Publications citing MIMIC-IV v3.1

Explainable AI-Enabled Wearable Sensors for Real-Time Thrombotic Event Early Warning in Connected Health Environments
Zi Wang, Yufan Hu, Qinglin Hu et al. IEEE Transactions on Consumer Electronics, 2026. Cites: paper

Machine learning in ARDS: an intensivist’s guide to artificial intelligence applications
Romain Lombardi, Mihir Chaturvedi, Mathieu Jozwiak et al. Critical Care, 2026. Cites: paper

Prognostic Impact of the Atrial Fibrillation Burden in Patients With Pulmonary Embolism
Zhijun Lei, Chuanzhen Hao, Jiaxin Zhang et al. Pacing and Clinical Electrophysiology, 2026. Cites: paper

Understanding Tradeoffs in Clinical Text Extraction: Prompting, Retrieval-Augmented Generation, and Supervised Learning on Electronic Health Records
Tanya Yadav, Aditya Tekale, Jeff Chong et al. Algorithms, 2026. Cites: paper

Association between the lactate-to-albumin ratio and 28-day all-cause mortality in diabetic ketoacidosis patients: A retrospective cohort study utilizing the MIMIC-IV database
Fan Zhang, Lingchen Wei, Yuan Liu et al. PLoS ONE, 2026. Cites: paper

Development and internal-external validation of a risk prediction nomogram for secondary myocardial injury in traumatic brain injury
Yu-Qin Zhan, Chen-yang Wu, Yubin Shen et al. Frontiers in Neurology, 2026. Cites: paper

Development and validation of a prognostic model for acute respiratory distress syndrome in critically Ill patients with intra-abdominal sepsis: a multicenter cohort study
Wenzhe Li, Yuqian Li, Yixi Wang et al. Frontiers in Medicine, 2026. Cites: paper

Impact of in-hospital ACEI use on long-term prognosis in discharged type 2 myocardial infarction patients: a retrospective propensity score-matched cohort study
Jing-yin Zhang, Jiani Liu, Wei-ye Feng et al. BMC Cardiovascular Disorders, 2026. Cites: paper

Leakage-Aware Federated Learning for ICU Sepsis Early Warning: Fixed Alert-Rate Evaluation on PhysioNet/CinC 2019 and MIMIC-IV
Hyejin Jin, Hongchul Lee. Applied Sciences, 2026. Cites: paper

Natural language processing for geriatric syndromes: a systematic review of methods, applications, and challenges
Fahrurrozi Rahman, Imane Guellil, Abul Hasan et al. BMC Medical Informatics and Decision Making, 2026. Cites: paper

Protective effect of statins in patients with sepsis-associated encephalopathy: a retrospective cohort study
Tieqiao Zhou, Lei Li, Jiping Yi et al. Frontiers in Neurology, 2026. Cites: paper

Systematic review of Artificial Intelligence-based methods for glycemic control and risk prediction in intensive care units
Muhammad Abdullah Sarwar, Robertas Damaševičius, Eglė Belousovienė et al. Artificial Intelligence in Medicine, 2026. Cites: paper

ABC’S of AI: proposing a clinician’s framework for the interpretation of artificial intelligence studies
Brian Murray, Seth R. Bauer, Yanjun Gao et al. Frontiers in Medicine, 2026. Cites: paper

Association between lactate-to-albumin ratio and 30-day all-cause mortality in patients with acute pancreatitis-associated acute kidney injury
Men Wei, Yue Zhong, Xiao Lin et al. Scientific Reports, 2026. Cites: paper

ATLASky-AI: An autonomous framework for physics-based trustworthy verification of LLM-generated spatiotemporal knowledge
Raed Awill, Wajahat Ali Khan, Maqbool Hussain et al. Expert Systems with Applications, 2026. Cites: paper

CarpeDiem , a per-day clinical parameters and pneumonia adjudication dataset for critically ill patients with suspected pneumonia
Catherine A. Gao, Nikolay S. Markov, Mengjia Kang et al. medRxiv, 2026. Cites: paper

Early prophylactic heparin use is associated with reduced mortality in patients with non-traumatic subarachnoid hemorrhage
Haiyan Xiang, Xiujuan Chen, Laiyou Wang et al. Frontiers in Neurology, 2026. Cites: paper

Evaluation of SOFA-2 Score Performance Across Demographic Subgroups: An External Validation Study Using MIMIC-IV
Jacob Ellen, Sicheng Hao, Catherine A. Gao et al. medRxiv, 2026. Cites: paper

Stress hyperglycemia ratio and short-term mortality in critically ill septic patients: stratified analysis by diabetes status
Heping Xu, Xue Lv, Yan Xia et al. BMC Infectious Diseases, 2026. Cites: dataset

Unlocking electronic health records: a hybrid graph RAG approach to safe clinical AI for patient QA
Samuel Thio, Matthew Lewis, Spiros Denaxas et al. Frontiers in Digital Health, 2026. Cites: paper

Vancomycin therapeutic drug monitoring is associated with reduced toxicity in ICU patients: a MIMIC-IV retrospective study
Jia Wang, Chuzhu Huang, Yan Chen et al. Scientific Reports, 2026. Cites: paper

A multi-metric evaluation of readability in psychiatric discharge summaries
F. Li, Casey Overby Taylor, Ayah Zirikly. BioData Mining, 2026. Cites: dataset, paper

Association of platelet to HDL-C ratio with short-term mortality in critically ill intracerebral hemorrhage patients: a MIMIC-IV analysis
Yongtong He, Qianshan Zhao, Qiyin Cai. Scientific Reports, 2026. Cites: paper

Mapper-based topological subtyping of early diuretic response in ICU patients with acute heart failure: a retrospective cohort study with external validation in eICU-CRD
Jiacheng Tian. Research Square, 2026. Cites: paper

A Machine Learning‐Based Model for Individualized Prediction of Vancomycin Concentration‐Time Curves in ICU Patients
Jia‐Yi Wang, Jiang Hu, Yan Chen et al. Pharmacology Research & Perspectives, 2026. Cites: paper

Association between hemoglobin and all-cause mortality in patients with obstructive sleep apnea and hypertension: insights from an observational study
Chen Guo, Jia‐Hao Dou, Fan-Shun Guo et al. Journal of Human Hypertension, 2026. Cites: paper

Development and Validation of a Multidimensional Predictive Model for 28-Day Mortality in Patients with Post-Traumatic Acute Respiratory Distress Syndrome
Piao Zhang, Chengcheng Sun, Renchao Zou et al. Journal of Clinical Medicine, 2026. Cites: paper

Identifying and timing patient outcomes in clinician notes using large language models
Tassallah Abdullahi, Ali Hamzeh, Isaac Sears et al. Artificial Intelligence in Medicine, 2026. Cites: paper

Multi-Modal Fusion of IoT and EHR Data Using Transformer Networks for Holistic Patient in Consumer-Centric Digital Twins
Wei Liu, Jing Wang, Amel Ksibi et al. IEEE Transactions on Consumer Electronics, 2026. Cites: paper

Orchestrated multi agents sustain accuracy under clinical-scale workloads compared to a single agent
Eyal Klang, Mahmud Omar, Ganesh Raut et al. npj Health Systems, 2026. Cites: paper

Impact of albumin infusion on 30-day mortality in ICU patients with acute-on-chronic liver failure: a retrospective cohort using MIMIC-IV database
Sheng Lu, Xiaxia Weng, Jian Cao et al. Clinical and Experimental Medicine, 2026. Cites: paper

Prognostic value of the fibrosis-4 index for predicting in-hospital mortality in sepsis patients: evidence from MIMIC-IV and eICU databases
Xiangli Kong, Bin Jiang, Cuiping Xu et al. Scientific Reports, 2026. Cites: paper

Association of fibrinogen to albumin ratio with sepsis-associated acute kidney injury: A retrospective cohort study based on the MIMIC-IV database
T. Li, Muyan Diao, Feng Lu et al. PLoS ONE, 2026. Cites: paper

Dual-Domain Multimodal Hyperbolic Fusion for Cardiopulmonary Disease Diagnosis in Emergency Care
Ke Nan, Maggie Samaan, Benjamin Burns et al. IEEE Winter Conference on Applications of Computer Vision, 2026. Cites: paper

Early liberal fluid resuscitation increased 30-day mortality in patients post out-of-hospital cardiac arrest: A retrospective analysis of the MIMIC-IV database
Ran Han, XuRan Tao, Shuqun Hu et al. The American Journal of the Medical Sciences, 2026. Cites: paper

Early risk stratification of acute kidney injury severity in patients with acute myocardial infarction and diabetes using machine learning
Liang Ruan, Yong Qiao, Xudong Li et al. Scientific Reports, 2026. Cites: dataset

The relationship between urinary tract infections and sepsis: results from Mendelian randomization and MIMIC data study
Kaisaier Aji, Munila Maimaijiang, Guanglu Song. World Journal of Urology, 2026. Cites: paper

Association between acute kidney injury and delirium in critically ill patients: a retrospective cohort study using two independent databases
Christian Porschen, Christian Strauß, Sean M. Bagshaw et al. Critical Care, 2026. Cites: paper

Predictive Value of Blood Tests in Postoperative Delirium for Abdominal Surgery Patients
Wesley Chorney, Michael Lisi. medRxiv, 2026. Cites: paper

The role of red blood cell distribution width in prognosis prediction among critically ill patients with obstructive sleep apnea: Insights from the MIMIC-IV database
Chunyan Zhang, Jing Xiao, Xiyu Gao et al. Scientific Reports, 2026. Cites: paper

A large-scale database for clinical trial outcomes and features
Chufan Gao, Jathurshan Pradeepkumar, Trisha Das et al. Nature Health, 2026. Cites: paper

Bridging Stepwise Lab-Informed Pretraining and Knowledge-Guided Learning for Diagnostic Reasoning
Pengfei Hu, Chang Hua Lu, Fei Wang et al. IEEE Journal of Biomedical and Health Informatics, 2026. Cites: paper

Integrating Agentic Artificial Intelligence to Automate International Classification of Diseases, Tenth Revision, Medical Coding
Kitti Akkhawatthanakun, Lalita Narupiyakul, Konlakorn Wongpatikaseree et al. Informatics, 2026. Cites: paper

Merlin: a computed tomography vision–language foundation model and dataset
Louis Blankemeier, Ashwin Kumar, Joseph Cohen et al. Nature, 2026. Cites: paper

No incremental discriminative value of hemoglobin beyond GNRI for predicting mortality in older adult with sepsis
Xiao-Yan Ding, Li-Juan Zeng, Jing-Ru Zhang et al. BMC Geriatrics, 2026. Cites: paper

Variability in Automated Sepsis Case Detection: A Systematic Analysis of Implementation Methods in Clinical Data Repositories
Falk Meyer-Eschenbach, René Schmiedler, Johannes v. Stoephasius et al. medRxiv, 2026. Cites: paper

Collaborative Coarse-to-Fine Disease Learning With Discharge Summary Awareness for EHR Event Prediction
Yan Kang, Zhuolun Li, Bin Pu et al. IEEE Transactions on Cybernetics, 2026. Cites: paper

Comparative machine learning to predict acute kidney injury in traumatic brain injury: a MIMIC-IV cohort with SHAP interpretation
Zhenxing Gu, Kang Qian, Xigang Wang et al. Frontiers in Medicine, 2026. Cites: paper

A comprehensive survey on medical concept normalization: Datasets, techniques, applications, and future directions
Haihua Chen, Yuhan Zhou, Ruochi Li et al. Journal of Biomedical Informatics, 2026. Cites: paper

Artificial Intelligence in Point-of-Care Ultrasound
Derek Wu, Robert T. Arntfield, Scott J. Millington. Journal of Intensive Care Medicine, 2026. Cites: paper

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