Publications citing MIMIC-IV v3.1

Predictive model for assessing the prognosis of rhabdomyolysis patients in the intensive care unit
Yaxin Xiong, Hongyu Shi, Jianpeng Wang et al. Frontiers in Medicine, 2025. Cites: dataset, paper

Association of early aspirin use with 90-day mortality in patients with sepsis: an PSM analysis of the MIMIC-IV database
Chunsheng Huang, Qiaoling Tong, Wenyuan Zhang et al. Frontiers in Pharmacology, 2025. Cites: paper

CLEAR-Shock: Contrastive LEARning for Shock
Jeong Eul Kwon, Sung Woo Lee, Su Jin Kim et al. IEEE Journal of Biomedical and Health Informatics, 2025. Cites: paper

Multimodal deep learning for predicting in-hospital mortality in heart failure patients using longitudinal chest X-rays and electronic health records
Dengao Li, Wen Xing, Jumin Zhao et al. The International Journal of Cardiovascular Imaging, 2025. Cites: paper

AI Advances in ICU with an Emphasis on Sepsis Prediction: An Overview
Charithea Stylianides, Andria Nicolaou, Waqar Aziz Sulaiman et al. Machine Learning and Knowledge Extraction, 2025. Cites: paper

Association between renal mean perfusion pressure and prognosis in patients with sepsis-associated acute kidney injury: insights from the MIMIC IV database
Yipeng Fang, Aizhen Dou, Hui Wen Xie et al. Renal Failure, 2025. Cites: paper

Predicting 28-day all-cause mortality in patients admitted to intensive care units with pre-existing chronic heart failure using the stress hyperglycemia ratio: a machine learning-driven retrospective cohort analysis
Xiaohan Li, Xinglong Yang, Bin-bin Dong et al. Cardiovascular Diabetology, 2025. Cites: paper

The Venus score for the assessment of the quality and trustworthiness of biomedical datasets
Davide Chicco, Alessandro Fabris, Giuseppe Jurman. BioData Mining, 2025. Cites: paper

An interpretable machine learning model for predicting in-hospital mortality in ICU patients with ventilator-associated pneumonia
Junying Wei, Heshan Cao, Mingling Peng et al. PLoS ONE, 2025. Cites: dataset, paper

Investigation of the connection between triglyceride-glucose (TyG) index and the risk of acute kidney injury in septic patients - a retrospective analysis utilizing the MIMIC-IV database
Pirun Zhang, Wenli Zhang, Yan Han et al. Renal Failure, 2025. Cites: paper

Machine learning-based 28-day mortality prediction model for elderly neurocritically Ill patients
Jia Yuan, Jiong Xiong, Jinfeng Yang et al. Computer Methods and Programs in Biomedicine, 2025. Cites: paper

Machine Learning-Based Prediction of ICU Readmissions in Intracerebral Hemorrhage Patients: Insights from the MIMIC Databases
Shu‐Heng Chen, Junyi Fan, Armin Abdollahi et al. medRxiv, 2025. Cites: paper

NutriSighT: Interpretable Transformer Model for Dynamic Prediction of Hypocaloric Enteral Nutrition in Mechanically Ventilated Patients
Mateen Jangda, Jayshil J. Patel, Jaskirat Gill et al. medRxiv, 2025. Cites: dataset, paper

powerROC: An Interactive Web Tool for Sample Size Calculation in Assessing Models' Discriminative Abilities
François Grolleau, Robert John Tibshirani, Jonathan H. Chen. Europe PMC (PubMed Central), 2025. Cites: paper

Prediction of mortality in intensive care unit with short-term heart rate variability: Machine learning-based analysis of the MIMIC-III database
Lexin Huang, Zixuan Dou, Fang Fang et al. Computers in Biology and Medicine, 2025. Cites: paper

The correlation and predictive value of Hb, RDW and their association for short-term and long-term mortality in patients with acute aortic dissection
Peng Hou, Lin Xia, Fangran Xin et al. Frontiers in Cardiovascular Medicine, 2025. Cites: paper

Association of serum chloride levels with all-cause mortality among patients in surgical intensive care units: a retrospective analysis of the MIMIC-IV database
Quan Ma, Wei Tian, Kaifeng Wang et al. BMC Anesthesiology, 2025. Cites: paper

Association between resting heart rate and all-cause mortality in patients with intracerebral hemorrhage in the intensive care unit: a retrospective study based on the MIMIC-IV database
Xin‐Wei Yao, Junyu Yang, Jia‐Tao Zhang et al. medRxiv, 2025. Cites: paper

Association of pre-exiting heart failure with long-term mortality and the recurrence of sepsis
Jinwen Zhu, Xiuping Hu, Jun Jang Jin et al. Scientific Reports, 2025. Cites: paper

Generating unseen diseases patient data using ontology enhanced generative adversarial networks
Chang Sun, Michel Dumontier. npj Digital Medicine, 2025. Cites: paper

KELLM: Knowledge-Enhanced Label-Wise Large Language Model for Safe and Interpretable Drug Recommendation
Tianhan Xu, Bin Li. Electronics, 2025. Cites: paper

A Convolutional Transformer Network for Anomaly Detection in Wireless Body Area Networks
Granth Bagadia, Shreea Bose, Chittaranjan Hota. IEEE Journal of Selected Areas in Sensors, 2025. Cites: paper

A Deep Learning Model for Predicting ICU Discharge Readiness and Estimating Excess ICU Stay Duration
Mohsen Nabian, Louis Atallah. IEEE Journal of Translational Engineering in Health and Medicine, 2025. Cites: paper

AI-Assisted Image Assistants with Fuzzy Confidence Scores in Closed Networks
Sümeyya Akbulut, Numan Çelebi, Fatih Emre Şimşek. Lecture notes in networks and systems, 2025. Cites: paper

A Modified Deep Residual-Convolutional Neural Network for Accurate Imputation of Missing Data
Firdaus Firdaus, Anggun Islami, Annisa Darmawahyuni et al. Computers, materials & continua/Computers, materials & continua (Print), 2025. Cites: paper

An explicable machine learning approach for predicting 30-day septic mortality for ICU patients
Liang Zhou, Ruiqian Wu, Shanshan Wang et al. International Journal of Information and Communication Technology, 2025. Cites: paper

Antidepressants and antibiotic resistance in urine cultures: a cohort study
Isaac Sears, Michel Davis, Kevin M Gibas et al. Antimicrobial Stewardship & Healthcare Epidemiology, 2025. Cites: paper

A Prognostic Machine Learning Model for Sepsis Based on Imbalanced Medical Data
Ruiqian Wu, Wenjin Li, Mengqing Liu et al. Lecture notes in electrical engineering, 2025. Cites: dataset

Association Between Admission Serum Glucose–Phosphate Ratio and In‐Hospital Mortality in Critically Ill Patients With Intracranial Hemorrhage: A Retrospective Cohort Study
Hong-Bo Xu, Yuhong Xu, Ying He et al. International Journal of Clinical Practice, 2025. Cites: paper

Association between Albumin Administration and Pulmonary Complications in Patients with Septic Shock: An Analysis Using the MIMIC-IV Database
Jongheon Kim, Yongseop Lee, Jun Hye Seo et al. Infection and Chemotherapy, 2025. Cites: paper

Association between albumin corrected anion gap and in-hospital mortality in critically ill patients with chronic obstructive pulmonary disease
Mohan Giri, Anju Puri, Lan Huang et al. Therapeutic Advances in Respiratory Disease, 2025. Cites: paper

Association Between Blood Urea Nitrogen and Delirium in Critically Ill Elderly Patients Without Kidney Diseases: A Retrospective Study and Mendelian Randomization Analysis
Yipeng Fang, Xiaohong Tang, Ying Gao et al. CNS Neuroscience & Therapeutics, 2025. Cites: paper

Association between early ondansetron use and the risk of sepsis in intensive care unit patients: a secondary data of the Medical Information Mart for Intensive Care IV database
Xuan Eric Liu, Enhe Liu, Qiuye Kou. BMJ Open, 2025. Cites: paper

Association of 30‐Day Mortality With Lactate‐to‐Calcium Ratio in ICU Patients With Acute Pancreatitis: Development of a Predictive Model
Wenwen Xia, Wenzhen Liu, Huilan Su et al. International Journal of Clinical Practice, 2025. Cites: paper

Association of iron metabolism and electrolyte imbalance with 30-day mortality in asthma patients
Iffa Afsa Changaai Mangalote, Santu Paul, Vaisali Chandrasekar et al. Computational and Structural Biotechnology Reports, 2025. Cites: paper

Association of Maximum Lactate Level (1st 24-Hour in ICU) with 30-Day All-Cause Mortality in Sepsis-Associated Encephalopathy (SAE): A Retrospective Cohort Study with External Validation
Qi Ming Wang, Meng Zhang, Xinqi Wu et al. SSRN Electronic Journal, 2025. Cites: paper

Balancing Fairness and Performance in Healthcare AI: A Gradient Reconciliation Approach
Xiaoyang Wang, Christopher C. Yang. Lecture notes in computer science, 2025. Cites: dataset

Capturing Requirements for a Data Annotation Tool for Intensive Care: Experimental User-Centered Design Study
Marceli Wac, Raúl Santos‐Rodríguez, Chris McWilliams et al. JMIR Human Factors, 2025. Cites: dataset

Clinical Subtypes and Prognostic Outcomes of Rhabdomyolysis in ICU Patients
Shan Xu, Kaixiu Qin, Dan Zhang. International Journal of Clinical Practice, 2025. Cites: dataset

Common pitfalls in critical care research
Bruno Adler Maccagnan Pinheiro Besen, Antônio Paulo Nassar, Juliana Carvalho Ferreira et al. Critical Care Science, 2025. Cites: paper

Data-Driven Machine Learning Approaches for Predicting In-Hospital Sepsis Mortality
Arseniy Shumilov, Yueting Zhu, Negin Ashrafi et al. Lecture notes in networks and systems, 2025. Cites: dataset

Decision Science for Personalized Medicine: Data-Driven and Model-Driven Methods
Pier Giorgio Villani. Lecture notes in computer science, 2025. Cites: dataset

Design, synthesis and molecular docking analysis of new 1,2,3-triazole derivatives for potential anti-breast cancer activity
Hawraa Abdul Kadhim Mazyed, Huda N. Tehewel, Asstabraq Mohsin Yasir et al. AIP conference proceedings, 2025. Cites: paper

Development and validation of a novel risk-predicted model for early sepsis-associated acute kidney injury in critically ill patients: a retrospective cohort study
Congcong Zhao, Zi-Han Nan, Bo Li et al. BMJ Open, 2025. Cites: paper

Domain Knowledge Augmented Contrastive Learning on Dynamic Hypergraphs for Improved Health Risk Prediction
Akash Choudhuri, Hieu M. Vu, Kishlay Jha et al. Society for Industrial and Applied Mathematics eBooks, 2025. Cites: paper

Effect of Lactated Ringer Administration on Survival Outcomes in Critically Ill Patients With Acute Kidney Injury: A Retrospective Cohort Study
Shengling Huang, Wenxue Liang, Yingxue Zhong et al. Emergency Medicine International, 2025. Cites: paper

EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language Models
João Carlos Ramos Gonçalves de Matos, Jack Gallifant, Jian Pei et al. Lecture notes in computer science, 2025. Cites: paper

Enhance health evidence quality in classification tasks: A triangulation approach utilizing case-based reasoning and process features
R. Z. Guo, Ross Smith, Qifan Chen et al. Digital Health, 2025. Cites: paper

Evaluating the Impact of Pulse Oximetry Bias in Machine Learning Under Counterfactual Thinking
Inês Soraia Martins, João Carlos Ramos Gonçalves de Matos, Tiago Gonçalves et al. Lecture notes in computer science, 2025. Cites: paper

Fairness-Aware Graph Neural Networks for ICU Length of Stay Prediction in IoT-Enabled Environments
Angelos-Christos Maroudis, Konstantina N. Karathanasopoulou, Charithea Stylianides et al. IEEE Access, 2025. Cites: paper

Cited by