Publications citing MIMIC-IV v3.1

Corticosteroids for infectious critical illness: A multicenter target trial emulation stratified by predicted organ dysfunction trajectory
Suraj Rajendran, Zhenxing Xu, Weishen Pan et al. medRxiv, 2024. Cites: paper

A comprehensive benchmark for COVID-19 predictive modeling using electronic health records in intensive care
Junyi Gao, Yinghao Zhu, Wenqing Wang et al. Patterns, 2024. Cites: paper

Association between albumin-corrected anion gap and in-hospital mortality of intensive care patients with trauma: A retrospective study based on MIMIC-Ⅲ and Ⅳ databases
Fei Yin, Zhenguo Qiao, Xiaofei Wu et al. PLoS ONE, 2024. Cites: paper

Generating Synthetic Electronic Health Record Data Using Generative Adversarial Networks: Tutorial
Chao Yan, Ziqi Zhang, Steve Nyemba et al. JMIR AI, 2024. Cites: paper

Predicting sepsis in-hospital mortality with machine learning: a multi-center study using clinical and inflammatory biomarkers
Guyu Zhang, Fei Shao, Yuan Wei et al. European journal of medical research, 2024. Cites: paper

The Triglyceride-glucose Index and Acute Kidney Injury Risk in Critically Ill Patients with Coronary Artery Disease
Yi Zhang, Gang Li, Junjie Li et al. Research Square, 2024. Cites: paper

Development and validation a nomogram prediction model for early diagnosis of bloodstream infections in the intensive care unit
Zhili Qi, Lei Dong, Jin Lin et al. Frontiers in Cellular and Infection Microbiology, 2024. Cites: paper

Prognostic significance of the stress hyperglycemia ratio and admission blood glucose in diabetic and nondiabetic patients with spontaneous intracerebral hemorrhage
Shengru Liang, Xiaoxi Tian, Fei Gao et al. Diabetology & Metabolic Syndrome, 2024. Cites: paper

A pretrain-finetune approach for improving model generalizability in outcome prediction of acute respiratory distress syndrome patients
Songlu Lin, Meicheng Yang, Chengyu Liu et al. International Journal of Medical Informatics, 2024. Cites: paper

Association between body mass index and delirium incidence in critically ill patients: a retrospective cohort study based on the MIMIC-IV Database
Jianlei Fu, Xuepeng Zhang, Geng Zhang et al. BMJ Open, 2024. Cites: dataset

Development and Validation of a Machine learning Model for the Prediction of Short-Term Mortality among Patients with Sepsis: A Retrospective Cohort Study
Xiaocong Hu, Ming Chen, Qianni Zhu et al. Research Square, 2024. Cites: dataset

Stress hyperglycemia ratio linked to worse prognosis in Cardiac Intensive Care Unit patients: A retrospective observational study
Qianqian Zhang, Huaqiang Xiang, Qianqian Xu et al. Diabetes Research and Clinical Practice, 2024. Cites: paper

Clinical nomogram prediction model to assess the risk of prolonged ICU length of stay in patients with diabetic ketoacidosis: a retrospective analysis based on the MIMIC-IV database
Jincun Shi, Fujin Chen, Kaihui Zheng et al. BMC Anesthesiology, 2024. Cites: paper

Effect of age and ICU types on mortality in invasive mechanically ventilated patients with sepsis receiving dexmedetomidine: a retrospective cohort study with propensity score matching
Shuai Zhao, Ruihui Zhou, Qi Zhong et al. Frontiers in Pharmacology, 2024. Cites: dataset

Graph neural networks for clinical risk prediction based on electronic health records: A survey
Heloísa Oss Boll, Ali Amirahmadi, Mirfarid Musavian Ghazani et al. Journal of Biomedical Informatics, 2024. Cites: paper

Exploring the therapeutic role of early heparin administration in ARDS management: a MIMIC-IV database analysis
Ling-Xi Xiao, De Liang Zhu, Juan Chen et al. Journal of Intensive Care, 2024. Cites: paper

Associations of variability in blood glucose and systolic blood pressure with mortality in patients with coronary artery disease: A retrospective cohort study from the MIMIC-IV database
Haoming He, Yingying Xie, Zhe Wang et al. Diabetes Research and Clinical Practice, 2024. Cites: dataset, paper

Development and Validation of the VIOSync Sepsis Prediction Index: A Novel Machine Learning Model for Sepsis Prediction in ICU Patients
Sotirios G. Liliopoulos, Alexander Dejaco, Vasileios S. Dimakopoulos et al. medRxiv, 2024. Cites: paper

Integrating Artificial Intelligence for Advancing Multiple-Cancer Early Detection via Serum Biomarkers: A Narrative Review
Hsin‐Yao Wang, Wan-Ying Lin, Chenfei Zhou et al. Cancers, 2024. Cites: paper

Self-Supervised Representation Learning on Electronic Health Records with Graph Kernel Infomax
Hao-Ren Yao, Nairen Cao, Katina Russell et al. ACM Transactions on Computing for Healthcare, 2024. Cites: paper

Response of mineral particles in inland lakes to water optical properties and its influence on chlorophyll-a estimation
Huaiqing Liu, Chenyang Wei, Heng Lyu et al. Optics Express, 2024. Cites: paper

The establishment and optimization of a long-term prognosis assessment model for patients in sepsis combined with heart failure: Based on the Medical Information Mart for Intensive Care IV database
Ma Desheng, Li Ma, Meng Yanfei. Research Square, 2024. Cites: dataset

Upper gastrointestinal haemorrhage patients' survival: A causal inference and prediction study
Fuxing Deng, Yaoyuan Cao, Shuangping Zhao. European Journal of Clinical Investigation, 2024. Cites: paper

Machine learning-based prediction of in-hospital mortality for critically ill patients with sepsis-associated acute kidney injury
Tianyun Gao, Zhiqiang Nong, Yu‐Zhen Luo et al. Renal Failure, 2024. Cites: dataset

Effect of immediate initiation of invasive ventilation on mortality in acute hypoxemic respiratory failure: a target trial emulation
Ricard Mellado-Artigas, X. Borrat, Bruno Leonel Ferreyro et al. Research Square, 2024. Cites: paper

Simultaneous assessment of stress hyperglycemia ratio and glycemic variability to predict mortality in patients with coronary artery disease: a retrospective cohort study from the MIMIC-IV database
Haoming He, Shu-wen Zheng, Yingying Xie et al. Cardiovascular Diabetology, 2024. Cites: dataset, paper

Nonlinear relationship between ionized calcium and 28-day mortality in patients with sepsis: A retrospective cohort study from MIMIC-IV database
Zhanyao Liang, Yunting Chen, Yuanshen Zhou et al. medRxiv, 2024. Cites: paper

Acute kidney injury prediction model utility in premature myocardial infarction
Fang Tao, Hongmei Yang, Wenguang Wang et al. iScience, 2024. Cites: paper

An Empirical Study on KDIGO-Defined Acute Kidney Injury Prediction in the Intensive Care Unit
Xinrui Lyu, Bowen Fan, Matthias Hüser et al. medRxiv, 2024. Cites: paper

Clinical risk prediction using language models: benefits and considerations
Angeela Acharya, Sulabh Shrestha, Anyi Chen et al. Journal of the American Medical Informatics Association, 2024. Cites: paper

A comparison of invasive arterial blood pressure measurement with oscillometric non-invasive blood pressure measurement in patients with sepsis
Ziqing Jiang, Shaoying Li, Lin Wang et al. Journal of Anesthesia, 2024. Cites: dataset

DRR: Global Context-Aware Neural Network Using Disease Relationship Reasoning and Attention-Based Feature Fusion
Zhixing Ding, Zhengqiang Li, Xi Li et al. Mathematics, 2024. Cites: paper

A systematic evaluation of the performance of GPT‐4 and PaLM2 to diagnose comorbidities in MIMIC‐IV patients
Peter Sarvari, Zaid Al-Fagih, Abdullatif Ghuwel et al. Health care science, 2024. Cites: paper

Maximum stress hyperglycemia ratio within the first 24 h of admission predicts mortality during and after the acute phase of acute coronary syndrome in patients with and without diabetes: A retrospective cohort study from the MIMIC-IV database
Haoming He, Zhe Wang, Yingying Xie et al. Diabetes Research and Clinical Practice, 2024. Cites: paper

Natural Language Processing for Radiation Oncology: Personalizing Treatment Pathways
Hui Lin, Lisa Ni, Christina Phuong et al. Pharmacogenomics and Personalized Medicine, 2024. Cites: paper

Association between acetaminophen administration and clinical outcomes in patients with sepsis admitted to the ICU: a retrospective cohort study
Shilin Sun, Han Liu, Qun Liang et al. Frontiers in Medicine, 2024. Cites: paper

The Scoring Model to Predict ICU Stay and Mortality After Emergency Admissions in Atrial Fibrillation: A Retrospective Study of 30,206 Patients
Tao Hong, Xiaozhu Liu, Jiewen Deng et al. Research Square, 2024. Cites: paper

Assessing Conventional and Deep Learning-Based Approaches for Named Entity Recognition in Unstructured Hungarian Medical Reports
Gergő Bogacsovics, Balázs Harangi, Marcell Beregi-Kovács et al. IEEE World Symposium on Applied Machine Intelligence and Informatics (SAMI), 2024. Cites: paper

Visualising Healthcare Process Variability
Hunter Chen Chen, Abel Armas-Cervantes, Vickie Irving et al. Studies in health technology and informatics, 2024. Cites: dataset

Predictive model of acute kidney injury in critically ill patients with acute pancreatitis: a machine learning approach using the MIMIC-IV database
Shengwei Lin, Wenbin Lu, Ting Wang et al. Renal Failure, 2024. Cites: paper

Does ICU admission dysphagia independently contribute to delirium risk in ischemic stroke patients? Results from a cohort study
Hongtao Cheng, Simeng Song, Yonglan Tang et al. BMC Psychiatry, 2024. Cites: paper

Association between piperacillin/tazobactam use and acute kidney injury in critically ill patients: a retrospective multicentre cohort study
Bruno Martins Tomazini, Bruno Adler Maccagnan Pinheiro Besen, Leandro Utino Taniguchi et al. Journal of Antimicrobial Chemotherapy, 2024. Cites: paper

DRG-LLaMA : tuning LLaMA model to predict diagnosis-related group for hospitalized patients
Hanyin Wang, Chufan Gao, Christopher Dantona et al. npj Digital Medicine, 2024. Cites: paper

ICU admission Braden score independently predicts delirium in critically ill patients with ischemic stroke
Hongtao Cheng, Yitong Ling, Qiugui Li et al. Intensive and Critical Care Nursing, 2024. Cites: paper

Gastrointestinal symptoms in sepsis shock patients: diastolic arterial pressure matter
Qianwen Wang, Ge Zhang. Research Square, 2024. Cites: paper

Mean arterial pressure to norepinephrine equivalent dose ratio for predicting renal replacement therapy requirement: a retrospective analysis from the MIMIC-IV
Qiang Liu, Yawen Fu, Zhuo Zhang et al. International Urology and Nephrology, 2024. Cites: paper

Neurological intervention transition model for dynamic prediction of good outcome in spontaneous subarachnoid haemorrhage
Yiming Luo, Stephen John Payne. Scientific Reports, 2024. Cites: paper

Oral anticoagulants increased 30-day survival in sepsis patients complicated with atrial fibrillation: a retrospective analysis from MIMIC-IV database
Gaoyuan Ge, Dan Bo, Rongli Jiang et al. Frontiers in Cardiovascular Medicine, 2024. Cites: paper

Assessing Different Diagnoses in MIMIC-IV v2.2 and MIMIC-IV-ED Datasets
Muhammad Adib Uz Zaman. Archives of Proteomics and Bioinformatics, 2024. Cites: paper

The influence of gender on the epidemiology of and outcome from sepsis associated acute kidney injury in ICU: a retrospective propensity-matched cohort study
Wei Jiang, Song Lin, Yaosheng Zhang et al. European journal of medical research, 2024. Cites: paper

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