Publications citing MIMIC-IV v3.1

Risk factors for acute kidney injury in patients with acute pancreatitis and construction of nomogram model: a single-center study and external validation
Fan Chen, Kedong Xu, Yimin Han et al. Frontiers in Medicine, 2025. Cites: paper

The association between fluid balance trajectories and prognosis in ICU patients with cardiac arrest, a group-based trajectory model analysis
Qitian Zhang, Guangyu Lin, Chunmei Zhang. Frontiers in Nutrition, 2025. Cites: paper

The Ideal Human Care in Green ICU: An integrated AI framework for future ICU care
Masoud Arabfard, Alvin D. Jeffery, Seyed Tayeb Moradian et al. Intensive and Critical Care Nursing, 2025. Cites: paper

The influence of International Normalized Ratio on the prognosis of acute coronary syndrome patients in intensive care units: A retrospective analysis based on MIMIC-IV database
Yaxin Xiong, Jiuyue Sun, Yu Song et al. Journal of Acute Disease, 2025. Cites: paper

The association between triglyceride glucose-body mass index and mortality in intensive care unit patients: a propensity score matching analysis
Yongwei Huang, Zongping Li, Xiaoshuang Yin. European journal of medical research, 2025. Cites: paper

Edge computing with federated learning for early detection of citric acid overdose and adjustment of regional citrate anticoagulation
Saroj Mali, Niroj Mali, Feng Zeng et al. BMC Medical Informatics and Decision Making, 2025. Cites: paper

Predicting the Bed Occupancy in a Hospital
Simon Schiff, Natalie Kohler, Sebastian Wolfrum et al. Communications in computer and information science, 2025. Cites: dataset, paper

Association of serum osmolality levels with all-cause mortality risk in patients with DKA
Jian Liao, Dingyu Lu, Zhi Liang et al. Scientific Reports, 2025. Cites: dataset

Blood Pressure Response Index and Mortality in Patients With Cardiogenic Shock: A Multicenter Retrospective Cohort Study
Xiaodong You, Yi Zhu, Zhongman Zhang et al. Journal of the American Heart Association, 2025. Cites: paper

High-level ePVS was accompanied by an increase in kidney transplant failure risk: analysis based on the MIMIC-IV database
Zhirong Zhou, Lin Zhang, Delin Zhang et al. Frontiers in Immunology, 2025. Cites: paper

Hypertension Medication Recommendation via Synergistic and Selective Modeling of Heterogeneous Medical Entities: Development and Evaluation Study of a New Model
Ke Zhang, Zhichang Zhang, Yali Liang et al. JMIR Medical Informatics, 2025. Cites: paper

Impact of long-acting glucocorticoids on ICU mortality in septic patients with acute respiratory failure: a MIMIC-IV based cohort study
Yanhui Deng, Shaoxiang Wang, Shaohua Zhou et al. Frontiers in Pharmacology, 2025. Cites: paper

Rapidly Benchmarking Large Language Models for Diagnosing Comorbid Patients: Comparative Study Leveraging the LLM-as-a-Judge Method
Peter Sarvari, Zaid Al-Fagih. JMIRx Med, 2025. Cites: paper

Development and Validation of an Interpretable Machine Learning Model for Predicting venous Thromboembolism in ICU patients With Traumatic Brain Injury: A Multicenter Study
Qi Hao, Lingli Li, Juan Fang et al. World Neurosurgery, 2025. Cites: paper

Inflammation and Albumin-Based Biomarkers Are Not Independently Associated with Mortality in Critically Ill COPD Patients: A Retrospective Study
Josef Yayan, Christian Biancosino, M. Krüger et al. Life, 2025. Cites: paper

The Long-Term Efficacy of Cephalosporin in Elderly Hip Fracture Patients: A Comprehensive Analysis
Huiqing Pan, Xiao Wang, Qingjian Ou et al. Journal of Clinical Medicine, 2025. Cites: paper

Correlation analysis of SIRI, PIV, and LMR on all-cause mortality in patients with TBI and shock: A retrospective study based on the MIMIC database
Meng Zhang, Peiyu Zhang, Linxiao Wang et al. Research Square, 2025. Cites: paper

Impact of stress hyperglycemia ratio on acute kidney injury and mortality in patients with cardiogenic shock: a retrospective analysis
An Cai, Liqin Zhuang, Min He et al. Frontiers in Endocrinology, 2025. Cites: paper

Integrating Wearable Sensor Data With an AI-Based, Protocol-Flexible Triage Platform to Accelerate Decision-Making During the Golden Hour of Combat Casualty Care
Maitha K Alnuaimi. Cureus, 2025. Cites: dataset

Optimising personalised antibiotic treatment for methicillin-resistant Staphylococcus aureus bloodstream infections in ICU patients using a deep learning–based causal inference approach
Min Woo Kang, Shin Young Ahn. Journal of Global Antimicrobial Resistance, 2025. Cites: paper

SOFA+: Applying Machine Learning to Enhance the Prognostic Power of the SOFA Score for Predicting ICU Sepsis Mortality
Camilo Santos, Maria A. Bravo, Carlos A. Fajardo. Symposium on Image, Signal Processing and Artificial Vision (STSIVA), 2025. Cites: paper

The Potential of Artificial Intelligence in the Diagnosis and Prognosis of Sepsis: A Narrative Review
George Țocu, Elena Lăcrămioara Lisă, Dana Tutunaru et al. Diagnostics, 2025. Cites: paper

To explore the relationship between multiple glycemic markers and all-cause mortality in patients with severe atrial fibrillation based on multiple databases
Aifeng He, Hongjing Li, Shengkai Yang et al. Scientific Reports, 2025. Cites: paper

Correlation between metformin use and mortality in acute respiratory failure: a retrospective ICU cohort study
Yunlin Yang, Jinfeng Liu, Yi Hou et al. Frontiers in Pharmacology, 2025. Cites: paper

SynQP: A Framework and Metrics for Evaluating the Quality and Privacy Risk of Synthetic Data
Bing Hu, Yixin Li, Asma Bahamyirou et al. International Conference on Privacy, Security and Trust (PST), 2025. Cites: paper

Association Between Hemoglobin Glycation Index and All-Cause Mortality Among Critically Ill Patients with Hemorrhagic Stroke: A Multicenter Retrospective Study
Na Wei, Yuhang Peng, Haipeng Chen et al. World Neurosurgery, 2025. Cites: paper

Association of early acetaminophen administration with mortality in surgical intensive care patients: a retrospective cohort study
Jiajing Li, Yihao Li, Min Zhong et al. Frontiers in Pharmacology, 2025. Cites: dataset

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

Association between glycemic variability and mortality in critically ill patients with heart failure
Pengcheng Liu, Ziqi Li, Shanshan Tang et al. Scientific Reports, 2025. Cites: paper

From large language models to multimodal AI: a scoping review on the potential of generative AI in medicine
Lukas Buess, Matthias Keicher, Nassir Navab et al. Biomedical Engineering Letters, 2025. Cites: paper

Identification and validation of chronic critical illness subphenotypes using urea–creatinine ratio trajectories
Wanting Su, Zhigang Cui, Sun Jinhe et al. Clinical Nutrition, 2025. Cites: paper

The association between Albumin-Corrected Anion Gap (ACAG) and the risk of acute kidney injury in patients with acute pancreatitis: A retrospective analysis based on the MIMIC-IV database
Jiaxiang Bian, Xiaoyang Wang, Youli Chen et al. PLoS ONE, 2025. Cites: paper

Vasopressin Initiation Timing and In-Hospital Mortality in Septic Shock: An Observational Study of Large Public Databases
Gretchen L. Sacha, Abhijit Duggal, Anita J Reddy et al. Critical Care Explorations, 2025. Cites: paper

Association between heart rate fluctuation and mortality in intensive care patients with atrial fibrillation
Min Woo Kang, Shin Young Ahn, Yoonjin Kang. Scientific Reports, 2025. Cites: paper

Development and validation of an interpretable multi-task model to predict outcomes in patients with rhabdomyolysis: a multicenter retrospective cohort study
Chunli Liu, Jie Shi, Fengjuan Wang et al. EClinicalMedicine, 2025. Cites: paper

Early use of albumin may increase the risk of sepsis-associated acute kidney injury in sepsis patients: a target trial emulation
Xinya Li, Wei‐Sheng Chen, Zhongkai Qu et al. Military Medical Research, 2025. Cites: dataset, paper

Association between red blood cell distribution width to serum calcium ratio and all-cause mortality in critically ill patients with diabetic nephropathy: a retrospective analysis of the MIMIC-IV database
Yanyi Huang, Kaiwen Jiang, Yang Liu et al. BMC Nephrology, 2025. Cites: paper

Association Between the Hemoglobin, Albumin, Lymphocyte, and Platelet (HALP) Score and Adverse Outcomes in Critically Ill Patients With Acute Myocardial Infarction: A Retrospective Study and Machine Learning Analysis
Zhantao Cao, Ningjing Chen, Hanjing Jiang et al. Reviews in Cardiovascular Medicine, 2025. Cites: paper

Enhancing Machine Learning Models for Medical Coding: Diagnostic Codes Mapping and Synthetic Clinical Notes
Aikaterini Bilioni, Panagiotis Anagnostou, Sotiris K. Tasoulis et al. IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB), 2025. Cites: paper

Safety-aware explainable deep reinforcement learning for nephrotoxic medication management in critical care
Hyunwoo Kim, Jong‐Hoon Kim, Sung Woo Lee et al. Biomedical Signal Processing and Control, 2025. Cites: paper

Synthetic EHR Generation using CTGAN for Early Sepsis Prediction: A Privacy-Preserving Framework based on MIMIC-III
T. Lakshmibai, Jarina Raihan A, Bency Ruban L et al. International Conference on Sustainable Computing and Smart Systems (ICSCSS), 2025. Cites: paper

Can LLMs effectively assist medical coding? Evaluating GPT performance on DRG and targeted clinical tasks
Yeli Feng. BMC Medical Informatics and Decision Making, 2025. Cites: paper

Drug Combination Recommendation Model for Systemic Lupus Erythematosus and Antiphospholipid Syndrome
Ling Wang, Zhengyang Zhang, Ziheng Zhang et al. Pharmaceuticals, 2025. Cites: paper

Multi-View Echocardiographic Embedding for Accessible AI Development
Takeshi Tohyama, Ahram Han, Dukyong Yoon et al. medRxiv, 2025. Cites: dataset, paper

Advancing medical question answering with a knowledge embedding transformer
Xiang Zhu, Mustaqeem Khan, Abdelmalik Taleb Ahmed et al. PLoS ONE, 2025. Cites: paper

Bias-Aware Multimodal Medical Diagnosis with Large Language Models for Underrepresented Conditions
Basma ElSaify, Mohamed Bahy Bader-El-Den. International Generative AI and Computational Language Modelling Conference (GACLM), 2025. Cites: paper

Development and Validation of the Hypotensive Exposure Duration Index for Mortality Risk Prediction in Critically III Patients
Xiao-Yan Ding, Haiping Xu, Jingru Zhang et al. Research Square, 2025. Cites: paper

Dynamic nomogram predicts sepsis risk in patients with acute liver failure: Analysis of intensive care database with external validation
Rui Qi, Xin Wang, Zhi-Dan Kuang et al. World Journal of Gastroenterology, 2025. Cites: paper

Prognostic impact of angiotensin-converting enzyme inhibitors and dexmedetomidine in acute respiratory distress syndrome: a MIMIC-IV-based retrospective cohort analysis
Qingli Hong, Xiaozan Yang, Huahong Yang et al. Frontiers in Medicine, 2025. Cites: paper

Real-time prediction of HFNC treatment failure in acute hypoxemic respiratory failure using machine learning
Xiaojie Li, Chunliang Jiang, Qingyan Xie et al. Scientific Reports, 2025. Cites: paper

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