Publications citing MIMIC-IV v3.1

Association between neutrophil percentage-to-albumin ratio and all-cause mortality in patients post-cardiac surgery: a retrospective cohort study
Shubin Lv, Qiong Lv, Di Luo. Molecular and Cellular Biochemistry, 2026. Cites: dataset, paper

Benchmarking large language model-based agent systems for clinical decision tasks
Yunsong Liu, Zunamys Itzell Carrero, Xiaofeng Jiang et al. npj Digital Medicine, 2026. Cites: dataset

Construction and Evaluation of a Nomogram Model Related to Abdominal Aortic Aneurysm Rupture and Exploration of Its Potential Mechanism
Changming Shao, Chunfa Cheng, Bing Chen. Journal of Endovascular Therapy, 2026. Cites: paper

Development of a hemodynamic scoring system for acute pancreatitis: an exploratory approach to optimizing fluid resuscitation
Guanhao Huang, Huali Huang. BMC Gastroenterology, 2026. Cites: paper

Four-organ SOFA score as a potential tool to triage use of continuous kidney replacement therapy in COVID-19 patients with acute kidney injury: a retrospective two-center study
Fatemeh Abbasi, Tomonori Takeuchi, Gabriela M. Orellana et al. Renal Failure, 2026. Cites: paper

Infection Site from Early Microbiology Specimens Drives Explainable Prediction of Empiric Antibiotic Appropriateness in ICU Patients
Asitha L. Kulasekera, Himanga N. Benaragama. International Conference on Advanced Research in Computing (ICARC), 2026. Cites: paper

Leveraging Natural Language Processing for Sustainable Supply Chain Optimization in Agriculture, Healthcare, and Asset Management
Yatri Davda, Swapnali Gaikwad, Rachana Somkunwar et al. IGI Global eBooks, 2026. Cites: paper

Association between endothelial activation and stress index and mortality in critically ill patients with atrial fibrillation: In MIMIC database: A Retrospective Cohort Study
Peiling Zuo, Huanhuan Zhu, Chunying Sun et al. PLoS ONE, 2026. Cites: paper

Association between stress hyperglycemia ratio and ICU delirium among critically ill adults in MIMIC-IV
Chong Wang, Lili Lv, Rongrong Ma et al. Scientific Reports, 2026. Cites: paper

Accelerating AI innovation in healthcare: real-world clinical research applications on the Mayo Clinic Platform
Yue Yu, Xinyue Hu, Sivaraman Rajaganapathy et al. npj Health Systems, 2026. Cites: paper

In-hospital testing of NIVPredict - an AI tool for early prediction of non-invasive ventilation outcome in acute respiratory failure
Hang Yu, Sina Saffaran, Abdisamad Ali et al. Critical Care, 2026. Cites: paper

CardioEHR: A longitudinal electronic health record dataset of cardiovascular patients from central China
Lingfeng Zha, Chengbo Fu, Xue Sha et al. Scientific Data, 2026. Cites: paper

Development and external validation of a machine learning model for predicting in-hospital mortality in acute liver failure
Xuanlin Wu, Q. Y. Song, Delin Li et al. Digestive and Liver Disease, 2026. Cites: paper

Development and explanation of electrocardiogram-based deep learning for predicting short-term mortality in heart failure patients
Yan Li, Lixia Cheng, Hongmin Zhou et al. Journal of Global Health, 2026. Cites: paper

Development and Validation of the Intensive Documentation Index for ICU Mortality Prediction
Alexis M. Collier, Sophia Z. Shalhout. medRxiv, 2026. Cites: paper

Integrating Deep Learning Nodes into an Augmented Decision Tree for Automated Medical Coding
Spoorthi S. Bhat, Veda Sahaja Bandi, Haiping Xu et al. Analytics, 2026. Cites: paper

Predicting ICU Patient Mortality Using Machine Learning Models: A Comparative Study of XGBoost, Random Forest, and Logistic Regression
Ritesh Alkunte, Nilesh P. Sable, Anuradha Yenkikar. International Conference on Emerging Technologies and Future Innovations (ETFI), 2026. Cites: paper

Association of leuko-glycemic index with mortality in critically ill stroke patients: analysis from the MIMIC-IV database and an institutional cohort
Yuxing Wang, Wentao Wang, Xiaochuan Sun et al. Frontiers in Medicine, 2026. Cites: paper

Data integration and systems interoperability: the prerequisite for artificial intelligence in anesthesiology
Olivier Duranteau, Benjamin Popoff. Current Opinion in Anaesthesiology, 2026. Cites: paper

Early Sepsis Prediction using Explainable Machine Learning on Vital Sign Data
Kalaivani P, S Sivaramasubramanian M R, Trisha S et al. International Conference on Electronics and Renewable Systems (ICEARS), 2026. Cites: paper

Hierarchy-aware graph neural network and inverse-variance reinforcement learning for drug recommendation
Wei Hou, Xianxing Liu, Linxiao Li et al. Neurocomputing, 2026. Cites: paper

Perfusion-Dependent Melanin Bias in Pulse Oximetry and ICU Mortality Across 209 U.S. Hospitals: A Multicenter Retrospective Analysis of 52 Million Readings
Matthew Gehring. medRxiv, 2026. Cites: paper

A Clinically Interpretable Machine Learning Framework for Mortality Prediction in Critically Ill Orthopedic Patients
Ting Zhang, Meiling Li, Hong Lu et al. Research Square, 2026. Cites: paper

Benchmarking imputation strategies for missing time-series data in critical care using real-world-inspired scenarios
Michaël Poette, Sandrine Mouysset, Daniel Ruiz et al. Scientific Reports, 2026. Cites: dataset

Development and retrospective validation of SCOUT: scalable clinical oversight of large language models via uncertainty triangulation
Zhengqing Ba, Ming He, Haorui He et al. medRxiv, 2026. Cites: paper

Integrating serum ferritin and neutrophil-to-lymphocyte ratio with Sequential Organ Failure Assessment score improves mortality prediction in sepsis
Namra Patel, Viral Patel, M Yogesh et al. World Journal of Methodology, 2026. Cites: paper

The advantages of our proposed Saturn coefficient over continuity and trustworthiness for UMAP dimensionality reduction evaluation
Davide Chicco, Simone Melzi, Francesca Gasparini et al. PeerJ Computer Science, 2026. Cites: paper

The value of doubt: training LLMs to consider diagnostic uncertainty may improve clinical utility
Margaret Sui, Kyra L. Rosen, Kimia Heydari et al. npj Digital Medicine, 2026. Cites: paper

AI-Powered Personalized Medication Recommender by Using RAG
S. Manohar, Aditya Kumar, Lingutla Chandrika. International Conference on Communication, Computing and Emerging Technologies (IC3ET), 2026. Cites: paper

Association between magnesium sulfate administration and mortality in critically ill patients with sepsis-associated acute kidney injury: a retrospective propensity score-matched cohort study
Xiangjie Duan, Jing-Ru Lan, Mingxin Zhu et al. European Journal of Clinical Pharmacology, 2026. Cites: paper

Development and validation of a prediction model for in-hospital mortality in intensive care unit patients with cirrhosis and sepsis: a multicentre retrospective cohort study
Zhikun Xu, Qinhua Yang, Dongting Peng et al. Frontiers in Medicine, 2026. Cites: paper

Early metoprolol use in ICU patients with congestive heart failure is associated with increased 30-day mortality: a causal machine learning study
Yunzhu Chen, Tianyou Li. Frontiers in Pharmacology, 2026. Cites: paper

SummFuseCare: extractive summarization enhancement and attention-based dual-modal fusion network for clinical risk prediction
Xinyue Li, Youshen Chi, Lin Cheng et al. Pattern Analysis and Applications, 2026. Cites: paper

Using laxative to recover intestinal function could improve the survival outcome for patients with cardiac arrest: a retrospective cohort study from MIMIC-IV database
Jingwei Duan, Yuanchao Shi, Yufan Du et al. Journal of Intensive Care, 2026. Cites: paper

A Prediction Model for Prolonged Length of Stay After Cholecystectomy in Patients with Chronic Acalculous Cholecystitis and Nursing Recommendations
Ke Xu, Xiaoxia Fang, Yuhou Shen et al. Asian Nursing Research, 2026. Cites: paper

Fish oil supplementation and clinical outcomes in patients with sepsis-associated acute kidney injury: A retrospective cohort study from the MIMIC-IV database
Ya Gao, Shuo Tang, Xiangtian Liu et al. Clinical Nutrition ESPEN, 2026. Cites: paper

Natural language processing as consultation service platform or clinical decision support system in gynecologic oncology: a systematic review
Andrea Rosati, Massimo Criscione, Livia Lilli et al. International Journal of Gynecological Cancer, 2026. Cites: paper

Performance assessment strategies for language model applications in healthcare
Victor García, Mariia Sidulova, Aldo G. Badano. Artificial Intelligence in the Life Sciences, 2026. Cites: paper

Systemic immune-inflammation (SII) index as a novel prognostic biomarker in critically ill patients with sepsis: analysis of the MIMIC-IV cohort and predictive modeling based on machine learning
Xudong Zhang, Yiquan Xu, Yu Lei et al. BMC Infectious Diseases, 2026. Cites: paper

Early albumin infusion and mortality in ICU patients with HFpEF: a target trial emulation study
Zhen Wang, Meng-li Li, Nin-jun Zhu et al. European Journal of Clinical Pharmacology, 2026. Cites: paper

Illness severity modifies the association between sepsis and survival in critically ill patients with acute kidney injury
Mahnaz Derakhshan, Mory Ghomshei, Hamid Reza Ansarian. Clinical and Experimental Nephrology, 2026. Cites: paper

Laboratory Test-Guided Medical Image Generation for Multi-Modal Disease Prediction
Jingwen Xu, Fei Lyu, Ye Zhu et al. IEEE Transactions on Medical Imaging, 2026. Cites: paper

Association between selective serotonin reuptake inhibitors and 28-day in-hospital mortality in critically ill patients with depression: A cohort study stratified by exposure timing
Jian-Dong Niu, Juan Yang, Zhong-Yi He et al. Journal of Affective Disorders, 2026. Cites: paper

Association of Arterial PaCO2 with the Survival of Mechanically Ventilated Patients with Acute Respiratory Failure: A Multicenter Retrospective Cohort Study
Chang Lei, Ling Jia, Yue Xu et al. Diagnostics, 2026. Cites: paper

Association of triglyceride glucose index with mortality in critically ill patients with atherosclerotic cardiovascular disease: analysis of the MIMIC-IV database
Huibo Wang, Guosong Jiang, Xiaoxiao Qu et al. European journal of medical research, 2026. Cites: paper

Development and Validation of a Nomogram for Predicting the Need for Mechanical Ventilation in Patients Undergoing High-Flow Nasal Cannula Therapy: A Retrospective Study Based on the MIMIC-IV Database
Jiaojiao Liu, Yuan Yuan, 云梁. British Journal of Hospital Medicine, 2026. Cites: paper

Propofol provides a significant survival advantage in sepsis-associated encephalopathy: A retrospective cohort study investigating one-year all-cause mortality
Yuan Li, Han Huang, Bingxing Shuai. PLoS ONE, 2026. Cites: paper

Red blood cell distribution width to albumin ratio predicts mortality in heart failure patients with pneumonia
Hongyu Su, Mengzhao Yang, Hao Wang et al. Frontiers in Cardiovascular Medicine, 2026. Cites: paper

Risk assessment in cardiac surgery: Exploring machine learning and laboratory indices as adjunctive tools
Wesley Chorney, John Hinchion. PLoS ONE, 2026. Cites: paper

Temporal three-way decision-making for emergency admission integrating multigranulation neighborhood rough set with Gaussian mixture-hidden Markov model
Meng Zhang, Jianghua Zhang, Dongchen Gao et al. Expert Systems with Applications, 2026. Cites: paper

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