Publications citing MIMIC-IV v3.1

Mapping ICU nursing intervention notes to clinical care classification using a large language model: an evaluation study
Yeonju Kim, Jiin Kim, Yunseong Cho et al. BMC Nursing, 2026. Cites: paper

MLIF: Multi-aspect Label Information Fusion for Effective ICD Coding in Long-Tail Scenarios
Yonghe Yan, 忻裕静, Ning Liu et al. Communications in computer and information science, 2026. Cites: paper

Temporal Feature Engineering and Ensemble Learning for Predicting 28-Day Mortality in ICU Patients with Alcoholic Cirrhosis
Janet Sanjaya, Mohammadsaeed Haghi, Nausin Tabassum Kudrot et al. medRxiv, 2026. Cites: paper

Admission lactate-to-hemoglobin ratio and mortality in critically ill patients with type 1 acute myocardial infarction: A mimic-iv database study
Thanh Luan Nguyen, Thi Bao Yen Nguyen, Thúy Oanh Hoàng et al. Science Progress, 2026. Cites: paper

A Drift-Aware Evaluation Framework for Rare-Event Prediction: Comparative Analysis of Gradient Boosting, Temporal Convolutional Networks, and Transformer Models
Pınar Ersoy, Mustafa Erşahin. International Conference on Electronics, Computers and Artificial Intelligence (ECAI), 2026. Cites: paper

Artificial intelligence in antimicrobial stewardship: prediction, clinical applications, and implementation challenges
Takahiro Matsuo, Masayuki Nigo, Fabio Borgonovo et al. Clinical Microbiology and Infection, 2026. Cites: paper

Association between frailty and clinical outcomes in critically ill coronary artery disease patients: A retrospective cohort study
Mengxiao Wang, Chengjian Guan, 马千里 et al. Science Progress, 2026. Cites: paper

Association of the glucose-to-lymphocyte ratio with short-term mortality in critically ill patients with documented mitral valve disease: A retrospective cohort study
Zhenyu Yuan, Lei Zhao, Hong Geng et al. Science Progress, 2026. Cites: paper

Associations between albumin–bilirubin score and all-cause mortality among individuals with acute myocardial infarction: A cohort study based upon MIMIC-IV
Xianan Xu, Jinyun Shen, Yanan Zhang. Science Progress, 2026. Cites: paper

BMI-based prediction models for short-term and long-term mortality following coronary artery bypass grafting using the MIMIC-IV database: a retrospective cohort study
Tianpei Mou, Qian Li, Jie Zhou et al. Open Heart, 2026. Cites: paper

Chronofy: A Temporal-Logical Decay Architecture for Information Validity in Time-Aware Retrieval-Augmented Generation
Muntaser Mansur Syed, Marius Silaghi, Sheikh Abujar et al. IEEE International Conference on Information Reuse and Integration (IRI), 2026. Cites: paper

Comparison of Electronic Health Data‐Based Frailty Assessment Tools for Prediction of Adverse Outcomes of Patients With Chronic Kidney Disease
Ying Deng, JianHao Kang, Xinghua Guo et al. Nephrology, 2026. Cites: paper

Development and validation of a dual-channel deep learning for continuous acute kidney injury prediction in critically ill patients
Siyu Tang, Chaoqun Niu, Huan Jiang et al. Renal Failure, 2026. Cites: paper

Development and validation of an interpretable machine-learning-based model incorporating time-weighted variables for predicting intensive care unit mortality in patients with cardiac arrest: A retrospective study
Guyu Zhang, Le An, Chenchen Hang et al. Intelligent Medicine, 2026. Cites: paper

DMGExNet: A Dual‐Stream Transformer‐Guided Multi‐Graph Collaborative Explainable Network for Medication Recommendation
Chao Pan, Haitao Wang, Jianfeng He et al. Engineering Reports, 2026. Cites: paper

Early 8.4% sodium bicarbonate and in-hospital mortality in cardiogenic shock with severe acidemia and hyperlactatemia: A two-hour landmark overlap-weighted retrospective cohort study
Xingwei Wang, Yang Gao, Qingbo Shi et al. Science Progress, 2026. Cites: paper

Exposure definition sensitivity unmasks hidden confounding in crystalloid target trial emulation
Qingxia Dai, Yu Hao, Jie Shen et al. iScience, 2026. Cites: paper

First-24-hour aspirin exposure and 28-day mortality in critically ill adults with cerebral embolism: A retrospective MIMIC-IV cohort study
Xi Zhu, Xujie Wang, Yuyi Fan et al. Science Progress, 2026. Cites: paper

From Challenges to Solutions: A Systematic Review of Multimodal LLMs in Healthcare and Architectural Recommendations with RAG
Dipanita Saha, Yuan Lin, Debasish Ghose. ACM Transactions on Computing for Healthcare, 2026. Cites: paper

Interpretable gradient boosting machine model for predicting in-hospital mortality in sepsis-induced myocardial injury: a multicenter development, validation, and web-based clinical implementation
L X Chen, Qianru Yuan, Yitong Ma. Frontiers in Cardiovascular Medicine, 2026. Cites: paper

Machine learning–based prediction of incident delirium after a 24-hour landmark in critically ill patients with acute pancreatitis: Model development and external validation using the MIMIC-IV and eICU databases
Kangrui Fu, Binglin Song, Yuan Luo et al. Science Progress, 2026. Cites: paper

Machine learning phenotypes and heterogeneous albumin effects in cirrhotic AKI: a causal inference study
Zekai Yu, Feiwei Qin. Internal and Emergency Medicine, 2026. Cites: paper

MUC-FL: Block-Wise Marginal Utility Contribution for Communication-Efficient Federated Learning
Akshay Mhatre, Vikram Karthick, Deepti Gupta et al. IEEE International Conference on Information Reuse and Integration (IRI), 2026. Cites: paper

OnChainSE: Verifiable Encrypted Search Over Blockchain Data for JointCloud Environments
Feng Jiang, Xiang Fu, Liaoliao Feng et al. IEEE International Conference on Joint Cloud Computing (JCC), 2026. Cites: paper

PhysioAgent: A Multi-Agent AI Framework for Personalised Exercise Prescription and Longitudinal Adherence Monitoring in Physiotherapy
Hirad Rezaei, Fethi Rabhi, Amin Beheshti et al. IEEE International Conference on Digital Health (ICDH), 2026. Cites: paper

Prediction of post-operative delirium with machine learning in abdominal surgery with comorbidity indices and laboratory values
Wesley Chorney, Shinhee Kang, Sing Hui Ling et al. medRxiv, 2026. Cites: paper

Relationship between endothelial activation and stress index in delirium patients and seven-day mortality: A retrospective study using inverse probability of treatment weighting
Han Shi, Yanli Yang, Xi Huai et al. Science Progress, 2026. Cites: paper

Retrospective machine learning approach for forecasting in-hospital death in ICU patients after cardiac arrest
Yong Si, Li Sun, Shu‐Heng Chen et al. Informatics in Medicine Unlocked, 2026. Cites: paper

Risk-Aware Prioritization of Pharmacy Prescription Queues
Pavitra Mohandas, Sudesh Kumar Santhosh Kumar, Saiharshith Karuneegar Ramesh. International Conference on Electronics, Computers and Artificial Intelligence (ECAI), 2026. Cites: paper

The prognostic value of the prognostic nutritional index for short- and long-term outcomes in coronary care unit patients
Qianqian Zhang, Dongyan Song, Chang De Wu et al. BMC Cardiovascular Disorders, 2026. Cites: paper

The Relationship Between PEEP Variability and 28-Day Mortality in Patients With ARDS: A Retrospective Study From MIMIC-IV Database
Shaona Liao, Anliu Nie, Shuzeng Zhang et al. Asian Nursing Research, 2026. Cites: paper

Two Minds are Safer Than One: Argumentative Llm Agents for Clinical Diagnosis
Belkacem Chikhaoui. IEEE Annual International Computer Software and Applications Conference (COMPSAC), 2026. Cites: paper

Ursodeoxycholic acid inhibits platelet activation and thrombosis via TREM2: Evidence from mouse models and human studies
Xiaomei Wu, Yulong Zhang, Qingyuan Yang et al. British Journal of Pharmacology, 2026. Cites: paper

A Multimodal Graph-based Approach for Early and Explainable Health Risk Assessment
Sonal Jha, Saikat Dey, Wu-chun Feng. ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM-BCB), 2026. Cites: dataset

ARTIFICIAL INTELLIGENCE IN INTENSIVE CARE UNITS: CLINICAL APPLICATIONS, ETHICAL CHALLENGES AND FUTURE DIRECTIONS - A NARRATIVE REVIEW
Jakub Swiech, Marta Kamrowska, Katarzyna Apanasewicz et al. International Journal of Innovative Technologies in Social Science, 2026. Cites: paper

Assessing Subgroup Fairness in Clinical Missing Data Imputation: A Case Study Using MIMIC-IV
Aldo Marzullo, Abdelrahman Ali Mohamed Dafalla, Elena De Momi. ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM-BCB), 2026. Cites: paper

Assessing Utility-Leakage Trade-offs in Coreset Selection for Chest X-Ray Embeddings
Aldo Marzullo, Sebastián Andrés Cajas, Leo Anthony Celi et al. ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM-BCB), 2026. Cites: paper

Early Blood Urea Nitrogen-to-Creatinine Ratio Trajectories and Short-Term Mortality in Older ICU Patients With Sepsis: A Retrospective MIMIC-IV Cohort Study
Mingyue Sun, Huanhuan Zhang, Guoxin Zhang et al. Research Square, 2026. Cites: paper

Multimodal Fusion and Adaptive Learning for Cardiopulmonary Classification
Mahjabeen Tamanna Abed, Xinghui Zhao. ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM-BCB), 2026. Cites: paper

Multimodel Interpretable Machine Learning for Osteoporosis Prediction in Diabetes Using a Large Critical Care Electronic Health Record Database
Dongdong Cheng, Wei Zhang, Jingyu Chen et al. Journal of Visualized Experiments, 2026. Cites: paper

Risk prediction of sepsis-associated acute kidney injury: development, validation of a machine learning model with multicenter data
Renzhi Tan, Yongchen Li, Diman Mai et al. BMC Medical Informatics and Decision Making, 2026. Cites: paper

Association of the hemoglobin glycation index with the large-artery atherosclerosis subtype in ischemic stroke: a dual-cohort study
Xinyu Tong, Jianxiong Gu, Chuxin Lyu et al. Frontiers in Neurology, 2026. Cites: paper

Crossover effect: causal machine learning reveals opposing mortality responses to mean arterial pressure targets among phenotypically distinct hypertensive patients with septic shock
Zekai Yu. Internal Medicine Journal, 2026. Cites: paper

Deep learning analysis of 12-lead electrocardiograms for bloodstream infection prediction: a multi-center validation study
Po-Huang Chen, Shang-Yang Li, Dung‐Jang Tsai et al. BMC Medical Informatics and Decision Making, 2026. Cites: paper

Encoding Versus Linear Use of Patient Characteristics in Chest X-Ray Foundation Models on MIMIC-CXR
Y I Kim, Yangwon Kim, Yoojin Nam et al. Diagnostics, 2026. Cites: paper

ER stress-mediated impairment of hepatic lipid export is associated with steatosis in AKI-induced remote liver injury
M.X. Li, Runze Ni, Kristof Williams et al. Scientific Reports, 2026. Cites: paper

Improving calibration and subgroup equity in diabetes readmission prediction using causal reweighting of LSTM models
Sapna Sharma, Maria L. Vaida. Informatics in Medicine Unlocked, 2026. Cites: paper

Multimodal precision diagnostics via cardionet+: fusing time-series, imaging, and knowledge graphs for cardiac risk modeling
Victor Adeyi Odeh, Zhang Xiaoling, Kuyikabasi Uko et al. Biomedical Signal Processing and Control, 2026. Cites: paper

Temporal deep learning for 28-day mortality prediction in critically ill ovarian cancer patients: a multicenter development and validation study using hourly vital signs
Chengling Wang, Lu Liu, J B Hu et al. Journal of Ovarian Research, 2026. Cites: paper

Towards A Novel Shapley-Based Framework for Data-Centric Cohort Refinement
Yueh Tang, Justin Z. Zhan. Lecture notes in computer science, 2026. Cites: dataset, paper

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