Publications citing MIMIC-IV v3.1

An empirical study on KDIGO-defined acute kidney injury prediction in the intensive care unit
Xinrui Lyu, Bowen Fan, Matthias Hüser et al. Bioinformatics, 2024. Cites: paper

Association between serum creatinine to albumin ratio and short- and long-term all-cause mortality in patients with acute pancreatitis admitted to the intensive care unit: a retrospective analysis based on the MIMIC-IV database
Jianjun Wang, Han Li, Huiwen Luo et al. Frontiers in Immunology, 2024. Cites: paper

Variation in monitoring: Glucose measurement in the ICU as a case study to preempt spurious correlations
Khushboo Teotia, Yueran Jia, Naira Link Woite et al. Journal of Biomedical Informatics, 2024. Cites: paper

Drought intensification in Brazilian catchments: implications for water and land management
André S. Ballarin, Mijael Rodrigo Vargas Godoy, Masoud Zaerpour et al. Environmental Research Letters, 2024. Cites: paper

Risk factors associated with in-hospital mortality in critically ill elderly patients with venous thromboembolism
Anju Puri, Mohan Giri, Manoj Oli et al. International Journal of Research in Medical Sciences, 2024. Cites: paper

Towards Transparent Healthcare: Advancing Local Explanation Methods in Explainable Artificial Intelligence
Carlo Metta, Andrea Beretta, Roberto Pellungrini et al. Bioengineering, 2024. Cites: paper

Exploring the impact of OSA on short-term survival in patients with AECOPD admitted to the ICU
Liangfeng Liu, Yang Chen, Guanwen He et al. PLoS ONE, 2024. Cites: paper

Abdominal physical examinations in early stages benefit critically ill patients without primary gastrointestinal diseases: a retrospective cohort study
Xiao Cui, Yu Shi, Xinlei He et al. Frontiers in Medicine, 2024. Cites: paper

Red Blood Cell Distribution Width as a Risk Factor for 30/90-Day Mortality in Patients with Gastrointestinal Bleeding: Analysis of the MIMIC-IV Database
Yu Chen, Yang Chen, Ming Li et al. Digestive Diseases and Sciences, 2024. Cites: paper

Triglyceride Glucose Index: as an Effective predictor for Vancomycin-Induced Acute Kidney Injury
Yuan Li, Shuang Song, Liying Zhu et al. Research Square, 2024. Cites: paper

Utilizing natural language processing and large language models in the diagnosis and prediction of infectious diseases: A systematic review
Mahmud Omar, Dana Brin, Benjamin Scott Glicksberg et al. American Journal of Infection Control, 2024. Cites: paper

The open data revolution: Enhancing healthcare in intensive care units
Sergio Muñoz Lezcano, Carmen de la Fuente, Ángel Estella et al. Medicina Intensiva (English Edition), 2024. Cites: paper

Machine learning-based model stacking and multi-key biomarker association for rapid differentiation of patients with acute chest pain：a multicenter study with subgroup bias evaluation (Preprint)
Ao Sun, Wentao Yang, Donghao Sun et al. 2024. Cites: paper

Evaluating large language models as agents in the clinic
Nikita Mehandru, Brenda Y. Miao, Eduardo Rodriguez Almaraz et al. npj Digital Medicine, 2024. Cites: paper

Sex Differences in the Epidemiology, Risk Factors, and Prognosis of Malignant Ventricular Arrhythmias in Sepsis Patients
Le Li, Xi Peng, Likun Zhou et al. Reviews in Cardiovascular Medicine, 2024. Cites: paper

Table 0; documenting the steps to go from clinical database to research dataset
Jip W T M de Kok, Bas C. T. van Bussel, Ronny M. Schnabel et al. Journal of Clinical Epidemiology, 2024. Cites: dataset

Triglyceride-glucose index predicts sepsis-associated acute kidney injury and length of stay in sepsis: A MIMIC-IV cohort study
Yijiao Fang, Bo Xiong, Xue Shang et al. Heliyon, 2024. Cites: paper

Risk analysis of the association between different hemoglobin glycation index and poor prognosis in critical patients with coronary heart disease-A study based on the MIMIC-IV database
Xing Wei, Xinghua Chen, Zhipeng Zhang et al. Cardiovascular Diabetology, 2024. Cites: paper

Aiding ICD-10 Encoding of Clinical Health Records Using Improved Text Cosine Similarity and PLM-ICD
Hugo Silva, Vítor Duque, Mário Macedo et al. Algorithms, 2024. Cites: paper

Blood urea nitrogen to serum albumin ratio: a novel mortality indicator in intensive care unit patients with coronary heart disease
Lingzhi Zhang, Muqi Xing, Qi Yu et al. Scientific Reports, 2024. Cites: paper

Association between triglyceride-glucose index and mortality in patients with cirrhosis: a retrospective cohort study
Xinyi Ma. Research Square, 2024. Cites: dataset

Harnessing Big Data in Critical Care: Exploring a new European Dataset
Niklas Rodemund, Bernhard Wernly, Christian Jung et al. Scientific Data, 2024. Cites: paper

Künstliche Intelligenz in der Intensivmedizin
André Baumgart, Grietje Ch Beck, David Ghezel-Ahmadi. Medizinische Klinik - Intensivmedizin und Notfallmedizin, 2024. Cites: paper

Feature selection and risk prediction for diabetic patients with ketoacidosis based on MIMIC-IV
Yang Liu, Wei Mo, He Wang et al. Frontiers in Endocrinology, 2024. Cites: paper

Impact of mechanical ventilation on clinical outcomes in ICU-admitted Alzheimer’s disease patients: a retrospective cohort study
Han Liu, Qun Liang, Yang Yang et al. Frontiers in Public Health, 2024. Cites: paper

Participant flow diagrams for health equity in AI
Jacob Ellen, João Carlos Ramos Gonçalves de Matos, Martin Viola et al. Journal of Biomedical Informatics, 2024. Cites: paper

Artificial intelligence powered advancements in upper extremity joint MRI: A review
Wei Chen, Lincoln Jian Rong Lim, Rebecca Qian Ru Lim et al. Heliyon, 2024. Cites: paper

Identification and validation of sepsis subphenotypes using time-series data
Chenxiao Hao, Rui Hao, Huiying Zhao et al. Heliyon, 2024. Cites: paper

DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency
Wenfang Yao, Kejing Yin, William K. Cheung et al. Proceedings of the AAAI Conference on Artificial Intelligence, 2024. Cites: paper

IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers
Jingge Xiao, Leonie Basso, Wolfgang Nejdl et al. Proceedings of the AAAI Conference on Artificial Intelligence, 2024. Cites: dataset, paper

KAMEL: Knowledge Aware Medical Entity Linkage to Automate Health Insurance Claims Processing
Sheng Jie Lui, Cheng Xiang, Shonali Priyadarsini Krishnaswamy. Proceedings of the AAAI Conference on Artificial Intelligence, 2024. Cites: paper

VITA: ‘Carefully Chosen and Weighted Less’ Is Better in Medication Recommendation
Taeri Kim, Jiho Heo, Hongil Kim et al. Proceedings of the AAAI Conference on Artificial Intelligence, 2024. Cites: paper

Artificial intelligence to advance acute and intensive care medicine
Laurens A. Biesheuvel, Dave Anton Dongelmans, Paul Elbers. Current Opinion in Critical Care, 2024. Cites: paper

Association between different hemoglobin glycation index and poor prognosis in patients with a first diagnosis of acute myocardial infarction-a study based on the MIMIC-IV database
Ben Hu, Linlin Hou. Research Square, 2024. Cites: paper

Serum phosphate levels and the development of sepsis associated acute kidney injury: evidence from two independent databases
Yipeng Fang, Yuan Zhang, Xin Zhang. Frontiers in Medicine, 2024. Cites: dataset

Association of red cell distribution width/albumin ratio and in hospital mortality in patients with atrial fibrillation base on medical information mart for intensive care IV database
Liya Pan, Jing Song. BMC Cardiovascular Disorders, 2024. Cites: paper

Association between stress hyperglycemia ratio with short-term and long-term mortality in critically ill patients with ischemic stroke
Haowei Pan, Yiqun Xiong, Yanming Huang et al. Acta Diabetologica, 2024. Cites: paper

Personalized Federated Graph Learning on Non-IID Electronic Health Records
Tao Tang, Zhuoyang Han, Zhen Cai et al. IEEE Transactions on Neural Networks and Learning Systems, 2024. Cites: paper

A Reinforcement Learning Approach for Predicting the Onset of Septic Shock Patients with Unfair Bias
Sijia Zhang, Zunliang Wang, Yuyan Zhang et al. International Conference on Biomedical Engineering and Applications (ICBEA), 2024. Cites: paper

Relationship between sodium level and in-hospital mortality in traumatic brain injury patients of MIMIC IV database
Xiaoliang Wang, Xin Li, Jiahao Sun et al. Frontiers in Neurology, 2024. Cites: dataset, paper

Triglyceride-glucose index: a novel evaluation tool for all-cause mortality in critically ill hemorrhagic stroke patients-a retrospective analysis of the MIMIC-IV database
Yongwei Huang, Zongping Li, Xiaoshuang Yin. Cardiovascular Diabetology, 2024. Cites: paper

VMS: Interactive Visualization to Support the Sensemaking and Selection of Predictive Models
Chen He, Vishnu Raj, Hans Moen et al. ACM International Conference on Intelligent User Interfaces (IUI), 2024. Cites: paper

Assessing the impact of transitioning to 11th revision of the International Classification of Diseases (ICD-11) on comorbidity indices
Jean Noël Nikiema, Djeneba Thiam, Azadeh Bayani et al. Journal of the American Medical Informatics Association, 2024. Cites: paper

Establishment and validation of a predictive model for tracheotomy in critically ill patients and analysis of the impact of different tracheotomy timing on patient prognosis
xinghua chen, Jing Zhao, Chen Cheng et al. Research Square, 2024. Cites: paper

Machine learning to predict adverse drug reaction or event based on electronic health records: a systematic review and meta-analysis
Qiaozhi Hu, Xiaoqi Li, dan Zou et al. Research Square, 2024. Cites: paper

Serum albumin levels and pulmonary embolism risk: insights from observational and mendelian randomization studies
Zhihai Huang, Wenqiang Huang, Lingpin Pang et al. Research Square, 2024. Cites: paper

Association Between the Red Blood Cell Distribution Width and 30-Day Mortality in Intensive Care Patients Undergoing Cardiac Surgery: A Retrospective Observational Study Based on the Medical Information Mart for Intensive Care-IV Database
Weiqiang Chen, Peiling Yu, Chao Chen et al. Annals of Laboratory Medicine, 2024. Cites: paper

A Reassessment of Sodium Correction Rates and Hospital Length of Stay Accounting for Admission Diagnosis
Eric Raphael Gottlieb, Leo Anthony Celi. medRxiv, 2024. Cites: paper

Drop the shortcuts: image augmentation improves fairness and decreases AI detection of race and other demographics from medical images
Ryan Wang, Po‐Chih Kuo, Li-Ching Chen et al. EBioMedicine, 2024. Cites: paper

Association between pre-ICU aspirin administration and ARDS mortality in the MIMIC-IV database: A cohort study
Yi Yu, Dengcan Yang, Qianqian Wang et al. Pulmonary Pharmacology & Therapeutics, 2024. Cites: paper

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