Publications citing MIMIC-IV v3.1

Automated transformation of unstructured cardiovascular diagnostic reports into structured datasets using sequentially deployed large language models
Sumukh Vasisht Shankar, Lovedeep Singh Dhingra, Arya Aminorroaya et al. European Heart Journal - Digital Health, 2025. Cites: paper

Clinicians’ Agreement on Extrapulmonary Radiographic Findings in Chest X-Rays Using a Diagnostic Labelling Scheme
Lea Marie Pehrson, Dana Li, Alyas Mayar et al. Diagnostics, 2025. Cites: paper

Development and external validation of a deep learning electrocardiogram model for risk stratification of coronary revascularization need in the emergency department
Konstantin Alexander Krychtiuk, Alessandro Sionís. European Heart Journal Acute Cardiovascular Care, 2025. Cites: paper

Development of a digital treatment analyzer for the management of prostate cancer patients, with the help of real world data and use of predictive modelling
Lev Korolkov, Heather A. Robinson, Konstantinos Mouratis. Digital Health, 2025. Cites: paper

Impact of initial ventilation strategies on in-hospital mortality in sepsis patients: insights from the MIMIC-IV database
Yuxin Lu, Jingtao Zhang, Wanglin Zhang et al. BMC Pulmonary Medicine, 2025. Cites: paper

In-hospital use of beta-blockers for critically ill patients with acute heart failure: Whether and when to initiate
Zeming Zhou, Haixu Wang, Wei Wang et al. Journal of Clinical Anesthesia, 2025. Cites: paper

MetaGP: A generative foundation model integrating electronic health records and multimodal imaging for addressing unmet clinical needs
Fei Liu, Hong-Yu Zhou, Kai Wang et al. Cell Reports Medicine, 2025. Cites: paper

Racial Differences in Temporal Thermometry and Association with Delayed Sepsis Bundle Care
João Carlos Ramos Gonçalves de Matos, Mahmoud I Alwakeel, Sicheng Hao et al. medRxiv, 2025. Cites: dataset, paper

Advancing Chronic Disease Prediction with Your First-Visit: Ensemble and Deep Learning Approaches
Yaejin Lee, Junyeop Cha, Eunil Park. ACM Symposium on Applied Computing, 2025. Cites: paper

Chromosome-level genome assembly of Jiaobai (Zizania latifolia, Poceace)
Yan Huang, Yipeng Li, Lingyun Wang et al. Scientific Data, 2025. Cites: paper

Harness machine learning for multiple prognoses prediction in sepsis patients: evidence from the MIMIC-IV database
Suzhen Zhang, Hong Ding, Yiming Shen et al. BMC Medical Informatics and Decision Making, 2025. Cites: paper

Machine learning and population pharmacokinetics: a hybrid approach for optimizing vancomycin therapy in sepsis patients
Keyu Chen, Chuhui Wang, Wei Yu et al. Microbiology Spectrum, 2025. Cites: paper

The relationship between blood glucose and clinical outcomes after extracorporeal circulation: a retrospective cohort study
Li Li, Rui Li, Yi-Jiang Liu et al. Frontiers in Cardiovascular Medicine, 2025. Cites: paper

Deep learning electrocardiogram model for risk stratification of coronary revascularization need in the emergency department
Antonius Büscher, Lucas Plagwitz, Kemal Yildirim et al. European Heart Journal, 2025. Cites: paper

Subphenotypes and the De Ritis ratio for mortality risk stratification in sepsis-associated acute liver injury: a retrospective cohort study
Lars Palmowski, Britta Westhus, Andrea Witowski et al. EClinicalMedicine, 2025. Cites: paper

The impact of initiation timing of continuous renal replacement therapy on outcomes in critically ill patients with acute kidney injury a retrospective study from the MIMIC-IV database
Mangsuer Nuermaimaiti, Meiping Wang, Ran Lou et al. Scientific Reports, 2025. Cites: paper

Association between lactate-to-albumin ratio and mortality in hepatic failure: a retrospective cohort study
Huan Wu, Long Wu, Li Luo et al. BMC Infectious Diseases, 2025. Cites: paper

Platelet count trajectory patterns and prognosis in critically ill patients with thrombocytopenia: Based on latent growth mixture model analysis
Jiamei Li, Ruohan Li, Xuting Jin et al. Thrombosis Research, 2025. Cites: paper

Positive association between stress hyperglycemia ratio and ICU mortality in patients with pulmonary embolism: A retrospective study
Jian Min Liao, Dingyu Lu, Maojuan Wang et al. PLoS ONE, 2025. Cites: paper

Optimized Renal Replacement Therapy Decisions in Intensive Care: A Reinforcement Learning Approach
Lorenz Kapral, Răzvan Bologheanu, Mohammad Mahdi Azarbeik et al. Research Square, 2025. Cites: paper

Research progress of artificial intelligence and machine learning in pulmonary embolism
Yue Li, Limin Zhang, Haoran Liu et al. Frontiers in Medicine, 2025. Cites: dataset

Association between ketamine use and mortality in critically ill patients receiving mechanical ventilation: Analysis of the MIMIC-IV database
Yuecheng Yang, Huanyu Luo, Yunkui Zhang et al. PLoS ONE, 2025. Cites: paper

Association between lactate to albumin ratio and mortality among sepsis associated acute kidney injury patients
Yaotang Wang, Haixia Yu. BMC Infectious Diseases, 2025. Cites: paper

Development of a nomogram to predict in-ICU mortality of elderly patients with sepsis-associated liver injury: an analysis of the MIMIC-IV database
Xuemei Hu, Jianbao Wang, Susu Cao et al. Frontiers in Medicine, 2025. Cites: paper

Interpretive machine learning predicts short-term mortality risk in elderly sepsis patients
Xingyu Zhu, Zhi-Meng Jiang, Li Xiao et al. Frontiers in Physiology, 2025. Cites: paper

Investigating the role of aspirin on the mortality risk of sepsis-associated encephalopathy: a retrospective study
Fengzhen Huang, Jiping Yi, Qiuli Li et al. Frontiers in Neurology, 2025. Cites: dataset, paper

Relationship between coagulopathy score and survival in critically ill patients with liver cirrhosis and sepsis: a retrospective study
Tao Wang, Decai Wang, Ruizi Shi et al. BMC Infectious Diseases, 2025. Cites: paper

Association of hemoglobin-to-red blood cell distribution width ratio with mortality in critically Ill patients with heart failure and acute kidney injury: insights from the MIMIC-IV database
Xinping Xu, Rong Yang, Yujie Yin et al. BMC Cardiovascular Disorders, 2025. Cites: dataset, paper

Exploring the impact of glycemic variability on clinical outcomes in critically ill cerebral infarction patients
Hui Yang, Hongcai Wang, Yan Jiang. Diabetology & Metabolic Syndrome, 2025. Cites: paper

Risk factors and prediction model for carbapenem-resistant organism infection in sepsis patients
Ronghua Liu, Xiang Li, Jie Yang et al. European journal of medical research, 2025. Cites: paper

The role of TyG index as a predictor of all-cause mortality in hospitalized patients with acute pancreatitis: a retrospective study utilizing the MIMIC-IV database
Jian Min Liao, Dingyu Lu, Hong Xie et al. PLoS ONE, 2025. Cites: paper

A novel heterogeneous multi-criteria recommendation framework with experts’ knowledge fusion for medical examination items
Deng Chen, Weibo Liu, Jianghua Zhang et al. International Journal of General Systems, 2025. Cites: paper

Navigating Fairness in AI-based Prediction Models: Theoretical Constructs and Practical Applications
Siri Lise van der Meijden, Yuqing Wang, M. Sesmu Arbous et al. medRxiv, 2025. Cites: dataset

The future of artificial intelligence in cardiovascular monitoring
Massimiliano Greco, Marta Lubian, Maurizio Cecconi. Current Opinion in Critical Care, 2025. Cites: paper

Blood pressure variability associated with in-hospital and 30-day mortality in heart failure patients: a multicenter cohort study
Zhiqiang Zhang, Shanshan Tang, Lei Chen et al. Scientific Reports, 2025. Cites: paper

Effective Non-IID Degree Estimation for Robust Federated Learning in Healthcare Datasets
Kun-Yi Chen, Chi‐Ren Shyu, Yuan‐Yu Tsai et al. Journal of Healthcare Informatics Research, 2025. Cites: paper

Impact of glycemic control metrics on short- and long-term mortality in transcatheter aortic valve replacement patients: a retrospective cohort study from the MIMIC-IV database
Qingyun Yu, Qingan Fu, Xiaowei Ma et al. Cardiovascular Diabetology, 2025. Cites: paper

Evaluating Reasoning Capabilities of Large Language Models for Medical Coding and Hospital Readmission Risk Stratification with Zero Shot Prompting (Preprint)
Parvati Naliyatthaliyazchayil, Raajitha Muthyala, Judy Wawira Gichoya et al. 2025. Cites: dataset, paper

The J-shaped relationship between serum osmolality and all-cause mortality in critically ill patients with myocardial infarction: a retrospective cohort study
Long Gui, Heshan Cao, Min Zheng et al. Frontiers in Endocrinology, 2025. Cites: paper

Association between Hemoglobin Glycation Index and In-Hospital all-cause mortality of patients with Congestive Heart Failure: a retrospective study utilizing the MIMIC-IV database
Ling Yu Sun, Jie Yuan, Tao Wang et al. Frontiers in Endocrinology, 2025. Cites: paper

Comparison of machine learning and nomogram to predict 30-day in-hospital mortality in patients with acute myocardial infarction combined with cardiogenic shock: a retrospective study based on the eICU-CRD and MIMIC-IV databases
Caiyu Shen, Shuai Wang, Ruiheng Huo et al. BMC Cardiovascular Disorders, 2025. Cites: paper

Hypertension Medication Recommendation via Synergistic and Selective Modeling of Heterogeneous Medical Entities: A Study (Preprint)
Ke Zhang, Zhichang Zhang, Yali Liang et al. 2025. Cites: paper

Impact of statin use on short- and long-term outcomes in patients with sepsis-induced myocardial injury: insights from the MIMIC-IV database
Yuan Liu, Jijiang Chen, Yehao Yuan et al. Frontiers in Pharmacology, 2025. Cites: paper

An Ensemble Patient Graph Framework for Predictive Modelling from Electronic Health Records and Medical Notes
S. Daphne, V. Mary Anita Rajam, Palle. Sai Hemanth et al. Diagnostics, 2025. Cites: paper

Association between the haemoglobin glycation index and 30-day and 365-day mortality in patients with heart failure admitted to the intensive care unit
Ziyu Guo, Yike Li, Shuoyan An et al. Diabetology & Metabolic Syndrome, 2025. Cites: paper

Association between the stress hyperglycemia ratio and all-cause mortality in critically ill patients with T2DM: a retrospective study
Yuanyuan Rui, Bing Wu, Changbao Huang et al. Frontiers in Endocrinology, 2025. Cites: paper

Benchmarking Interpretability in Healthcare Using Pattern Discovery and Disentanglement
Pei-Yuan Zhou, Amane Takeuchi, Fernando Martinez Lopez et al. Bioengineering, 2025. Cites: paper

Contrastive learning with large language models for medical code prediction
Yuzhou Wu, Jin Zhang, Xuechen Chen et al. Expert Systems with Applications, 2025. Cites: paper

Generative Artificial Intelligence in Medicine
Divya Shanmugam, Monica Agrawal, Rajiv Movva et al. Annual Review of Biomedical Data Science, 2025. Cites: paper

Machine learning-based scoring model for predicting mortality in ICU-admitted ischemic stroke patients with moderate to severe consciousness disorders
Zhou Zhou, Bo Chen, Zhaojun Mei et al. Frontiers in Neurology, 2025. Cites: paper

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