Publications citing MIMIC-IV v3.1

Optimal Vasopressin Initiation in Septic Shock
Catherine A. Gao, William F. Parker. JAMA, 2025. Cites: paper

Association between pressure ulcer and 28-day mortality in septic patients: a retrospective study based on the MIMIC-IV database
Yan Zhu, Jin-yu Lei, Jie Zou et al. European journal of medical research, 2025. Cites: dataset

Early acetaminophen administration and mortality outcomes in critically ill patients with cirrhosis: a retrospective analysis from the MIMIC-IV database
Xiao-fei Fan, Sanzhang Xu, Shenao Fu et al. BMC Gastroenterology, 2025. Cites: paper

Evaluating the generalisability of formulas used to set tidal volumes in mechanically ventilated patients: an observational, multicohort, retrospective study
Aartik A. Sarma, Kathryn Michele Sullivan, Aaron D. Baugh et al. The Lancet Respiratory Medicine, 2025. Cites: paper

Pulse Oximetry Discrepancies and Occult Hypoxemia in ICU Patients: Predictors and Clinical Outcomes
Saikou Omar Saidy, Ali Iqbal, Saqib H. Baig. Journal of Intensive Care Medicine, 2025. Cites: dataset

Switching from controlled to assisted mechanical ventilation: a multi-center retrospective study (SWITCH)
Jim M Smit, Jasper van Bommel, Diederik A M P J Gommers et al. Intensive Care Medicine Experimental, 2025. Cites: paper

The LBRA nomogram: a practical model for predicting 30-day mortality in ICU patients with acute pancreatitis
Guangyao Yang, Qifang Shi. HPB, 2025. Cites: paper

TransEHR: Alignment-free electronic health records continual learning across feature spaces
Xiongjun Zhao, Zhengyu Liu, Boya Ji et al. Expert Systems with Applications, 2025. Cites: paper

Evaluating the impact of common clinical confounders on performance of deep-learning-based sepsis risk assessment
Shikha Chaganti, Vivek Singh, Alisdair Edward Gent et al. Frontiers in Artificial Intelligence, 2025. Cites: paper

Identifying homogenous patient subgroups using transformer based hierarchical clustering of heterogeneous Mixed-Modality medical data
William I. Baskett, Benjamin T. Black, Adnan Iqbal Qureshi et al. Journal of Biomedical Informatics, 2025. Cites: paper

Predictive role of the Albumin-Bilirubin score in ICU patients with cirrhosis and sepsis: insights from a large retrospective cohort
Jianjun Wang, Pei Yang, Chuan Qin et al. BMC Gastroenterology, 2025. Cites: paper

XAI-based Data Visualization in Multimodal Medical Data
Sahil Sharma, Muskaan Singh, Liam J. Mcdaid et al. bioRxiv (Cold Spring Harbor Laboratory), 2025. Cites: paper

A Machine Learning Model to Guide CT Angiography Use in Acute Gastrointestinal Bleeding: A Decision-Support Tool for Gray-Zone Cases
Priyal Gupta, Shyam Chandra, Nikhil Behari et al. Research Square, 2025. Cites: paper

A retrospective analysis of the prognostic implications of glycemic variability on all-cause mortality in critically ill patients with mitral valve disease
Jie Peng, Xingzhan Zhang, Yunjing Mai et al. Frontiers in Endocrinology, 2025. Cites: paper

Continuous Cardiac Arrest Prediction in ICU using PPG Foundation Model
Saurabh Kataria, Ran Xiao, Timothy L. Ruchti et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

Early Prediction of Positive Hospital-Acquired MRSA Screening using Deep Learning on Vital Signs Time Series
Ali Barzegar Khanghah, Shaghayegh Chavoshian, Geoff Roy Fernie et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

Evaluating the Performance of LLMs in ICF Classification: Insights from Medical and General Models *
Feten Skhiri Gabbouj, Matei Mancaş, Mathias Blandeau et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

Multivariable Serum Creatinine Forecasting for Acute Kidney Injury Detection Using an Explainable Transformer-based Model
Cyprien Gille, Galaad Altares, Benjamin Colette et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

naviDCN: Navigator-Guided Multi-Modal Deep Clustering for Sepsis Phenotyping in Early ICU Admission
Pi-Ju Tsai, Kuan‐Fu Chen, Charkkri Limbud et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025. Cites: paper

The prognostic value of the Braden scale on all-cause death in older patients with heart failure in the intensive care unit: a cohort study
J. Zhu, Hui Pan, Zhi‐Cheng Yang et al. European Journal of Cardiovascular Nursing, 2025. Cites: paper

Association between hemoglobin glycation index and mortality in critically ill patients: a retrospective cohort study
Liwei Pan, Fengfeng Lu, Bihuan Cheng et al. Journal of Health Population and Nutrition, 2025. Cites: paper

Stress hyperglycemia ratio as a biomarker for early mortality risk stratification in cardiovascular disease: a propensity-matched analysis
Mingxing Lei, Yan Li, Longcan Cheng et al. Cardiovascular Diabetology, 2025. Cites: paper

Dynamic SOFA component scores-based deep learning for short to long-term mortality prediction in sepsis survivors
Juan Wei, Feihong Lin, Tian Jin et al. Journal Of Big Data, 2025. Cites: paper

MediTHIM: Temporal Hierarchical Imputation Methods for Medical Time Series
Helia Hashemolhosseiny, Paula Branco. Lecture notes in computer science, 2025. Cites: paper

AI ‐powered nursing handoffs: Introducing and evaluating the patient report template
Gabriel Vald, Yusuf Sermet, Nai‐Ching Chi et al. Learning Health Systems, 2025. Cites: paper

Association between trajectory of triglyceride-glucose index and all-cause mortality in critically ill patients with atrial fibrillation: a retrospective cohort study
Songjing Shi, Feng Xue, Tingbo Jiang et al. Cardiovascular Diabetology, 2025. Cites: paper

Prognostic value of the international normalized ratio to albumin ratio in acute pancreatitis: insights from MIMIC-IV database
Xingyi Yang, Ying Yi, Min Zhang et al. BMC Gastroenterology, 2025. Cites: paper

Triglyceride-glucose index: an independent risk factor for all-cause mortality in critically ill aneurysmal subarachnoid hemorrhage patients– a retrospective analysis of the MIMIC-IV database
Zhen Kun Xiao, Duan Yong Hong, Yibo Yang et al. Neurosurgical Review, 2025. Cites: paper

Large language models-enabled digital twins for precision medicine in rare gynecological tumors
Jacqueline Lammert, Nicole Pfarr, Leonid Kuligin et al. npj Digital Medicine, 2025. Cites: paper

Multimodal Artificial Intelligence in Medical Diagnostics
Bassem Jandoubi, Moulay A. Akhloufi. Information, 2025. Cites: paper

The impact of body mass index on clinical outcomes in elderly sepsis patients: a retrospective study based on the MIMIC IV database
Zhao-kun Fan, Ru-qin Yi, Wen Ming Feng et al. Aging Clinical and Experimental Research, 2025. Cites: dataset, paper

Analysis of prognostic factors affecting adult patients with anemia combined with sepsis and construction of a prediction model
Jinmin Chen, Yi Yang, Min Liang et al. Research Square, 2025. Cites: paper

Artificial intelligence and digital twins for the personalised prediction of hypertension risk
Akhil Naik, Jakub Nalepa, Agata M. Wijata et al. Computers in Biology and Medicine, 2025. Cites: paper

RETRACTED: Maximum stress hyperglycemia ratio predicts mortality in critical hemorrhagic stroke: a retrospective cohort study from MIMIC-IV
Huafeng Ding, Xiangquan Li, Jiaqiong Li et al. Research Square, 2025. Cites: paper

Development and validation of a multidimensional predictive model for 28-day mortality in ICU patients with bloodstream infections: a cohort study
Jun Jang Jin, Lei Yu, Qingshan Zhou et al. Frontiers in Cellular and Infection Microbiology, 2025. Cites: paper

Knowledge fusion in deep learning-based medical vision-language models: A review
Dexuan Xu, Yanyuan Chen, Zhongyan Chai et al. Information Fusion, 2025. Cites: paper

Comparing the mortality of patients with sepsis using empirical piperacillin/tazobactam and cefepime: analysis of the MIMIC-IV database
Yongseop Lee, Jaeeun Seong, Jung Ah Lee et al. Journal of Antimicrobial Chemotherapy, 2025. Cites: dataset, paper

The impact of sulfonylureas on survival in patients with severe ischemic stroke and type 2 diabetes: A retrospective study based on the MIMIC-IV database
Longyan Lu, Huiyue Ou, Xiaoxia Wang et al. Journal of Clinical Neuroscience, 2025. Cites: paper

The Practical and Ethical Implications of Artificial Intelligence in Anesthesiology, Pain Medicine, and Intensive Care
Ankit Raheja, Kumar G. Belani. Anesthesiology Clinics, 2025. Cites: paper

Association between standard base excess and acute kidney injury in intensive care unit patients: a study based on the medical information mart for intensive care database
Dongfang Yang, Weiguang Zhang, Ying Jun Cao et al. BMC Nephrology, 2025. Cites: paper

Developing Explainable AI Models for Personalized Treatment Recommendations Using LLMs and EHR Data
Sukanth Korkanti. International Conference on Computing Technologies & Data Communication (ICCTDC), 2025. Cites: paper

Machine learning-based predictive tools and nomogram for in-hospital mortality in critically ill cancer patients: development and external validation using retrospective cohorts
Kaier Gu, Saisai Lu. BMC Medical Informatics and Decision Making, 2025. Cites: paper

Exploring temperature trajectories in emergency department sepsis patients
Norawit Kijpaisalratana, Ahmad Hassan, Boyu Peng et al. The American Journal of Emergency Medicine, 2025. Cites: paper

Identifying key covariates of clinical outcomes for critically ill patients with Parkinson’s disease: analysis of the MIMIC-IV database
Lihua Luo, Yang Chen, HangQing Zhao et al. Frontiers in Neurology, 2025. Cites: paper

Association between statins use and mortality in critically ill patients with sepsis included myocardial injury: a retrospective cohort study
Shuxing Wei, Yiming Dong, Yanqian Su et al. European journal of medical research, 2025. Cites: paper

Association of serum creatinine-to-albumin ratio with 28-day all-cause mortality in older adults critically ill patients with sepsis: a retrospective analysis of the MIMIC-IV database
Lixin Zhao, Hai-Xia Chai, Sifang Yu et al. BMC Geriatrics, 2025. Cites: paper

Clinical decision support using pseudo-notes from multiple streams of EHR data
Simon A. Lee, Sujay Jain, Alex Chen et al. npj Digital Medicine, 2025. Cites: paper

First-day intracranial pressure correlates with ICU mortality in subarachnoid hemorrhage patients: an analysis of the MIMIC-IV database
Zhao Hao, Zhang Ziqian, Cao Hang et al. Frontiers in Neurology, 2025. Cites: paper

Longitudinal serum chloride trajectories and their correlation with all-cause mortality in critically Ill sepsis patients: a retrospective cohort analysis
Min Lei, Mingyue Ma, Yaping Zhang et al. BMC Infectious Diseases, 2025. Cites: paper

Machine learning model and hemoglobin to red cell distribution width ratio evaluates all-cause mortality in pulmonary embolism
Dan Du, Lei Zhang, Xue Wen et al. Scientific Reports, 2025. Cites: paper

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