Yeung, Ziyue Chen et al. npj Digital Medicine, 2025. Cites: paper

Relationship between intra-bladder pressure and acute kidney injury in patients with acute pancreatitis: interpretable machine learning approach
Gang Liao, Baning Ye, Jianquan Li et al. BMC Nephrology, 2025. Cites: paper

Trajectory-based analysis of early mechanical ventilation PEEP levels and physiological parameter trajectories in ARDS patients and their association with the occurrence of gastrointestinal injury events
Shi-Tao Huang, Kai-Hua Yu, Xiong-Bin Ma et al. BMC Pulmonary Medicine, 2025. Cites: paper

Association between Estimated Pulse Wave Velocity (ePWV) and in-hospital and ICU 28-day mortality in ischemic stroke patients: A retrospective analysis of the MIMIC-IV database
Shuhe Zhao, Mingjie Liu, Minheng Zhang et al. PLoS ONE, 2025. Cites: paper

Association Between Malnutrition and Sepsis‐Associated Delirium: A Retrospective Analysis of the MIMIC ‐ IV Database
Weixi Tan, Rongfang Duan, Chengcheng Zeng et al. Nursing in Critical Care, 2025. Cites: paper

Artificial Intelligence in Pathology: Advancing Large Models for Scalable Applications
Zhiping Xiao, Bin Feng, Junwei Yang et al. Annual Review of Biomedical Data Science, 2025. Cites: paper

Association between international normalized ratio-to-albumin ratio and mortality in critically ill patients with gastrointestinal bleeding: a retrospective MIMIC-IV database study
Xingyi Yang, Shasha Ying, Lihong Lv et al. BMC Gastroenterology, 2025. Cites: paper

From Black Box to Discovery Engine: A Geometric and Topological Framework for Interpreting Graph Neural Networks in Critical Care
Sohyeon Jeon. medRxiv, 2025. Cites: paper

Unveiling social determinants of health impact on adverse pregnancy outcomes through natural language processing
Nidhi Soley, MaKhaila Bentil, Jash Shah et al. Scientific Reports, 2025. Cites: paper

Associations between triglyceride glucose-body mass index and 30-day mortality in patients with hemorrhagic stroke: analysis of the MIMIC-IV database
Yuexin Lu, Enjie Song, Ruilin Chen et al. Frontiers in Neurology, 2025. Cites: paper

Open-access databases in anesthesiology and intensive care: a systematic review and guidelines
Mikhail Ya. Yadgarov, Берикашвили Леван Бондоевич, Alexey A. Yakovlev et al. Russian Journal of Anesthesiology and Reanimatology, 2025. Cites: paper

Predicting mortality in critically ill patients with hypertension using machine learning and deep learning models
Ziyang Zhang, Jiancheng Ye. Frontiers in Cardiovascular Medicine, 2025. Cites: paper

Random forest-driven mortality prediction in critical IBD care: a dual-database model integrating comorbidity patterns and real-time physiometrics
Zhenze Zhang, Caiqing Zhao, Yijun Zhou et al. Frontiers in Medicine, 2025. Cites: paper

Real-time prediction of intensive care unit patient acuity and therapy requirements using state-space modelling
Miguel Contreras, Brandon Silva, Benjamin Shickel et al. Nature Communications, 2025. Cites: paper

Significant adverse prognostic events in patients with urosepsis: a machine learning based model development and validation study
Yiqu Wei, Wanqing Xu, Shuo Yang et al. Frontiers in Cellular and Infection Microbiology, 2025. Cites: paper

Role of stress hyperglycemia ratio in the prediction of delirium in patients with heart failure
Xinya Li, Junhua Yang, Zhigang Wang et al. The American Journal of Emergency Medicine, 2025. Cites: paper

The HM-TARGET personalised real-time haemodynamic targets in critical care
Yanhua Sun, Jiangqiong Li, Xiang Liu et al. Nature Communications, 2025. Cites: paper

Association between serum osmolality and the risk of ventilator-associated pneumonia in patients undergoing prolonged mechanical ventilation: a retrospective cohort study from MIMIC-IV database
Mengyi Wang, Lili Hu, Dandan Zhang et al. The American Journal of the Medical Sciences, 2025. Cites: paper

Association of aspirin use with mortality in critically ill patients with chronic obstructive pulmonary disease: A retrospective propensity score-matched cohort study
Shaolin Cai, Qing Bo Huang, Minna Huang et al. Respiratory Medicine, 2025. Cites: paper

Generative AI-powered explainable prediction model: Enhancing early in-hospital mortality alert for patients with acute myocardial infarction
Puguang Xie, Hao Wang, Jun Xiao et al. International Journal of Cardiology, 2025. Cites: paper

Sharing is caring: A systematic review of publicly available intensive care data sets
Ameet R. Jagesar, Tariq A. Dam, Tristan Struja et al. Journal of Critical Care, 2025. Cites: paper

Unfavorable influence of amlodipine combined with metoprolol on the short-term prognosis in hypertensive heart failure patients
Zu-qiu Liu, Zhihua Hao, Hua-shan Chen et al. BMC Cardiovascular Disorders, 2025. Cites: paper

Vision-language foundation model for 3D medical imaging
Jing Wu, Yuli Wang, Zhusi Zhong et al. npj Artificial Intelligence, 2025. Cites: paper

Relationship between blood urea nitrogen and 28-day all-cause mortality in patients with acute pulmonary edema: a retrospective analysis of the MIMIC-IV database
Guang Tu, Yuwen Liu, Xiaomi Huang et al. Frontiers in Cardiovascular Medicine, 2025. Cites: paper

Evaluating acute image ordering for real-world patient cases via language model alignment with radiological guidelines
Michael Steven Yao, Allison Chae, Piya V. Saraiya et al. Communications Medicine, 2025. Cites: paper

Non-linear relationship between serum iron levels and 28-day mortality in sepsis patients: a retrospective study
Jun Jin, Lei Yu, Kin Cheung et al. Scientific Reports, 2025. Cites: paper

The relationship between clinical subtypes, prognosis, and treatment in ICU patients with acute cholangitis using unsupervised machine learning methods
Yuanhui Sheng, Shan Xu, Zhang Shu et al. BMC Infectious Diseases, 2025. Cites: dataset

MedDiTPro: A Prompt-Guided Diffusion Transformer for Multimodal Longitudinal Medical Data Synthesis
Yuan Zhong, Xiaochen Wang, Jiaqi Wang et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2025. Cites: paper

MEDS: Building Models and Tools in a Reproducible Health AI Ecosystem
Matthew B. A. McDermott, Justin Xu, Teya S. Bergamaschi et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2025. Cites: paper

Multi-modal Time Series Analysis: A Tutorial and Survey
Yushan Jiang, Kanghui Ning, Zijie Pan et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2025. Cites: dataset

Age-related variation in hemoglobin glycation index and stroke mortality: mediation and machine learning in a cohort study
Xinyu Tong, Jianxiong Gu, Chuxin Lyu et al. Scientific Reports, 2025. Cites: paper

Extreme dipping blood pressure pattern is associated with increased mortality in hemorrhagic stroke patients: a retrospective cohort study
Feng Nong, Wei Zhu, Yan J. Jiang. BMC Neurology, 2025. Cites: paper

A Fusion Method Combining LSTM and MLP for Predicting Mortality Risk in Critically Ill Coronary Artery Disease Patients
Rongren Xu, Haoran Zheng. ICME International Conference on Complex Medical Engineering (CME), 2025. Cites: paper

Association between serum anion gap and all-cause mortality in critically ill patients with diabetic kidney disease: Analysis of the MIMIC-IV database
Yu-Nan Han, Cheng-Yue Xiong, Yongxiang Wang et al. PLoS ONE, 2025. Cites: paper

Association between serum anion gap trajectory and mortality in hospitalized patients with sepsis: an analysis of the MIMIC-IV database
Lijuan Jing, Xiaopeng Shi, Lijun Xu et al. Frontiers in Endocrinology, 2025. Cites: paper

Association of stress hyperglycemia ratio with clinical outcomes in patients with chronic obstructive pulmonary disease and type 2 diabetes mellitus in intensive care units: a retrospective study
Jinzhan Chen, Ayun Chen, Ning Zhang et al. Journal of Thoracic Disease, 2025. Cites: paper

Causal Discovery through Synergizing Large Language Model and Data-Driven Reasoning
Huaming Du, Yujia Zheng, Baoyu Jing et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2025. Cites: paper

Cross-Validation for Longitudinal Datasets with Unstable Correlations
Meera Krishnamoorthy, Michael W. Sjoding, Jenna Wiens. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2025. Cites: paper

Developing and validating a prognostic model to predict ICU mortality in patients with sepsis-associated thrombocytopenia: a retrospective cohort study based on MIMIC-IV
Wei Ye, Yufeng Li, Miao Zhang et al. BMJ Open, 2025. Cites: paper

EGNet: explainable graph neural network with similarity explanation for medication recommendation
Minh-Van Nguyen, Duy-Thinh Nguyen, Bac Hoai Le. Applied Intelligence, 2025. Cites: paper

Enhancing Transparency in Healthcare Decision-Making: An Explainable AI Approach
Tapan Thakur, Syyada Shumaila Khurshid, Nivedita Sharma. International Conference on Emerging Trends in Engineering and Technology (ICETET), 2025. Cites: paper

Machine Learning and Explainable AI for Predicting Intubation Needs in an Intensive Care Unit
Md. Tamim Hasan Saykat, Mahfuj Al Emon, Md Al-Imran et al. International Conference on Big Data Analytics and Practices (IBDAP), 2025. Cites: paper

Prognostic Significance of the Albumin Platelet Product for Mortality Risk in Pulmonary Embolism: A Retrospective Analysis Based on the MIMIC-IV Database
Gang Wu, Hong hong Ke, Zijia Tong et al. Clinical and Applied Thrombosis/Hemostasis, 2025. Cites: paper

Prognostic value of neutrophil-to-lymphocyte ratio in septic patients with liver cirrhosis: a cohort study
Fan Song, Xiaoling Wu, Bohua Wei. BMC Gastroenterology, 2025. Cites: paper

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