Publications citing MIMIC-IV v3.1

Statins could improve short-term prognosis in patients with traumatic brain injury: a propensity-matched cohort study
Ping Li, Qiang Liu, Zhuo Zhang et al. Inflammopharmacology, 2025. Cites: dataset

LEGN: A large language model-guided event graph network for intraoperative hypotension prediction
Zhichao Zhu, Qing Yu Zhao, Yanhu Ge et al. Expert Systems with Applications, 2025. Cites: paper

Validating emergency department admission predictions based on local data through MIMIC-IV
Francesca Meimeti, Loukas Triantafyllopoulos, Aikaterini Sakagianni et al. Intelligent Decision Technologies, 2025. Cites: paper

Incident-induced attention-based deep learning model for early warning of sepsis onset
Mutian Yang, Jiandong Gao, Yuan Xu et al. Intelligent Medicine, 2025. Cites: paper

The impact of early use of statin in sepsis patients with acute kidney injury: a study based on MIMIC-IV
Xiaona Zhan, Haifeng Huang, Ling Ye et al. Frontiers in Pharmacology, 2025. Cites: paper

Missed Venous Thromboembolism Prophylaxis in ICU Patients: A Retrospective Cohort Study Using the Medical Information Mart for Intensive Care IV (MIMIC-IV)
Rohan Muchintala, Anoshia Khan, Kartik Kalia et al. Cureus, 2025. Cites: dataset

Prophylactic proton pump inhibitor use and all-cause mortality in adult sepsis patients: a retrospective analysis based on the MIMIC-IV database
Chenchen Ma, Lixin Zhang, Min Wang et al. Frontiers in Pharmacology, 2025. Cites: paper

Benchmarking Deep Learning Architectures for ECG-Based Multi-label Heart Disease Prediction using MIMIC-IV Database
Eyiara Oladipo, Sarwar Nazrul, Mohamed Nafea. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2025. Cites: paper

Examining Imbalance Effects on Performance and Demographic Fairness of Clinical Language Models
Precious Jones, Weisi Liu, I‐Chan Huang et al. IEEE International Conference on Healthcare Informatics (ICHI), 2025. Cites: paper

ICU-TSB: A Benchmark for Temporal Patient Representation Learning for Unsupervised Stratification Into Patient Cohorts
Dimitrios Proios, Alban Bornet, Anthony Yazdani et al. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2025. Cites: paper

Impact of serum phosphate levels during CRRT on extubation failure and hospital mortality in mechanically ventilated ICU patients—A study based on the MIMIC-IV database
Yucheng Li, Chuanyan Zhao, Xingjie Ma et al. PLoS ONE, 2025. Cites: paper

Investigating Transformer-Based GANs for Realistic ECG Time-Series Data Generation
Gabriel B. Moro, Joaquim Assunção, Isabel Cristina Reinheimer et al. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2025. Cites: paper

Zero-shot Detection of Nosocomial Infections using Clinical Foundation Models on Structured Electronic Patient Records
Minh-Khoi Pham, Tai Tan Mai, Thao Thi Phuong Dao et al. 2025. Cites: paper

Association between Pan-immune-inflammation value and in-hospital mortality in critically ill patients with Chronic obstructive pulmonary disease: An observational study
Mohan Giri, Anju Puri, Yi Chen et al. Respiratory Medicine, 2025. Cites: paper

Association between iron homeostasis and prognosis in patients with chronic obstructive pulmonary disease: a retrospective analysis from MIMIC-IV database
Zhen‐Chao Dong, Chaoqun Xu, Shanjun Yu et al. Frontiers in Medicine, 2025. Cites: paper

Enhancing Delirium Prediction in ICU Older Patients Through the 5‐Factor Modified Frailty Index
Xinya Li, Hongtao Cheng, Yonglan Tang et al. Nursing in Critical Care, 2025. Cites: paper

Development and validation of a cardiac surgery-associated acute kidney injury prediction model using the MIMIC-IV database
Yang Xu, Chunxiao Song, Wenping Wei et al. PLoS ONE, 2025. Cites: paper

Application of a Nomogram Model in Predicting Postoperative Delirium Following Percutaneous Coronary Intervention
Yaxin Xiong, Ze Meng, Jiuyue Sun et al. Bioengineering, 2025. Cites: paper

DiffuSETS: 12-Lead ECG generation conditioned on clinical text reports and patient-specific information
Yongfan Lai, Jiabo Chen, Qinghao Zhao et al. Patterns, 2025. Cites: paper

L-shaped association between the blood pressure response index and short-term mortality in intensive care patients with sepsis: An analysis based on the MIMIC-IV database
Heping Xu, Ruiyong Mo, Yiqiao Liu et al. PLoS ONE, 2025. Cites: paper

Predicting survival rates of critically ill septic patients with heart failure using interpretable machine learning models
Haiying Yang, Meng-Han Jiang, Fang Yu et al. Technology and Health Care, 2025. Cites: paper

Empirical evaluation of artificial intelligence distillation techniques for ascertaining cancer outcomes from electronic health records
Irbaz Bin Riaz, Syed Arsalan Ahmed Naqvi, Noman Ashraf et al. npj Digital Medicine, 2025. Cites: paper

Evaluating the Reasoning Capabilities of Large Language Models for Medical Coding and Hospital Readmission Risk Stratification: Zero-Shot Prompting Approach
Parvati Naliyatthaliyazchayil, Raajitha Muthyala, Judy Wawira Gichoya et al. Journal of Medical Internet Research, 2025. Cites: paper

Multi-algorithm consensus classification identifies three distinct acute liver failure subtypes with differential treatment responses: a multi-database cohort study
Ying Yang, Wei Yang, Bo Tang et al. Journal of Advanced Research, 2025. Cites: paper

PRIME: Pretraining for Patient Condition Representation with Irregular Multimodal Electronic Health Records
Bohao Li, Bowen Du, Junchen Ye. ACM Transactions on Knowledge Discovery from Data, 2025. Cites: paper

A multi-omics study of magnesium sulfate to improve prognosis in sepsis-related encephalopathy: integrating clinical data-driven network pharmacology
Yingming Kong, Yanghao Tai, Bin Chen et al. Frontiers in Cellular and Infection Microbiology, 2025. Cites: paper

Development and Evaluation of an Artificial Intelligence–Powered Surgical Oral Examination Simulator: A Pilot Study
Arya S Rao, Siona Prasad, Richard Sean Lee et al. Mayo Clinic Proceedings Digital Health, 2025. Cites: paper

Impact of antithrombotic therapy resumption in patients with gastrointestinal bleeding: a multicenter retrospective cohort study
Ding Peng, Huihong Zhai. Therapeutic Advances in Gastroenterology, 2025. Cites: paper

SQL on FHIR - Tabular views of FHIR data using FHIRPath
John Grimes, Ryan Brush, Nikolai Rhyzhikov et al. npj Digital Medicine, 2025. Cites: paper

Increased blood urea nitrogen to serum albumin ratio are associated with poor prognosis in patients with acute pancreatitis: A retrospective cohort study
Yun Huang, Chunyan Zhang, Meiqiong Li et al. Archives of Medical Science, 2025. Cites: paper

Using nursing data for machine learning-based prediction modeling in intensive care units: A scoping review
Yesol Kim, Mihui Kim, Yeonju Kim et al. International Journal of Nursing Studies, 2025. Cites: paper

Machine Learning and Artificial Intelligence in Intensive Care Medicine: Critical Recalibrations from Rule-Based Systems to Frontier Models
Pierre Hadweh, Alexandre Niset, Michele Salvagno et al. Journal of Clinical Medicine, 2025. Cites: paper

The correlation study between post-surgery oxygen partial pressure level and prognosis of patients with sepsis during hospitalization
Anqi Wang, Jieying Chen, Jianling Gao. Medicine, 2025. Cites: paper

The U-shaped relationship between serum osmolality and the risk of sepsis-associated delirium development: a retrospective study
Yipeng Fang, Hui Wen Xie, Aizhen Dou et al. BMC Neurology, 2025. Cites: paper

Toward the standardization of big datasets of urine output for AKI analysis: a multicenter validation study
Ariel Avraham Hasidim, Matthew Adam Klein, Itamar Ben Shitrit et al. Scientific Reports, 2025. Cites: dataset, paper

Correlation between lactate/albumin ratio and 28-day mortality in sepsis-associated acute kidney injury patients
Susu He, Yongkang Wang, Shiyu Wei et al. Frontiers in Medicine, 2025. Cites: paper

Multi-Level Transfer Learning for irregular clinical time series prediction
Xingwang Li, Fei Teng, Minbo Ma et al. Knowledge-Based Systems, 2025. Cites: paper

Prediction of traumatic hemorrhagic shock using a Multi-scale exogenous variable model (MS-TimeXer-MoE)
Wenxin Wang, Bing Chen, Qiuyi Wang et al. European Journal of Trauma and Emergency Surgery, 2025. Cites: paper

Vitamin C improves 28-day survival in patients with sepsis-associated acute kidney injury in the intensive care unit: a retrospective study
Yang He, Jinglan Liu. Frontiers in Nutrition, 2025. Cites: dataset

Development and validation of dynamic clinical subphenotypes in acute pancreatitis patients using vital sign trajectories in intensive care units: a multinational cohort study
Zichen Wang, Wen Jin Wang, Jiayue Xu et al. Signal Transduction and Targeted Therapy, 2025. Cites: paper

Machine learning models for predicting severe acute kidney injury in patients with sepsis-induced myocardial injury
Te Mi, Xuelin Li, Qizhan Fang et al. Scientific Reports, 2025. Cites: paper

Association Between Allostatic Load and Delirium in ICU Patients: A Retrospective Analysis of the MIMIC-IV Database
Yubei Zhou, Yue-Nan Ni, Lan Lan et al. Journal of Clinical Medicine, 2025. Cites: paper

Association between the blood urea nitrogen to serum albumin ratio and the risk of mortality in patients with chronic kidney disease: a cohort study
Kaiying He, Yan Yu Zhu, Wansong Wang et al. BMC Nephrology, 2025. Cites: paper

Development and validation of a nomogram for predicting the occurrence of acute kidney injury in patients with pulmonary embolism
Bin-Feng Sun, Lei Gao, Run-Wei Deng et al. Renal Failure, 2025. Cites: paper

A machine learning-based prediction model for sepsis-associated delirium in intensive care unit patients with sepsis-associated acute kidney injury
Shuangjiang Yu, Xuming Pan, Manyuan Zhang et al. Renal Failure, 2025. Cites: paper

Cardiovascular Event Risk Among Individuals Treated with Ceftriaxone and Proton Pump Inhibitors: Evidence from Multi-Database Studies (Preprint)
Yechao Chen, Qiaoling Gu, Mingnuo Zhao et al. 2025. Cites: paper

Code Status Transitions of Patients with Aneurysmal Subarachnoid Hemorrhage in the Intensive Care Unit
Min‐I Su, Chia-Ying Hsiao, Jui‐Chu Ma et al. Palliative Medicine Reports, 2025. Cites: dataset

Delirium in Mechanically Ventilated Patients After Cardiac Surgery: The Importance of Preoperative Nutritional Management Revealed by a Multicenter Retrospective Cohort Study
Liang Hong, Jiawen Wang, Tianling Feng et al. Journal of Evidence-Based Medicine, 2025. Cites: paper

NeuroDiscovery AI database: Comprehensive EHR dataset for Neurology
S Selveshwari, Sonick Suri, Srinidhi Moodalagiri et al. medRxiv, 2025. Cites: paper

Older Adult Sepsis Survivors Discharged to Skilled Nursing Facilities: Age‐Adjusted Charlson Comorbidity Index as a Predictor of 6‐Month Mortality
Hongtao Cheng, Lu Shao, Huijun Wu et al. Nursing in Critical Care, 2025. Cites: paper

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