Publications citing MIMIC-IV v3.1

The development of a C5.0 machine learning model in a limited data set to predict early mortality in patients with ARDS undergoing an initial session of prone positioning
David M. Hannon, Jaffar David Abbas Syed, Bairbre McNicholas et al. Intensive Care Medicine Experimental, 2024. Cites: paper

Association of dementia with the 28-day mortality of sepsis: an observational and Mendelian randomization study
Ying Lan, Junchen Zhu, Peng Pu et al. Frontiers in Aging Neuroscience, 2024. Cites: paper

Developing a Medical Question-Answering Chatbot for Egyptian Arabic: A Comparative Study
Esraa Ismail, Muhammad Yahya, Mariam Nabil et al. International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC), 2024. Cites: paper

Survival models and longitudinal medical events for hospital readmission forecasting
Sacha Davis, Russell Greiner. BMC Health Services Research, 2024. Cites: dataset

Factors and machine learning models for predicting successful discontinuation of continuous renal replacement therapy in critically ill patients with acute kidney injury: a retrospective cohort study based on MIMIC-IV database
Shuyue Sheng, Andong Li, Xiaobin Liu et al. BMC Nephrology, 2024. Cites: paper

Shareable artificial intelligence to extract cancer outcomes from electronic health records for precision oncology research
Kenneth L. Kehl, Justin Jee, Karl Pichotta et al. Nature Communications, 2024. Cites: paper

Updating surrogate models in early building design via tabular transfer learning
Laura Hinkle, Nathan Collin Brown. Building and Environment, 2024. Cites: paper

Association between serum glucose potassium ratio and mortality in critically ill patients with intracerebral hemorrhage
Jianyi Liu, Fuqun Luo, Yizhi Guo et al. Scientific Reports, 2024. Cites: paper

ECG-based intelligent model for coronary heart disease screening
Xin Chen, Yanxiang Niu, Jerome Fan et al. International Conference on Biomedical and Bioinformatics Engineering (ICBBE), 2024. Cites: paper

The association between stress hyperglycemia ratio and clinical outcomes in patients with sepsis-associated acute kidney injury: a secondary analysis of the MIMIC-IV database
Yuanjun Zhou, Liping Zhong, Yuting Zhong et al. BMC Infectious Diseases, 2024. Cites: paper

Prospects for AI clinical summarization to reduce the burden of patient chart review
Chanseo Lee, Kimon A. Vogt, Sonu Kumar. Frontiers in Digital Health, 2024. Cites: paper

Prognostic significance of fibrinogen levels in sepsis-associated acute kidney injury: unveiling a nonlinear relationship and clinical implications
Manqin Chen, Xinbin Chen, Huaxiang Ling et al. Frontiers in Nephrology, 2024. Cites: paper

Real-World Evidence: Integrating Machine Learning with Real-World Big Data for Predictive Analytics in Healthcare
Nicolas Vecchio. Cardiology, 2024. Cites: paper

CIDGMed: Causal Inference-Driven Medication Recommendation with Enhanced Dual-Granularity Learning
Shunpan Liang, Xiang Li, Shi Mu et al. Knowledge-Based Systems, 2024. Cites: paper

Development and validation of a model for predicting in-hospital mortality in patients with sepsis-associated kidney injury receiving renal replacement therapy: a retrospective cohort study based on the MIMIC-IV database
Caifeng Li, Ke Zhao, Qian Ren et al. Frontiers in Cellular and Infection Microbiology, 2024. Cites: paper

Artificial Intelligence in Cardiovascular Clinical Trials
Jonathan W. Cunningham, William T. Abraham, Ankeet S. Bhatt et al. Journal of the American College of Cardiology, 2024. Cites: paper

Clinical Subtype Trajectories in Sepsis Patients Admitted to the ICU: A Secondary Analysis of an Observational Study
Marleen A. Slim, Rombout B. E. van Amstel, Marcella C.A. Müller et al. Critical Care Explorations, 2024. Cites: paper

Impact of New-Onset Atrial Fibrillation on Mortality in Critically Ill Patients
Hongda Zhang, Lei Ding, Lijie Mi et al. Clinical Epidemiology, 2024. Cites: paper

Red Blood Cell Distribution Width/Hematocrit Ratio: A New Predictor of 28 Days All-Cause Mortality of AECOPD Patients in ICU
Zhiwei Long, Qiyuan Zeng, Yonger Ou et al. International Journal of COPD, 2024. Cites: paper

Subphenotypic features of patients with sepsis and ARDS: a multicenter cohort study
Nan Li, DeYu Fang, Feng Ge et al. Frontiers in Medicine, 2024. Cites: paper

Unsupervised learning‐derived phenotypes for personalized fluid management in critically ill patients with heart failure: A multicenter study
Chengjian Guan, Angwei Gong, Yan Zhao et al. Clinical and Translational Medicine, 2024. Cites: paper

MANet: A Multiview Attention Network for Automatic ICD Coding
Hualei Shen, Haizhu Wang, Guoqing Shangguan et al. Lecture notes in computer science, 2024. Cites: paper

Overall and linked blood pressure variabilities in the first 24 hours and mortality after spontaneous intracerebral hemorrhage: a retrospective study of 1,036 patients
Hangyul Cho, Taehoon Kim, Younsuk Lee et al. Anesthesia and Pain Medicine, 2024. Cites: paper

Robust extraction of pneumonia-associated clinical states from electronic health records
Feihong Xu, Félix Leonardo Morales, Luı́s A. Nunes Amaral. Proceedings of the National Academy of Sciences, 2024. Cites: dataset, paper

Interpretable machine learning model for new-onset atrial fibrillation prediction in critically ill patients: a multi-center study
Chengjian Guan, Angwei Gong, Yan Zhao et al. Critical Care, 2024. Cites: paper

Association between the triglyceride-glucose index and all-cause mortality in critically ill patients with traumatic brain injury: analysis of two large cohorts
Yunfei Li, Yu Lin Deng, Guoyi Gao et al. Research Square, 2024. Cites: paper

Enhancing Predictive Models for Mortality in Heart Failure Patients with Clostridioides difficile Infection
Stephan Peronard Mayntz. Cardiology, 2024. Cites: paper

Predicting High‐Flow Nasal Cannula Oxygen Therapy Failure in Patients With Acute Hypoxaemic Respiratory Failure Using Machine Learning: Model Development and External Validation
Hongtao Cheng, Zichen Wang, Mei Feng et al. Journal of Clinical Nursing, 2024. Cites: paper

Predictive value of glucose coefficient of variation for in-hospital mortality in acute myocardial infarction patients undergoing PCI: Insights from the MIMIC-IV database
Zixuan Zhang, Mengmeng Ji, Qingqing Zhao et al. International Journal of Cardiology Cardiovascular Risk and Prevention, 2024. Cites: paper

Early prediction of sepsis in emergency department patients using various methods and scoring systems
Yun‐Feng Song, Hao‐Neng Huang, Jia‐Jun Ma et al. Nursing in Critical Care, 2024. Cites: paper

Identifying and Characterizing Bias at Scale in Clinical Notes Using Large Language Models
Donald U. Apakama, Kim-Anh-Nhi Nguyen, Daphnee Hyppolite et al. medRxiv, 2024. Cites: dataset

RETRACTED ARTICLE: Knowledge graph driven medicine recommendation system using graph neural networks on longitudinal medical records
Rajat Mishra, S. Shridevi. Scientific Reports, 2024. Cites: paper

Construction of Survival Nomogram for Ventilator-Associated Pneumonia Patients: Based on MIMIC Database
J.Z. Li, Hong Yan. Surgical Infections, 2024. 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 (English Edition), 2024. Cites: paper

Elevated postoperative systemic immune-inflammation index associates with acute kidney injury after cardiac surgery: a large-scale cohort study
Yihao Li, Huansen Huang, Hongbin Zhou. Frontiers in Cardiovascular Medicine, 2024. Cites: paper

Metoprolol use is associated with improved outcomes in patients with sepsis-induced cardiomyopathy: an analysis of the MIMIC-IV database
Liping Zhong, Yuting Zhong, Yilin Liao et al. BMC Cardiovascular Disorders, 2024. Cites: dataset, paper

Association between serum anion gap and 28-day mortality in critically ill patients with infective endocarditis: a retrospective cohort study from MIMIC IV database
Yingxiu Huang, Ting Ao, Zhen Peng et al. BMC Cardiovascular Disorders, 2024. Cites: paper

Association of systemic corticosteroid use with prognosis of patients with acute exacerbations of chronic obstructive pulmonary disease in the intensive care unit: a propensity score-matched cohort study
Le Bai, Pengfei Zhu, Tingyu Pan et al. BMC Medicine, 2024. Cites: dataset, paper

Early Prediction of Invasive Mechanical Ventilation Needs in Patients Admitted to Intensive Care Units: A Novel Ensemble Learning Approach
Michael Zhou. International Conference on Intelligent Computing in Data Sciences (ICDS), 2024. Cites: paper

Predicting the fatigue life of additively manufactured AlSi10Mg alloy using a physics-informed neural network incorporating continuous damage mechanics
Qin Wu, Haijie Wang, Bo Li. Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture, 2024. Cites: paper

Association between glycemic variability and 28-day all-cause mortality in patients with ARDS: A retrospective study based on the MIMIC-IV database
Yubiao Chen, Lifei Lu, Baiyun Liu et al. Research Square, 2024. Cites: paper

CausalMed: Causality-Based Personalized Medication Recommendation Centered on Patient Health State
Xiang Li, Shunpan Liang, Yu Lei et al. ACM International Conference on Information and Knowledge Management (CIKM), 2024. Cites: paper

Clinical phenotyping of septic shock with latent profile analysis: A retrospective multicenter study
Guanghao Liu, Rui Wu, Jun He et al. Journal of Critical Care, 2024. Cites: paper

PRISM: Mitigating EHR Data Sparsity via Learning from Missing Feature Calibrated Prototype Patient Representations
Yinghao Zhu, Zixiang Wang, Long He et al. ACM International Conference on Information and Knowledge Management (CIKM), 2024. Cites: paper

Association between serum calcium and in-hospital mortality in intensive care unit patients with cerebral infarction: a cohort study
Kaiwu Meng, Xiaoyang Lei, Dian He. Frontiers in Neurology, 2024. Cites: paper

Predictive value of triglyceride glucose index in acute kidney injury in patients with severe traumatic brain injury
Jiang Huang, Chencheng Song, Guosheng Gu et al. Scientific Reports, 2024. Cites: paper

Prognostic value of red blood cell distribution width in sepsis induced cardiomyopathy patients
Jian Liao, Dingyu Lu, Lian Zhang et al. Scientific Reports, 2024. Cites: paper

rU-Net, Multi-Scale Feature Fusion and Transfer Learning: Unlocking the Potential of Cuffless Blood Pressure Monitoring With PPG and ECG
Jiaming Chen, Xueling Zhou, Lei Feng et al. IEEE Journal of Biomedical and Health Informatics, 2024. Cites: paper

Challenges and applications in generative AI for clinical tabular data in physiology
Chaithra Umesh, Manjunath Mahendra, Saptarshi Bej et al. Pflügers Archiv - European Journal of Physiology, 2024. Cites: paper

Prognostic value of albumin-based indices for mortality after heart failure: a systematic review and meta-analysis
Jiang Ji, Ping Miao, Gang Xin. BMC Cardiovascular Disorders, 2024. Cites: paper

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