Publications citing MIMIC-IV v3.1

Early Prophylactic Anticoagulation and In-Hospital Mortality in Patients with Severe Acute Pancreatitis: A Retrospective Cohort Study
Zhao Haodong, Hui Liu, Jiongjiong Cheng et al. Open Access Emergency Medicine, 2025. Cites: paper

Enhancing substance use detection in clinical notes with large language models
Fabrice Harel-Canada, Anabel Salimian, Brandon Moghanian et al. Drug and Alcohol Dependence, 2025. Cites: paper

Evaluation of Argatroban in Sepsis-Induced Coagulopathy: A Retrospective Study Based on MIMIC-IV Database
Jiaqi Tang, Hongguang Ding, Zhiwei Su et al. Clinical and Applied Thrombosis/Hemostasis, 2025. Cites: paper

Explainable and externally validated machine learning for neurocognitive diagnosis via ECGs
Juan Miguel Lopez Alcaraz, Ebenezer Oloyede, David M. Taylor et al. General Psychiatry, 2025. Cites: paper

Identification of red cell distribution width trajectory patterns and their association with 28-day mortality in intensive care unit patients with atrial fibrillation: A latent class analysis
Xin Zuo, Huan Zuo, Min Zhang. Science Progress, 2025. Cites: paper

Impact of NSAIDs use on mortality and recovery outcomes in ICU patients with major depression: A retrospective using MIMIC-IV v3.1
Xun Gong, Feng Xu, Wei Chen et al. Progress in Neuro-Psychopharmacology and Biological Psychiatry, 2025. Cites: paper

Integrating clinical guidelines with large language models for improved sepsis mortality prediction
Zhen Zhao, Bo An, Tianpeng Zhang et al. Health Informatics Journal, 2025. Cites: paper

Large language models forecast patient health trajectories enabling digital twins
Nikita Makarov, Maria Bordukova, Papichaya Quengdaeng et al. npj Digital Medicine, 2025. Cites: paper

Latent trajectory modeling of platelet counts and mortality risk in intensive care unit patients with atrial fibrillation
Huan Zuo, Xin Zuo, Zhuohui Tan. Science Progress, 2025. Cites: paper

Personalized ICU mortality assessment by interpretable machine learning algorithms in patients with sepsis combined lung cancer: a population-based study and an external validation cohort
Hongjie Tang, Hairong Hao, Yue Han. Frontiers in Oncology, 2025. Cites: paper

Relationship between urine output and in-hospital mortality among patients with acute exacerbation of chronic obstructive pulmonary disease: A cohort study based on the Medical Information Mart for Intensive Care IV database
Saimei Nie, Bei Wang, Jianhua Yu et al. Science Progress, 2025. Cites: paper

Significant clinical factors for mortality prediction in ICU sepsis patients: A machine learning approach
Camilo Santos, Judy Ximena Ramos Garzón, Said D. Pertuz et al. Smart Health, 2025. Cites: paper

An ensemble machine learning-based risk stratification tool for 30-day mortality prediction in critically ill cardiovascular patients
Mingxing Lei, Xiao Liu, Longcan Cheng et al. Cardiovascular Diabetology, 2025. Cites: paper

Development and multi-database validation of interpretable machine learning models for predicting In-Hospital mortality in pneumonia patients: A comprehensive analysis across four healthcare systems
Jiahuan Chen, Dongni Hou, Yuanlin Song. Respiratory Research, 2025. Cites: paper

Development and validation of an interpretable machine learning model for predicting hospital mortality in ICU-admitted patients with ovarian cancer: a multicenter study
Yihan Li, Miao Guo, H. J. Yang et al. International Journal of Gynecological Cancer, 2025. Cites: paper

Impact of Detailed Versus Generic Instructions on Fine-Tuned Language Models for Patient Discharge Instructions Generation: Comparative Statistical Analysis
Muneerah Q. Alqahtani, Abdullah A. Al-Barakati, Fahd Saleh Alotaibi et al. JMIR Formative Research, 2025. Cites: paper

Prediction of Moderate-to-Severe Sepsis-Associated Acute Kidney Injury Using a Dual-Timepoint Machine Learning Model: Development, Multiregional Validation, and Clinical Deployment Study
Xinbo Ge, Weiwei Chen, Jianshan Shi et al. Journal of Medical Internet Research, 2025. Cites: paper

Prognostic value of albumin-corrected anion gap in severe chronic kidney disease with sepsis: association with mortality and clinical outcomes
Decai Wang, Ruizi Shi, Tao Wang et al. European journal of medical research, 2025. Cites: paper

Serial 12-Lead Electrocardiogram–Based Deep-Learning Model for Hospital Admission Prediction in Emergency Department Cardiac Presentations: Retrospective Cohort Study
Arda Altintepe, Kutsev Bengisu Ozyoruk. JMIR Cardio, 2025. Cites: dataset, paper

Association between mean corpuscular hemoglobin concentration and mortality in ICU patients with acute kidney injury: a retrospective multicenter cohort study
Sheng Chen, Xuejin Ye, Lin Guo et al. European journal of medical research, 2025. Cites: paper

Association between triglyceride-glucose index trajectories and in-hospital mortality in sepsis: a cohort study based on the MIMIC-IV database
Fengwei Yao, Lei Liu, Xiaolan Chen et al. Lipids in Health and Disease, 2025. Cites: paper

Clinical characteristics associated with septic shock complicating hypothermia: a retrospective cohort study from the MIMIC-IV database
Fen Tan, Jinxiu Li, Yang Xiao et al. European journal of medical research, 2025. Cites: paper

Development and multicenter external validation of A Data-Driven Scoring System for Early and Rapid Identification of Sepsis in Emergency Departments
Yanwei Jin, Yinzhao Wang, Xiaodong Huang et al. medRxiv, 2025. Cites: paper

Prediction of all-cause in-hospital mortality after ICU admission and 1-year mortality after discharge of patients with acute kidney injury
Lei Zhong, Liying Han, Yanfang Wu et al. Renal Failure, 2025. Cites: paper

A Comparative Analysis of Electronic Health Record and Electrocardiogram Waveform Data for Pulmonary Embolism Identification in Critically Ill Patients
Sampath Rapuri, Carl Harris, Kirby D. Gong et al. medRxiv, 2025. Cites: paper

Impact of anion gap on in-hospital mortality in trauma-induced coagulopathy patients: a MIMIC-IV study
Xin Zuo, Houjuan Zuo, Pengyu Zhu. European journal of medical research, 2025. Cites: paper

Association between Braden Score and all-cause mortality in critically ill patients with ischemic stroke: A MIMIC-IV retrospective analysis
Yeliang Mei, Zi J, Zhenqiang Liu et al. Medicine, 2025. Cites: paper

Association between estimation of pulse wave velocity and all-cause mortality in critically ill patients with ischemic stroke: a retrospective cohort study and predictive model establishment based on machine learning
Shuangmei Zhao, Chang Ming Zhu, Yu Guo et al. BMC Neurology, 2025. Cites: dataset, paper

Association of H2RAs exposure with 30-day mortality in patients with acute myocardial infarction in MIMIC-IV: a retrospective cohort study
Songmei Guan, Tingting Wang, Shigang Duan et al. Scientific Reports, 2025. Cites: paper

Blockchain-Integrated IoT Framework for Patient Monitoring Using Optimized Multi-Scale Adaptive Graph Neural Networks
Narendra Singh Yadav Narendra Singh Yadav, Rajesh Tiwari, Upasana Sinha et al. Research Square, 2025. Cites: paper

Early blood pressure response index and mortality risk in cardiogenic shock: evidence from two critical care cohorts
Jian Zhang, Linfeng Xie, Jianjun Zhu. BMC Cardiovascular Disorders, 2025. Cites: paper

Lactate-to-albumin ratio as an independent predictor of 28-day ICU mortality in patients with hypertension: a retrospective cohort study
Kaifeng Han, Guode Li, Xian Wei et al. Scientific Reports, 2025. Cites: dataset, paper

Relationship between anion gap and 28-day all-cause mortality in patients with acute pulmonary edema: A retrospective analysis of the MIMIC-IV database
Ping Guo, Yuwen Liu, Xiaomi Huang et al. PLoS ONE, 2025. Cites: paper

Systemic inflammatory response index and In-hospital mortality in diabetic heart failure patients: evidence from MIMIC-IV
Tengxu Zhang, Chaoqun Xu, Ying Xu et al. BMC Cardiovascular Disorders, 2025. Cites: paper

Artificial intelligence-driven prediction and interpretation of central line-associated bloodstream infections in ICU: insights from the MIMIC-IV database
Yang He, Jiali Huang, Na Li et al. Frontiers in Public Health, 2025. Cites: paper

Construction and evaluation of prediction model for renal function recovery in acute kidney injury patients undergoing continuous renal replacement therapy based on machine learning algorithms
Lei Zhong, Yafei Liang, Liang Zhong Xu et al. Annals of Medicine, 2025. Cites: dataset

Temporal dimensions of oxygen saturation exposure and clinical outcomes in critically ill patients: a retrospective multi-database cohort study
Xiao-Yan Ding, Hai-Ping Xu, Jingru Zhang et al. Critical Care, 2025. Cites: paper

LFVDNet: Low-frequency variable-driven network for medical time series
Yue Zhang, Dengqun Sun, Lei Li et al. Journal of Biomedical Informatics, 2025. Cites: paper

Measuring and visualizing healthcare process variability
Pengfei Yin, Abel Armas-Cervantes, Daniel Capurro N. Journal of Biomedical Informatics, 2025. Cites: paper

A collaborative large language model for drug analysis
Hongjian Zhou, Fenglin Liu, Jinge Wu et al. Nature Biomedical Engineering, 2025. Cites: paper

Association Between Estimated Pulse Wave Velocity and 30 Day All-Cause Mortality in Patients with Acute Pancreatitis: a Retrospective Cohort Analysis of the MIMIC-IV Database
Yuxiang Zhai, Xiangtian Liu, Xinghan Tian et al. Research Square, 2025. Cites: paper

Association of lactate to albumin ratio with short-term and long-term mortality in critically ill patients with heart failure complicated by sepsis: a retrospective study using the MIMIC-IV database
Yuming Wu, Ling Wang, Qiuyan Wen. Frontiers in Cardiovascular Medicine, 2025. Cites: paper

The impact of ondansetron on clinical outcomes in cranial surgery patients: a propensity-matched analysis of retrospective data
Debo Yun, Yongzhen Luo, Rui P. Li et al. Frontiers in Aging Neuroscience, 2025. Cites: paper

A Holistic Time-Aware Classification Model for Multimodal Longitudinal Patient Data
Tobias Susetzky, Huaqi Qiu, Rickmer Braren et al. Lecture notes in computer science, 2025. Cites: dataset

MedAgentSim: Self-evolving Multi-agent Simulations for Realistic Clinical Interactions
Mohammad Almansoori, Komal Kumar, Hisham Cholakkal. Lecture notes in computer science, 2025. Cites: paper

CF-Seg: Counterfactuals Meet Segmentation
Raghav Mehta, Fabio De Sousa Ribeiro, Tian Xia et al. Lecture notes in computer science, 2025. Cites: paper

EchoingECG: An Electrocardiogram Cross-Modal Model for Echocardiogram Tasks
Yuan Gao, Sangwook Kim, Chris McIntosh. Lecture notes in computer science, 2025. Cites: paper

External validation of the Tanta University Risk Model for predicting clinical outcomes in ICU patients with acute drug poisoning
Guangyao Yang, Qifang Shi, Ying Xu. Clinical Toxicology, 2025. Cites: dataset

Multicenter Validation of a Machine Learning Algorithm for Mortality Prediction at Decision-Critical Timestamps in ICU Sepsis Patients
Johan Alexander Abanto Castillo, Camilo Santos, Carlos A. Fajardo. International Conference on Robot Systems and Applications (ICRSA), 2025. Cites: paper

The association between blood urea nitrogen to albumin ratio and short- and long-term all-cause mortalities in acute pancreatitis: Insights from MIMIC-IV database
Min Zhang, Lihong Lv, Liyin Jin et al. Medicine, 2025. Cites: paper

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