Publications citing MIMIC-IV v3.1

TS-GraphNet: Fusing ECG, PPG, and EHR via Temporal-Spatial Graphs for Cardiogenic Shock Prediction
Victor Adeyi Odeh, Zhang Xiaoling, Kuyikabasi Uko et al. International Conference on Information Communication and Signal Processing (ICICSP), 2025. Cites: paper

Ferritin-to-albumin ratio predicts short-term mortality in critically ill patients with non-COVID-19 Pneumonia: A retrospective cohort study from MIMIC-IV database
Juan Feng, Tianhang Zhao, Yiyang Huang et al. Respiratory Medicine, 2025. Cites: paper

Knowledge-Enhanced Complementary Information Fusion with Temporal Heterogeneous Graph Learning for Disease Prediction
Zongbao Yang, Shihuan He, Zhichen Chen et al. Lecture notes in computer science, 2025. Cites: paper

Asynchronous Multi-modal Learning for Dynamic Risk Monitoring of Acute Respiratory Distress Syndrome in Intensive Care Units
Yidan Feng, Bohan Zhang, Sen Deng et al. Lecture notes in computer science, 2025. Cites: paper

Graph neural networks for the enhanced prediction of new atrial fibrillation episodes after stroke
Cristian Y Rivera-Juzga, Dharmesh Mistry, Adam Thomas Knowles et al. Computers in Biology and Medicine, 2025. Cites: paper

Personalized and safe medication recommendation based on convolutional neural network and transformer architecture
Fengru Ge, Xiaomei Yu, Xue Li et al. Engineering Applications of Artificial Intelligence, 2025. Cites: paper

Preoperative risk prediction of major cardiovascular events in noncardiac surgery using the 12-lead electrocardiogram: an explainable deep learning approach
Carl Harris, Anway S. Pimpalkar, Ataes Aggarwal et al. British Journal of Anaesthesia, 2025. Cites: paper

SynthMedic: Utilizing large language models for synthetic discharge summary generation, correction and validation
Georgi Grazhdanski, Vasil Vasilev, Sylvia Vassileva et al. Journal of Biomedical Informatics, 2025. Cites: paper

A Novel Multi-Task Teacher-Student Architecture With Self-Supervised Pretraining for 48-Hour Vasoactive-Inotropic Trend Analysis in Sepsis Mortality Prediction
Houji Jin, Negin Ashrafi, Kamiar Alaei et al. IEEE Journal of Biomedical and Health Informatics, 2025. Cites: paper

Study on the link between neutrophil percentage to albumin ratio and acute kidney injury in severe ischemic stroke patients during hospitalization
Chao Dong, Zhaobing Tang, Xingang Bai et al. Frontiers in Neurology, 2025. Cites: paper

Association of dexmedetomidine with short-term outcome in patients with cardiogenic shock: a retrospective propensity score-matched cohort study from MIMIC-IV
Linfeng Xie, Jing Chen, Bryan Richard Sasmita et al. Frontiers in Pharmacology, 2025. Cites: paper

Generating Synthetic Medical Dialogues in European Portuguese: Preliminary Results with GPT Models
Larissa Montenegro, Luís Mendes Gomes, Jose Manuel Machado. Lecture notes in computer science, 2025. Cites: paper

Lactate-to-albumin ratio and 28 day mortality in hypertensive patients with atrial fibrillation: a retrospective cohort study
Rui Wu, Bo Xing, Zijun Zhou et al. European journal of medical research, 2025. Cites: paper

Standardized Multicenter Critical Care Database Integrating Minute-Level Vital Signs, Laboratory Tests, Interventions, and Outcomes: Profile of the OneICU Database
Takahiro Kinoshita, Yutaka Umemura, Makoto Watanabe et al. medRxiv, 2025. Cites: paper

Does obesity improve the prognosis of patients with community-acquired pneumonia? Insights from the MIMIC-IV database
Chuyu Zhong, Qingqiang Zeng, Jianzhong Hu. The American Journal of Emergency Medicine, 2025. Cites: paper

Platelets and mortality in bloodstream infection: author's response
Max W. Adelman, Stefano Casarin, César A. Arias et al. Clinical Microbiology and Infection, 2025. Cites: paper

Albumin-corrected anion gap as a predictive marker for mortality in critically Ill cirrhosis patients: an analysis based on the MIMIC-IV database
Ce Xu, Guangdong Wang, Min Zhang et al. PLoS ONE, 2025. Cites: paper

A Three-Round Knowledge Propagation Learning for ICU First-Visit Prediction Tasks
银芳陈, Hu Nie, Xiaorong Pu et al. Asian Conference on Artificial Intelligence Technology (ACAIT), 2025. Cites: paper

Development and external validation of a nomogram for predicting one-year survival in patients with non-traumatic subarachnoid hemorrhage
Yiwei Lv, Zhongsheng Lu, Menghui He et al. Frontiers in Surgery, 2025. Cites: paper

Impact of nitroglycerin on 28-day mortality in ischemic stroke patients: a retrospective cohort study using the MIMIC-IV database
Houjuan Zuo, Xin Zuo, Linjing Wang. Frontiers in Neurology, 2025. Cites: paper

Predictive value of 72-hour serum potassium variability, age, and total bilirubin for the prognosis of septic patients with heart failure: A retrospective cohort study based on the MIMIC-IV database
Qi Ren, Xiaochun Lv, Ji Li et al. Medicine, 2025. Cites: paper

The C-Reactive Protein-to-Albumin Ratio (CAR) and All-Cause Mortality in Critically Ill Ischemic Stroke Patients: A Retrospective Analysis of the MIMIC-IV and eICU-CRD Databases
Wang Binyang, Jing Zhong, Shao Lu et al. Research Square, 2025. Cites: paper

Retrieval-Augmented Generation (RAG) in Healthcare: A Comprehensive Review
Fnu Neha, Deepshikha Bhati, Deepak Kumar Shukla. AI, 2025. Cites: paper

Serum Osmolality and Stroke Mortality in the ICU: A U-Shaped Risk Pattern and Its Clinical Implications
Ge Li, Wenshi Wei. Journal of Clinical Medicine, 2025. Cites: paper

Optimizing the Dynamic Administration Regimen of Prophylactic Enoxaparin in Critically Ill Patients Using Reinforcement Learning
Chuanrui Sun, Jiang Li, Zhongheng Zhang et al. IEEE Journal of Biomedical and Health Informatics, 2025. Cites: paper

Relationship between the blood urea nitrogen to serum albumin ratio and in-hospital mortality in patients with type 2 diabetes mellitus complicated with ischemic stroke
Peng Wang, Shuyuan Jiang, Yunqi Hua et al. PLoS ONE, 2025. Cites: paper

Transparency of medical artificial intelligence systems
Chanwoo Kim, Soham U. Gadgil, Su‐In Lee. Nature Reviews Bioengineering, 2025. Cites: paper

Endothelial Activation and Stress Index Elevation Associated with Adverse Prognosis in Sepsis-Associated Acute Kidney Injury Patients: Validation Based on Two Critical Care Cohorts
Zhiyuan Zhang, Chaowei Wang, Jiangui Wang et al. Shock, 2025. Cites: paper

A causal inference framework to compare the effectiveness of life‐sustaining ICU therapies—using the example of cancer patients with sepsis
João Carlos Ramos Gonçalves de Matos, Tristan Struja, Naira Link Woite et al. International Journal of Cancer, 2025. Cites: paper

Does explainable AI-ECG heart age differentiate pathological from physiological LV remodeling? A multi-cohort analysis including young elite athletes
Philip Hempel, Tabea F. A. Steinbrinker, Lennart Graf et al. medRxiv, 2025. Cites: paper

Global Challenges in Data Collection to Reduce Adverse Perinatal Outcomes, Including Hypoxic Ischaemic Encephalopathy
Martin Gerbert Frasch, Sheehan David Fisher, Donna L. Russell et al. BJOG An International Journal of Obstetrics & Gynaecology, 2025. Cites: paper

Machine learning-based prediction model for 28-day mortality in acute kidney injury patients with liver cirrhosis: A MIMIC-IV database analysis
Luyu Chai, Yuxiang Zhou, Nan Zhou et al. PLoS ONE, 2025. Cites: paper

TreatRAG: A Framework for Personalized Treatment Recommendation
Chao-Chin Liu, Hao-Ren Yao, Der‐Chen Chang et al. ACM Conference on Recommender Systems (RecSys), 2025. Cites: dataset

Acidosis and in-hospital mortality in patients with pulmonary hypertension: a retrospective cohort study based on the MIMIC-IV database
Yuheng Ye, Di Yin, Yibin Wang et al. Frontiers in Medicine, 2025. Cites: paper

Analyzing the correlation between the longitudinal trajectories of blood urea nitrogen and 30-day survival in hemorrhagic stroke patients
Celin Guan, Tao Chen, Folin Lan et al. Neurological Research, 2025. Cites: paper

Correlation between blood urea nitrogen/albumin levels and 30-day all-cause mortality in critically Ill patients with heart failure: a retrospective cohort study and predictive model development based on machine learning
Wen-Ting Sun, Pei-Feng Chang, Wenhui Liu et al. Frontiers in Cardiovascular Medicine, 2025. Cites: paper

Advances in Machine Learning and Deep Learning for Hormonal Disorder Diagnosis: an Exhaustive Review on PCOS, Thyroid, and Optimization Techniques
Sanjay Dhanka, Ankur Kumar, Abhinav Sharma et al. Archives of Computational Methods in Engineering, 2025. Cites: paper

Correlation of triglyceride-glucose index with the incidence and prognosis of hyperglycemic crises in critically ill patients with diabetes mellitus: a machine-learning-based multicenter retrospective cohort study
Mingchen Xie, Yahui Zhang, Haitao Wu et al. Frontiers in Nutrition, 2025. Cites: paper

Early administration of magnesium sulfate and its impact on clinical outcomes in ICU-admitted patients with COPD: a retrospective cohort study
Min Xiao, Min Chen, Xuefeng Ding et al. Frontiers in Pharmacology, 2025. Cites: paper

The early bird in renal rescue: timing matters in acute kidney injury management—insights from target trial emulation
Miaowen She, Jinhu Zhuang, Xi Chen et al. Frontiers in Medicine, 2025. Cites: paper

Artificial intelligence at the bedside for the prevention, detection, and management of acute kidney injury
Benjamin Shickel, Tezcan Ozrazgat‐Baslanti, Azra Bihorac. Current Opinion in Nephrology & Hypertension, 2025. Cites: paper

Real World Performance of the Model for End-Stage Liver Disease Score Across Different Races and Ethnicities
Maria Mironova, Zachary Zaiman, Mathew C. Samuel et al. Digestive Diseases and Sciences, 2025. Cites: dataset, paper

Association between hemoglobin glycation index and 28-day all-cause mortality in acute myocardial infarction patients: Analysis of the MIMIC-IV database
Yue Lv, Lingchen Wei, Ziyue Wang et al. PLoS ONE, 2025. Cites: paper

ECG-FM: an open electrocardiogram foundation model
Kaden McKeen, Sameer Masood, Augustin Toma et al. JAMIA Open, 2025. Cites: paper

High-fidelity parameter-efficient fine-tuning for joint recognition and linking of diagnoses to ICD-10 in non-standard primary care notes
Cristian Estupiñán-Ojeda, Raúl J Sandomingo-Freire, Lluís Padró et al. JAMIA Open, 2025. Cites: paper

Predicting 30-day hospital readmissions using ClinicalT5 with structured and unstructured electronic health records
Sanjib Raj Pandey, Joy Dooshima Tile, Mahdi Maktabdar Oghaz. PLoS ONE, 2025. Cites: paper

Causal deep learning for real-time detection of cardiac surgery-associated acute kidney injury: derivation and validation in seven time-series cohorts
Qin Zhong, Yuxiao Cheng, Zongren Li et al. The Lancet Digital Health, 2025. Cites: paper

Heidelberg Perioperative Deep Data Registry and Biomaterial Bank (HeiPoDD Registry and Bio Bank): study protocol for a prospective single-centre registry and biobank for patients undergoing high-risk non-cardiac surgery in a German university hospital
Hans Thomas Hölzer, Christian Niklas, Solveig Tenckhoff et al. BMJ Open, 2025. Cites: paper

Predicting 28-Day Mortality in Critically Ill Patients Receiving Continuous Renal Replacement Therapy: A Novel Interpretable Machine Learning Approach
Tao Zhang, Zi-Han Nan, Xiaoxuan Fan et al. Journal of Multidisciplinary Healthcare, 2025. Cites: paper

Riscos de Privacidade em Dados de Saúde: Investigando Inferência de Atributos Sensíveis de Cidadãos no DATASUS
Ramon G. Gonze, Igor W. Lemes, Jussara Marques Almeida et al. Simpósio Brasileiro de Cibersegurança (SBSeg), 2025. Cites: paper

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