Publications citing MIMIC-IV v3.1

Leukocyte glycemic index associated with 30-day mortality in sepsis patients with new-onset atrial fibrillation: insights from the MIMIC-IV database
Yeyi Yang, Jia Kuang, Yingtai Chen et al. Scientific Reports, 2026. Cites: paper

Reported mitral annular calcification grade and in-hospital mortality: a retrospective linked echocardiographic cohort study
Cevahir Alioglu, Nuray Kahraman Ay, Burak Isleyen. Research Square, 2026. Cites: paper

SENTINEL: A cascade-aware temporal framework with formally verified alert logic for early ICU mortality prediction
V. Sindhuja, S. Venkatraman. Array, 2026. Cites: paper

TAPSE-to-tricuspid regurgitant pressure gradient ratio and early mortality in hospitalized heart failure
Isabelle Moseley, Akhil Vaid. American Heart Journal Plus Cardiology Research and Practice, 2026. Cites: paper

The LoVe score: Development and validation of a bedside clinical index to identify patients at risk for prolonged invasive mechanical ventilation
Paul Hilders, Lada Lijović, Martijn Otten et al. Journal of the Intensive Care Society, 2026. Cites: paper

An intelligent RFID-based healthcare informatics system using trust-based access control for data access and situational awareness
Ahed Abugabah. The Journal of Supercomputing, 2026. Cites: paper

Day-4 antipseudomonal and anti-MRSA de-escalation was not associated with higher mortality in critically ill patients with sepsis
Yuhang Zhang, Guoying Liao, 宋建利 et al. Frontiers in Medicine, 2026. Cites: paper

Development and External Validation of a Dynamic Landmark Model for Predicting Short-term Hypoglycemia Risk in Older Patients with Sepsis in the ICU
Dongpeng Li, Pengfei Shui, Binyu Zhao et al. Research Square, 2026. Cites: paper

Development and external validation of a prediction model for acute kidney injury after coronary artery bypass grafting
Jiayu Nie, Tianwei Xu, Rui Wang et al. Research Square, 2026. Cites: paper

Development and Validation of an Interpretable Machine Learning Model for Predicting In-Hospital Mortality in Diabetic Patients with Sepsis-Associated Acute Kidney Injury
Yanni Wang, Hongjie Shen, Shengze Wu et al. Journal of Intensive Care Medicine, 2026. Cites: dataset

Explainable machine learning for clinical phenotyping and mortality prediction in critically ill patients with cancer
Yuanyuan Zhang, Haiqing Wang. Research Square, 2026. Cites: paper

Exposing and addressing the clinical safety gap in ESI-free emergency department triage: Imbalance-aware, interpretable deep learning
Jin Woo Jung, Sami Souihi, Matthieu Heidet et al. International Journal of Medical Informatics, 2026. Cites: paper

MultiCardioNet: A Multimodal Deep Learning Model for Early Cardiovascular Deterioration Prediction in ICU Patients
Bassem Jandoubi, Moulay A. Akhloufi. Bioengineering, 2026. Cites: paper

Blood Pressure Response Index and Short-Term Mortality in Critically Ill Acute Myocardial Infarction: A Multicenter Retrospective Study with Interpretable Machine Learning
Shen Cai-yu, Chaofan Ding, Lin Xiong et al. Research Square, 2026. Cites: paper

Clinical temporal relation extraction with long-context transformers: a robustness study on MIMIC-III and MIMIC-IV
Swetha V Padmavathi Polisetty, Deepthi Godavarthi. Frontiers in Digital Health, 2026. Cites: paper

Exploring Sex Differences in Cardiac ICU Admission and Length of Stay Using Multiple Correspondence Analysis
Shivangi Shrimali, Beverly D. Lyn‐Cook, Dong Wang et al. Informatics, 2026. Cites: paper

Machine Learning on the Pediatric Intensive Care (PIC) Database: PIC-Powered Prediction
Hammad A. Ganatra, Daniah Shamim, Shawn Sood et al. Bioengineering, 2026. Cites: paper

Nonlinear association between stress hyperglycemia ratio and short-term and long-term mortality in sepsis patients with atrial fibrillation: a cohort study
Xiaomin Liang, Ying Li, Shuiqing Gui. Frontiers in Endocrinology, 2026. Cites: paper

Non‐Linear Threshold Effect of Dynamic Estimated Plasma Volume Status on Revealing In‐Hospital Mortality Risk in Sepsis
Zhi‐An Si, Sheng‐Bing Xia, Yang Zou et al. The Kaohsiung Journal of Medical Sciences, 2026. Cites: paper

Artificial intelligence–enabled electrocardiography for assessment of left ventricular systolic dysfunction in the era of foundation models
Andreas Bollmann, Victoria Pradler, Daniela Husser et al. Frontiers in Cardiovascular Medicine, 2026. Cites: paper

Blood urea nitrogen to serum albumin ratio (BAR) predicts mortality in septic cardiomyopathy: A retrospective cohort study with external validation
Bing Feng, Zhen Su, Bing Chen. Respiratory Medicine, 2026. Cites: paper

Construction and external validation of an early warning model for piperacillin/tazobactam-associated hypokalemia in critically ill patients
Yuan-min Wang, Fukun Zhao, Cang-Hong Ouyang et al. Frontiers in Pharmacology, 2026. Cites: paper

Deep learning-based in-hospital mortality prediction using long-term sequential data in ICU patients: a multi-center validation study
Zihao Yan, Xueyu Wang, Xinran Xu et al. PeerJ, 2026. Cites: paper

Development and Cross-Database Evaluation of 6-Hour Landmark Prediction Models for a Subsequent Packed Red Blood Cell Transfusion Record in Adult Trauma ICU Patients
Gong Zhang, Cui Yang, Shirong Jiang et al. Research Square, 2026. Cites: dataset, paper

ICU Open-Access Databases for Artificial Intelligence in Sepsis: Balancing Innovation With Data Quality Challenges
Joanne Jegou, Ioana Manolescu, Stéphane Ruckly et al. Critical Care Medicine, 2026. Cites: paper

Multivariate regression model and clinical scoring systems for predicting mortality at ICU admission in patients with ischemic stroke
Petr A. Polyakov, Берикашвили Леван Бондоевич, Mikhail Ya. Yadgarov et al. Russian Journal of Anesthesiology and Reanimatology, 2026. Cites: paper

Twist Family BHLH Transcription Factor 1 orchestrates hypoxia-lactate crosstalk to bridge glycolytic flux and tubular maladaptation in fibrotic kidneys
Zhixiang Yu, Yuzhan Zhang, Bai Xiao et al. Molecular Biomedicine, 2026. Cites: paper

Using explainable machine learning for early detection of diabetic kidney disease in Rwandan diabetic patients
Silas Majyambere, Tony Lindgren, Célestin Twizere et al. BMC Medical Informatics and Decision Making, 2026. Cites: paper

Geometry-guided unimodal-to-multimodal composition for incomplete and asynchronous clinical information fusion
JaeSeong Hong, Mingyu Kim, Yu Rang Park. Information Fusion, 2026. Cites: paper

medicalcoder: a unified and longitudinally aware framework for International Classification of Diseases code-based comorbidity assessment in R
Peter E. DeWitt, Seth Russell, James Aaron Feinstein et al. JAMIA Open, 2026. Cites: dataset, paper

An evolutionary phase-aware framework for discovering and optimizing high-impact agents in dynamic systems
Keshab Chandra Nath. Knowledge-Based Systems, 2026. Cites: paper

Association between albumin-corrected anion gap and in-hospital mortality in patients with traumatic lung injury: A multicenter retrospective cohort study and the development of machine learning-based prediction models
Hong Yan Wang, Fanghao Liu, Dong Wu et al. Journal of Investigative Medicine, 2026. Cites: paper

Association between oxygen saturation ranges and mortality among mechanically ventilated sepsis-associated ARDS patients: a multicenter retrospective cohort analysis
李柏钧, Yu Meng, Xiang Pei et al. Frontiers in Medicine, 2026. Cites: paper

Predicting Recurring Treatment Events Within Multiple Future Time Windows
Michal Weisman Raymond, Yuval Shahar M. D. Big Data and Cognitive Computing, 2026. Cites: paper

Quality-aware multi-source data fusion and enhancement for Medical Concept Normalization using Large Language Models
Yuhan Zhou, Ruochi Li, Ana D. Cleveland et al. Journal of Biomedical Informatics, 2026. Cites: paper

Association between early ICU fever burden and 28-day mortality in patients with acute ischemic stroke: a retrospective cohort study based on the MIMIC-IV database
Caifeng Ma, Xin Zheng, Shuo Tang et al. Frontiers in Neurology, 2026. Cites: paper

Clinical Laboratory Terminology Standardization for Semantic Interoperability Using a Large Language Model–Based Agent: Methodological Study
Lijuan Wu, Jinxin Huang, Hongnian Wang et al. Journal of Medical Internet Research, 2026. Cites: paper

Equation Disagreement as a Zero-Cost Uncertainty Signal for LDL-C Classification: An Interpretable Regime-Aware Calibration Model Rescues Misclassification at Treatment Thresholds
Ronald Doku, Nana Yaw A. Osafo, John Kwagyan et al. The Journal of Applied Laboratory Medicine, 2026. Cites: paper

Coefficient of variation of platelet count as a prognostic Indicator for intracerebral hemorrhage: findings from a multicenter cohort
Tao Ge, Mengmeng Qiu, Taotao Shi et al. Frontiers in Neurology, 2026. Cites: paper

Early physiologic trajectory classes show concordant mortality associations among critically ill adults with operational stage 4 cardiovascular–kidney–metabolic syndrome
Yan Xu, Siming Xie, Wei Chen et al. Research Square, 2026. Cites: paper

Early serum creatinine trajectory phenotypes during the first 72 h after ICU admission and 1-year mortality in PCI-treated acute myocardial infarction: a retrospective cohort study
Hasan Burak İşleyen, Sevil Tuğrul Yavuz, S. Bulut et al. Renal Replacement Therapy, 2026. Cites: paper

Optimization of glucocorticoid administration in patients with sepsis using reinforcement learning: a multicenter retrospective study
Y F Zhang, Lei Liang, Xinxin Zhang et al. Frontiers in Cellular and Infection Microbiology, 2026. Cites: dataset

Sequential vancomycin trough and dosing interval prediction in ICU patients using general purpose large language models: a head-to-head comparison of ChatGPT and GROK AI
Azfar Athar Ishaqui, Tauqeer Hussain Mallhi, Emad Ali Alsaleh et al. Expert Review of Anti-infective Therapy, 2026. Cites: paper

A perspective on foundation models in intensive care medicine
Carl Harris, Samuel Schmidgall, Sampath Rapuri et al. Artificial Intelligence in Medicine, 2026. Cites: paper

Association between early plasma cortisol levels and all-cause in-hospital mortality in patients with sepsis: a multicenter retrospective study
Renli Wang, Xujun Hu, Zhaojun Xu et al. International Journal of Medical Informatics, 2026. Cites: paper

Association of blood urea nitrogen to albumin ratio with short-term mortality in critically ill patients with urosepsis
Miao Liu, Xinan Jiang, Chou Yin et al. Frontiers in Medicine, 2026. Cites: paper

From predictive signal to deployable value: EHR measurement-process features in ICU AKI prediction
Jing Zou, Haozengran Wang, Zile Xin et al. International Journal of Medical Informatics, 2026. Cites: paper

HRV-anchored autonomic-morphological structured factorization for interpretable multimodal cardiovascular risk prediction
Jiantao Xu, Dexing Zhou, Jianbo Xu et al. Computers in Biology and Medicine, 2026. Cites: paper

Predicting Positive Blood Cultures Early in Hospitalization Using Time Locked Electronic Health Record Data
Radu C. Grovu, Hala Soomro, Nathan Gelinas et al. Research Square, 2026. Cites: dataset, paper

Temporally Entangled Documents: Multimodal AI for ICU Records Under Label Ambiguity
Liam Butler. ACM Symposium on Document Engineering (DocEng), 2026. Cites: paper

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