Publications citing MIMIC-IV v3.1

Prognostic significance of estimated pulse wave velocity in critically ill patients with coronary heart disease: analysis from the Medical Information Mart for Intensive Care IV database
Yingzhen Gu, Xiaorong Han, Jinxing Liu et al. European Heart Journal - Quality of Care and Clinical Outcomes, 2024. Cites: dataset

White Blood Cell-to-Haemoglobin Ratio as a Predictor of 30-Day Mortality in ICU Patients with Pulmonary Hypertension: Analysis of the MIMIC-IV Database
Shuangping Li, Shenshen Huang, Yuxuan Feng et al. Research Square, 2024. Cites: paper

Data-Driven Exploration: Analyzing Triage Data's Role in Predicting Intensive Care Unit Transfers within 24 Hours
Andrian Reinaldo Crispin, Victor Trismanjaya Hulu, Muhammad Atqa Adzkia Zaldi et al. International Conference on Technology Innovation and Its Applications (ICTIIA), 2024. Cites: paper

Data Preprocessing on Triage Data for Predicting ICU Transfer within 24 Hours
Andrian Reinaldo Crispin, Ade Candra, Opim Salim Sitompul. International Conference on Technology Innovation and Its Applications (ICTIIA), 2024. Cites: paper

Group-based Trajectory Modeling of Serum Sodium and Survival in Sepsis Patients with Lactic Acidosis: Results from MIMIC-IV Database
Hangyang Li, Qiongli Zhou, Yuyu Nan et al. The Tohoku Journal of Experimental Medicine, 2024. Cites: paper

Length of Stay & Mortality Prediction for Patients Suffering from Stroke in ICU: A Multimodal Approach
Dimitrios Dimopoulos, Vasiliki Danilatou, Θεόδωρος Κωστούλας. Hellenic Conference on Artificial Intelligence, 2024. Cites: paper

Machine learning models for mortality prediction in critically ill patients with acute pancreatitis–associated acute kidney injury
Yamin Liu, Xu Zhu, Jing Xue et al. Clinical Kidney Journal, 2024. Cites: paper

Utility analysis and demonstration of real-world clinical texts: A case study on Japanese cancer-related EHRs
Shuntaro Yada, Tomohiro Nishiyama, Shoko Wakamiya et al. PLoS ONE, 2024. Cites: paper

Analyzing Comorbidity Patterns in Patients With Thyroid Disease Using Large-Scale Electronic Medical Records: Network-Based Retrospective Observational Study
Yanqun Huang, Siyuan Chen, Yongfeng Wang et al. Interactive Journal of Medical Research, 2024. Cites: paper

Development and internal validation of a predictive model for prolonged intensive care unit stays in patients with psychotropic drug poisoning
Qifang Shi, Huishui Dai, Gen Ba et al. Heart & Lung, 2024. Cites: paper

Different impact of cumulative fluid balances on mortality in septic patients with heart failure: Role of left ventricular ejection fraction
Jian Liao, Maojuan Wang, Hong Xie et al. Research Square, 2024. Cites: paper

Artificial intelligence in oncology: ensuring safe and effective integration of language models in clinical practice
Loïc Verlingue, Clara Boyer, Louise Olgiati et al. The Lancet Regional Health - Europe, 2024. Cites: paper

A scalable approach for critical care data extraction and analysis in an academic medical center
Sebastian Daniel Boie, Falk Meyer-Eschenbach, Fabian Schreiber et al. International Journal of Medical Informatics, 2024. Cites: paper

Association between the stress hyperglycemia ratio and mortality in patients with acute ischemic stroke
Yaxin Zhang, Xinxin Yin, Tingting Liu et al. Scientific Reports, 2024. Cites: paper

Effect of propofol versus midazolam on short-term outcomes in patients with sepsis-associated acute kidney injury
Yuanjie Li, Taipu Guo, Zhenkun Yang et al. Frontiers in Medicine, 2024. Cites: paper

Establishing Medical Intelligence—Leveraging Fast Healthcare Interoperability Resources to Improve Clinical Management: Retrospective Cohort and Clinical Implementation Study
Alexander Brehmer, Christopher Martin Sauer, Jayson Salazar Rodríguez et al. Journal of Medical Internet Research, 2024. Cites: paper

Interpretable Machine Learning Models for Predicting Critical Outcomes in Patients with Suspected Urinary Tract Infection with Positive Urine Culture
Chieh‐Ching Yen, Chengyu Ma, Yi-Chun Tsai. Diagnostics, 2024. Cites: dataset

DrugDoctor: enhancing drug recommendation in cold-start scenario via visit-level representation learning and training
Yabin Kuang, Minzhu Xie. Briefings in Bioinformatics, 2024. Cites: paper

Machine-learning-derived online prediction models of outcomes for patients with cholelithiasis-induced acute cholangitis: development and validation in two retrospective cohorts
Shuaijing Huang, Yang Zhou, Yan Liang et al. EClinicalMedicine, 2024. Cites: paper

A Common Longitudinal Intensive Care Unit data Format (CLIF) to enable multi-institutional federated critical illness research
J.C. Rojas, Patrick G. Lyons, K. Chhikara et al. medRxiv, 2024. Cites: paper

Association between average mean arterial pressure and 30-day mortality in critically ill patients with sepsis and primary hypertension: a retrospective analysis
Xinhua Jia, Hongyang Zhang, Weinan Sui et al. Scientific Reports, 2024. Cites: paper

Enhancing Patient Selection in Sepsis Clinical Trials Design Through an AI Enrichment Strategy: Algorithm Development and Validation
Meicheng Yang, Jinqiang Zhuang, Wenhan Hu et al. Journal of Medical Internet Research, 2024. Cites: paper

lab2clean: a novel algorithm for automated cleaning of retrospective clinical laboratory results data for secondary uses
Ahmed Medhat Zayed, Arne Janssens, Pavlos Mamouris et al. BMC Medical Informatics and Decision Making, 2024. Cites: dataset, paper

Adaptive weighted stacking model with optimal weights selection for mortality risk prediction in sepsis patients
Liang Yong Zhou, Wenjin Li, Tao Wu et al. Applied Intelligence, 2024. Cites: paper

Reinforcement Learning to Optimize Ventilator Settings for Patients on Invasive Mechanical Ventilation: Retrospective Study
Siqi Liu, Qianyi Xu, Zhuoyang Xu et al. Journal of Medical Internet Research, 2024. Cites: paper

Artificial Intelligence in Gerontology: Data-Driven Health Management and Precision Medicine
Shuailiang Zhang, L. Wu, Zhou Zhao et al. Advances in Gerontology, 2024. Cites: paper

Explainable Artificial Intelligence for Early Prediction of Pressure Injury Risk
Jenny Alderden, Jace D. Johnny, Katie R. Brooks et al. American Journal of Critical Care, 2024. Cites: paper

Readmissions in Sepsis Survivors: Discharge Setting Risks
Priscilla Hartley, Jordan L. Pelkmans, Catherine Lott et al. American Journal of Critical Care, 2024. Cites: paper

Early prognosis prediction for non-variceal upper gastrointestinal bleeding in the intensive care unit: based on interpretable machine learning
Xiaoxu Zhao, Shuxing Wei, Yujie Pan et al. European journal of medical research, 2024. Cites: dataset

A Clinician’s Guide to Understanding Bias in Critical Clinical Prediction Models
João Carlos Ramos Gonçalves de Matos, Jack Gallifant, Anand Chowdhury et al. Critical Care Clinics, 2024. Cites: paper

Prediction of mortality events of patients with acute heart failure in intensive care unit based on deep neural network
Jicheng Huang, Yufeng Cai, Xusheng Wu et al. Computer Methods and Programs in Biomedicine, 2024. Cites: paper

Acquisition parameters influence AI recognition of race in chest x-rays and mitigating these factors reduces underdiagnosis bias
William E. Lotter. Nature Communications, 2024. Cites: paper

A health equity monitoring framework based on process mining
Jan Niklas Adams, Jennifer Ziegler, Matthew B. A. McDermott et al. PLOS Digital Health, 2024. Cites: dataset

Evaluation of twelve algorithms to estimate suspended particulate matter from OLCI over contrasted coastal waters
Corentin Subirade, Cédric Jamet, Manh Duy Tran et al. Optics Express, 2024. Cites: paper

XU-NetI: Simple U-shaped encoder-decoder network for accurate imputation of multivariate missing data
Firdaus Firdaus, Siti Nurmaini, Bambang Tutuko et al. Franklin Open, 2024. Cites: paper

Delirium Mediated the Association Between a History of Falls and Short-Term Mortality Risk in Critically Ill Ischemic Stroke Patients
Hongtao Cheng, Xiaozhen Xu, Yonglan Tang et al. Clinical Nursing Research, 2024. Cites: paper

Drought sensitivity analysis of meteorological and vegetation indices in Dak Nong, Vietnam
Luong Van Viet, Trần Thị Thu Thủy. Journal of Water and Climate Change, 2024. Cites: paper

The applications and prospects of big data in perioperative anesthetic management
Yiziting Zhu, Xiang Liu, Yujie Li et al. Anesthesiology and Perioperative Science, 2024. Cites: paper

U-shaped correlation of lymphocyte count with all-cause hospital mortality in sepsis and septic shock patients: a MIMIC-IV and eICU-CRD database study
Guyu Zhang, Tao Wang, Le An et al. International Journal of Emergency Medicine, 2024. Cites: paper

A novel vital sign pattern predicts sepsis-related myocardial injury mortality
Wanjun Liu, Jinjin Dai, Pengyue Zhang et al. iScience, 2024. Cites: paper

Contribution of Open Access Databases to Intensive Care Medicine Research: Scoping Review
Julien Kallout, Antoine Lamer, Julien Grosjean A et al. Journal of Medical Internet Research, 2024. Cites: paper

Potential Association Between Triglyceride-Glucose Related Indices and Type 2 Diabetes-Related Complications: Insights from the National Metabolic Management Center and MIMIC-IV 3.0 Databases
Yue‐Yang Zhang, Xue Bai, Bingxue Chen et al. Research Square, 2024. Cites: paper

A Comparative Analysis of Federated and Centralized Learning for SpO2 Prediction in Five Critical Care Databases
Johanna Schwinn, Seyedmostafa Sheikhalishahi, Matthaeus Morhart et al. Studies in health technology and informatics, 2024. Cites: paper

Emergency Department Length of Stay Classification Based on Ensemble Methods and Rule Extraction
Waqar Aziz, Andria Nicalaou, Charithea Stylianides et al. Studies in health technology and informatics, 2024. Cites: paper

Fill in the Blank, MIMIC the Procedure: Tracking Patient Record for Medical Data Reconstruction
Sujung Lee, Deachul Seo, Taehoon Ko. Studies in health technology and informatics, 2024. Cites: paper

Prediction of incident atrial fibrillation using deep learning, clinical models, and polygenic scores
Gilbert Jabbour, Alexis Nolin-Lapalme, Olivier Tastet et al. European Heart Journal, 2024. Cites: dataset, paper

What Kind of Transformer Models to Use for the ICD-10 Codes Classification Task
Mariem Mansour, Fatma Yilmaz, Marko Miletic et al. Studies in health technology and informatics, 2024. Cites: paper

A Mild Increase in Serum Creatinine after Surgery Is Associated with Increased Mortality
Lingyi Xu, Linger Tang, Xizi Zheng et al. Journal of Clinical Medicine, 2024. Cites: paper

A Scalable Framework for Benchmarking Embedding Models for Semantic Medical Tasks
Shelly Soffer, Benjamin Scott Glicksberg, Patricia Kovatch et al. medRxiv, 2024. Cites: paper

Multimodal Large Language Models in Health Care: Applications, Challenges, and Future Outlook
Rawan AlSaad, Alaa Ali Abd-Alrazaq, Sabri Boughorbel et al. Journal of Medical Internet Research, 2024. Cites: paper

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