Publications citing MIMIC-IV v3.1

Predicting 30 Days Hospital Readmission for Heart Failure patients using word embeddings
Prabin R. Shakya, Ayush Khaneja, Kavishwar B. Wagholikar. medRxiv, 2025. Cites: paper

Advancing EHR analysis: Predictive medication modeling using LLMs
Hanan M. Alghamdi, Abeer Mostafa. Information Systems, 2025. Cites: paper

Associations between age, red cell distribution width and 180-day and 1-year mortality in giant cell arteritis patients: mediation analyses and machine learning in a cohort study
Si Chen, Rui Nie, Xiaoran Shen et al. Arthritis Research & Therapy, 2025. Cites: dataset, paper

Predicting multiple organ dysfunction syndrome in trauma-induced sepsis: Nomogram and machine learning approaches
Jinyu Peng, Yun Li, Chao Liu et al. Journal of Intensive Medicine, 2025. Cites: paper

How to Design, Create, and Evaluate an Instruction-Tuning Dataset for Large Language Model Training in Health Care: Tutorial From a Clinical Perspective
Wojciech Nazar, Grzegorz Nazar, Aleksandra Kamińska et al. Journal of Medical Internet Research, 2025. Cites: paper

INITIAL TIDAL VOLUME PREDICTION FOR ACUTE RESPIRATORY DISTRESS SYNDROME PATIENTS BASED ON A MULTIPLE LINEAR REGRESSION MODEL
YUZE LIU, FANGYAO LI, Jiaming Cheng et al. Journal of Mechanics in Medicine and Biology, 2025. Cites: paper

Potential source of bias in AI models: Lactate measurement in the ICU as a template
Nebal S. Abu Hussein, Pratiksha Pradhan, Fredrik Willumsen Haug et al. Research Square, 2025. Cites: paper

Predicting appropriateness of antibiotic treatment among ICU patients with hospital-acquired infection
Ella Goldschmidt, Ella Rannon, Daniel A. Bernstein et al. npj Digital Medicine, 2025. Cites: dataset, paper

Developing a Scalable Annotation Method for Large Datasets That Enhances Alarms With Actionability Data to Increase Informativeness: Mixed Methods Approach
Sophie Anne Inès Klopfenstein, Anne Rike Flint, Patrick Heeren et al. Journal of Medical Internet Research, 2025. Cites: paper

Relationship Between the Prognostic Nutritional index and Short-Term Prognosis among Patients with Community-Acquired Bacterial Pneumonia: A Retrospective Analysis of the MIMIC-IV
Qingsong Wu, Lianyi Liao, Qingjun Deng. Journal of Intensive Care Medicine, 2025. Cites: paper

Spatial Proteomics by Parallel Accumulation‐Serial Fragmentation Supported MALDI MS/MS Imaging: A First Glance Into Multiplexed and Spatial Peptide Identification
Mujia Jenny Li, Larissa Chiara Meyer, Nadine Meier et al. Rapid Communications in Mass Spectrometry, 2025. Cites: paper

Dynamic changes in peripheral blood lymphocyte trajectory predict the clinical outcomes of sepsis
Dongkai Li, Jiahui Zhang, Wei Cheng et al. Frontiers in Immunology, 2025. Cites: paper

Letter to the Editor: Albumin ratio-based indicator for predicting inpatient mortality in acute pancreatitis patients admitted to the intensive care unit
Guangyao Yang, Qifang Shi, Ying Xu. Pancreatology, 2025. Cites: paper

Renal impairment and in-hospital adverse renal events in critically ill patients assessed by age-adapted estimated glomerular filtration rate criteria
Chong Zhang, Weiru Liang, Meng Ning et al. Renal Failure, 2025. Cites: paper

The Data Artifacts Glossary: a community-based repository for bias on health datasets
Rodrigo Rosa Gameiro, Naira Link Woite, Christopher Martin Sauer et al. Journal of Biomedical Science, 2025. Cites: paper

Fluid balance and clinical outcomes in patients with aortic dissection: a retrospective case-control study based on ICU databases
Jiahao Lei, Zhuojing Zhang, Yixuan Li et al. BMJ Open, 2025. Cites: dataset, paper

Prediction of mortality risk in critically ill patients with systemic lupus erythematosus: a machine learning approach using the MIMIC-IV database
Zhihan Chen, Yunfeng Dai, Yilin Chen et al. Lupus Science & Medicine, 2025. Cites: paper

The Scoring Model to Predict ICU Stay and Mortality After Emergency Admissions in Atrial Fibrillation: A Retrospective Study of 30 366 Patients
Tao Hong, Jian Huang, Jiewen Deng et al. Clinical Cardiology, 2025. Cites: paper

Corticosteroids in Cardiogenic Shock: A Retrospective Analysis of the Medical Information Mart for Intensive Care-IV Database
Ghazal Haddad, David M. Maslove, Lawrence C. E. Mbuagbaw et al. Critical Care Explorations, 2025. Cites: paper

The Liver Intensive Care Unit
Octavi Bassegoda, Andrés Cárdenas. Clinics in Liver Disease, 2025. Cites: paper

Both intensity and duration of arterial blood pressure exposure are associated with mortality in critically ill patients: a retrospective database study
Xiao-Yan Ding, Zhi-Zhong Chen, Han Chen. British Journal of Anaesthesia, 2025. Cites: paper

Development and validation of a prognostic model for critically ill type 2 diabetes patients in ICU based on composite inflammatory indicators
Lin Liu, Yanbo Zhao, Zhuo-Ting Cheng et al. Scientific Reports, 2025. Cites: paper

Critically ill patients with a reverse blood pressure dipping phenotype at increased risk for delirium and death
Nadim El Jamal, Thomas G. Brooks, Antonijo Mrčela et al. medRxiv, 2025. Cites: dataset, paper

EHR-ML: A data-driven framework for designing machine learning applications with electronic health records
Yashpal Ramakrishnaiah, Nenad Maćešić, Geoffrey I. Webb et al. International Journal of Medical Informatics, 2025. Cites: paper

Ability of the modified NUTRIC score to predict all-cause mortality among ICU patients with acute pancreatitis: A retrospective analysis using the MIMIC-IV database
Ning Tong, Haibin Lu, Na Li et al. Clinical Nutrition ESPEN, 2025. Cites: paper

Care Phenotypes In Critical Care
Luca Leon Weishaupt, Ting Wang, Joel Schamroth et al. medRxiv, 2025. Cites: dataset

Study on influencing factors of age-adjusted Charlson comorbidity index in patients with Alzheimer's disease based on machine learning model
Jian Ding, Zheng Long, Yiming Liu et al. Frontiers in Medicine, 2025. Cites: paper

Stress hyperglycemia ratio as an important predictive indicator for severe disturbance of consciousness and all-cause mortality in critically ill patients with cerebral infarction: a retrospective study using the MIMIC-IV database
Xiaosheng Li, Li Guo, Yuzhen Zhou et al. European journal of medical research, 2025. Cites: paper

Association of glycemic variability with short and long-term mortality among critically ill patients with heart failure: Analysis of the MIMIC-IV database
Wen-Liang Shuai, Hongjin Zhang, Na Wang et al. Diabetes Research and Clinical Practice, 2025. Cites: paper

Impact of delirium on post‐discharge mortality in coronary care unit patients: A retrospective cohort study
Hong‐Bo Xu, Min Shu, Jiajun Wu et al. Nursing in Critical Care, 2025. Cites: paper

Association between triglyceride-glucose index and all-cause mortality in critically ill patients with acute myocardial infarction: analysis of the MIMIC-IV database
Xin Yu Su, Yujing Zhou, Jie Chang et al. Frontiers in Endocrinology, 2025. Cites: paper

Death risk prediction model for patients with non-traumatic intracerebral hemorrhage
Yidan Chen, Xuhui Liu, Mingmin Yan et al. BMC Medical Informatics and Decision Making, 2025. Cites: paper

Development and validation of a machine learning-based prediction model for hepatorenal syndrome in liver cirrhosis patients using MIMIC-IV and eICU databases
Fengwei Yao, Ji Luo, Qian Zhou et al. Scientific Reports, 2025. Cites: paper

Effect of β-blocker on clinical outcomes in patients with traumatic brain injury: a retrospective propensity-matched study
Yaxin Zhang, Tingting Liu, Wenwen Ji et al. Frontiers in Pharmacology, 2025. Cites: paper

How AI can help in error detection and prevention in the ICU?
Anne Rike Flint, Stefan Josef Schaller, Felix Balzer. Intensive Care Medicine, 2025. Cites: paper

Machine learning prediction models for mortality risk in sepsis-associated acute kidney injury: evaluating early versus late CRRT initiation
Chuanren Zhuang, Ruomeng Hu, Ke Li et al. Frontiers in Medicine, 2025. Cites: paper

Ten Machine Learning Models for Predicting Preoperative and Postoperative Coagulopathy in Patients With Trauma: Multicenter Cohort Study
Xiaojuan Xiong, Fu Hong, Bo Xu et al. Journal of Medical Internet Research, 2025. Cites: dataset

Developing a rapid screening tool for high-risk ICU patients of sepsis: integrating electronic medical records with machine learning methods for mortality prediction in hospitalized patients—model establishment, internal and external validation, and visualization
Songchang Shi, Lihui Zhang, Shujuan Zhang et al. Journal of Translational Medicine, 2025. Cites: paper

Large language models vs human for classifying clinical documents
Akram Mustafa, Usman Naseem, Mostafa Rahimi Azghadi. International Journal of Medical Informatics, 2025. Cites: paper

Association between stress hyperglycemia ratio and all-cause mortality in critically ill patients with sepsis: results from the MIMIC-IV database
Shijie Zhang, Hechen Shen, Yuchao Wang et al. European journal of medical research, 2025. Cites: paper

Intravenous beta-blockers versus amiodarone on in-hospital mortality and safety profile in adult septic patients
Guoge Huang, Haizhong Li, Feier Song et al. Medicina Intensiva (English Edition), 2025. Cites: paper

A Supervised Explainable Machine Learning Model for Perioperative Neurocognitive Disorder in Liver-Transplantation Patients and External Validation on the Medical Information Mart for Intensive Care IV Database: Retrospective Study
Zhendong Ding, Linan Zhang, Yihan Zhang et al. Journal of Medical Internet Research, 2025. Cites: paper

Dexmedetomidine improves clinical outcomes in sepsis-induced myocardial injury: a retrospective cohort study
Yuan Liu, Jianjie Ouyang, Cuicui Zhang et al. Frontiers in Pharmacology, 2025. Cites: paper

Semi-Supervised PARAFAC2 Decomposition for Computational Phenotyping Using Electronic Health Records
Elif Konyar, Mostafa Reisi Gahrooei. IEEE Journal of Biomedical and Health Informatics, 2025. Cites: paper

Serum Phosphate is a Biomarker for In-hospital and 30-day Mortality in Patients With Acute Pancreatitis Based on the MIMIC-IV Database
Kun Li, Shuo Cao, Kexiang Qin et al. Pancreas, 2025. Cites: dataset

Propensity score matched cohort study on magnesium supplementation and mortality in critically ill patients with HFpEF
Lijun Song, Jianjun Ying, Min Li et al. Scientific Reports, 2025. Cites: dataset

Exploring scalable medical image encoders beyond text supervision
Fernando Pérez‐García, Harshita Sharma, Sam Bond-Taylor et al. Nature Machine Intelligence, 2025. Cites: dataset

Predictive performance of ROX index and its variations for NIV failure
Lada Lijović, Tomislav Radočaj, Nataša Kovač et al. Medicina Intensiva (English Edition), 2025. Cites: paper

The predictive value of the serum creatinine-to-albumin ratio (sCAR) and lactate dehydrogenase-to-albumin ratio (LAR) in sepsis-related persistent severe acute kidney injury
Xiaoxiao Luo, Dongyang Liu, Cuicui Li et al. European journal of medical research, 2025. Cites: paper

An overview of methods and techniques in multimodal data fusion with application to healthcare
Siwar Chaabene, Amal Boudaya, Bassem Bouaziz et al. International Journal of Data Science and Analytics, 2025. Cites: paper

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