Publications citing MIMIC-IV v3.1

Sparse attention FT-transformer for early breast cancer prediction using structured clinical data
S. Geetha, S. Dhanabal, K. Prema. African Journal of Science Technology Innovation and Development, 2026. Cites: paper

Accelerating cardiovascular digital twin creation using precomputed virtual populations as Bayesian priors
Iris L. Shelly, Jon N. Peterson, Giulia Cornali et al. Frontiers in Physiology, 2026. Cites: dataset, paper

Association of carvedilol with mortality in critically ill patients with sepsis: a retrospective propensity score-matched cohort study
Hua Xie, Chaohao Guan, Xiao Xu et al. Frontiers in Pharmacology, 2026. Cites: paper

ECG-based Autonomic Profiles for Depression: Partial Reproduction, Nonlinear Extension, and Commentary
Inkyung Choi, Milena Čukić, Yulim Choi. Research Square, 2026. Cites: paper

From Sentiment to Signal: Narrative–Physiology Discordance as a Testable Target for Artificial Intelligence in Critical Care
Ignacio Martín‐Loeches, Hongliu Cai. Medical Sciences, 2026. Cites: paper

MedTriage-LM: Anatomically Grounded Visual Phenotype Synthesis for Interpretable ED Triage
Zhixiang Lu, Xiwei Liu, Jinfeng Wang et al. Lecture notes in computer science, 2026. Cites: paper

PathSepsisNet: a pathway-aware temporal graph attention network integrating inflammatory crosstalk dynamics for early prediction of multi-organ dysfunction in sepsis
Hilal Üstündağ, Songül Doğanay. Purinergic Signalling, 2026. Cites: paper

Association Between Hyperventilation-Associated Hypocapnia and In-Hospital Mortality in Spontaneous Intracerebral Hemorrhage: A Definition-Sensitivity Analysis from MIMIC-IV
陈小龙, Xibu Zhou, Haolin Liu et al. Research Square, 2026. Cites: paper

Association Between Stress Hyperglycemia Ratio and Mortality in Septic Shock: A Retrospective MIMIC-IV Cohort Study
Lei Wang, Yongpeng Su, Yonggang Yao. Research Square, 2026. Cites: paper

Development and external validation of prediction models for a trial-informed operational composite after stage 3 acute kidney injury
Chao-Dong Chen, Peng-Chao Tian, Xin Chen et al. Scientific Reports, 2026. Cites: paper

Outcome-grounded effect of clinically stigmatizing information on large language model emergency triage prioritization
Philip C. Jarrett, Peter Sangeyup Yun, Emmanuel C. Ohuabunwa et al. npj Digital Medicine, 2026. Cites: paper

Albumin-corrected anion gap–chloride index for Mortality risk in ICU-managed Gastrointestinal bleeding: a multicentre cohort analysis
Xingyi Yang, Xiuzhiye Ying, Guangzhi Ying et al. BMC Gastroenterology, 2026. Cites: paper

Development and External Validation of a Transparent Regression-Based In-Hospital Mortality Prediction Model for Critically Ill Patients With Liver Cancer Using MIMIC-IV and eICU-CRD
Dan Wang, Yaling Wang, Zhiang He et al. Research Square, 2026. Cites: paper

Early prediction of in-hospital acute brain injury following cardiac arrest using machine learning: development and external validation
Yanxiang Niu, Tao Xu, Jerome Fan et al. Frontiers in Neurology, 2026. Cites: paper

Statin use and 28-day survival in critically ill patients with non-acute myocardial infarction cardiogenic shock
Tonghui Cheng, Panji Wang, Jinxing Ren et al. Medicine, 2026. Cites: paper

Association Between Trajectories of Estimated Plasma Volume Status and All-Cause Mortality in Patients With Severe Liver Cirrhosis
Peng Yan, Renhui Deng, Laimin Luo. Clinical and Translational Gastroenterology, 2026. Cites: paper

Beyond static risk scores: dynamic world models simulating patient-specific trajectories to inform preoperative risk mitigation strategies
Jiawen Li, Xuchao Fang, Ping Yu et al. Frontiers in Medicine, 2026. Cites: paper

Cue-Based Narrative Defect Detection for Medical Record Quality Control: A Monte Carlo Simulation Study Comparing Cue Rules, TF-IDF Baselines and a Learned Classifier (Preprint)
Xiaoming Xu. 2026. Cites: paper

Dynamic Trajectories of Sepsis-Induced Coagulopathy and Machine Learning-Based Early Prediction of High-Risk Phenotypes: A Multicenter Cohort Study
Kangxing Wang, You Wu, Fang Wang et al. Research Square, 2026. Cites: paper

M3: Conversational LLMs simplify secure clinical data access, understanding, and analysis
Rafi Al Attrach, Pedro Moreira, Rajna Fani et al. PLOS Digital Health, 2026. Cites: paper

ProMem-agent: Procedural memory-augmented large language model agents for clinical trajectory reasoning
Qianying He, Xuan Liu, Jingquan Liu et al. International Journal of Medical Informatics, 2026. Cites: paper

Responsible AI for Acute Stroke Management
Joanna Lin, Mumu Aktar, Hakim Baazaoui et al. Stroke, 2026. Cites: paper

Vancomycin versus β-Lactam Antibiotics and Acute Kidney Injury in ICU Patients with Osteomyelitis: A Causal Forest Analysis of Heterogeneous Treatment Effects
Yuhang Jin, Zhipeng Fan, Xuesong Yan et al. Research Square, 2026. Cites: paper

Artificial intelligence-driven digital twins in Pharma 4.0: transforming smart manufacturing, predictive quality assurance, and personalized drug delivery
Chetana Krushna Belkare, Omkar Vishnu Daware. DARU Journal of Pharmaceutical Sciences, 2026. Cites: paper

Association of early chloride-bicarbonate joint phenotypes with in-hospital mortality among intensive care unit patients with sepsis: a dual-database study
Liang Wang, Zhihua Xu. Frontiers in Medicine, 2026. Cites: dataset, paper

Interpretable machine learning models using early dynamic clinical features to predict early hemodynamic stabilization after vasopressor initiation in patients with septic shock: development in MIMIC-IV and external validation in eICU
Shu-jiao Lu, Ze-kun Wei, Guo-chen Li et al. Frontiers in Medicine, 2026. Cites: paper

Large Language Model-derived Symptom Clusters and Patient Outcomes in Colorectal Cancer from MIMIC-IV Clinical Notes
Youran Lee, Ivo Dinov, Xiaosu Hu et al. medRxiv, 2026. Cites: paper

Serum uric acid variability and short-term mortality in chronic kidney disease: a retrospective cohort study with independent replication in MIMIC-IV
Fan Zhu, Wenyuan Gan, Wenli Chen et al. Frontiers in Nutrition, 2026. Cites: paper

The rate-volume trade-off in mechanically ventilated patients: Respiratory rate and 28-day mortality across two independent cohorts
Carolin Jung, Hans-Joerg Gillmann, Thomas Stueber. Respiratory Medicine, 2026. Cites: paper

Trends in Opioid Prescriptions Based on the Medical Information Mart for Intensive Care IV (MIMIC-IV) Database From 2008 to 2022
Zachary Negin, Kyra Cui, Amar Deep Gupta. Cureus, 2026. Cites: paper

Associations between serum lactate and renal dysfunction in diabetic kidney disease: An exploratory analysis integrating animal experiments, clinical cohorts, and bioinformatic approaches
Zongtao Li, Wenyu Zhang, Die Fang et al. PLoS ONE, 2026. Cites: paper

Clinical Outcomes of Respiratory Syncytial Virus Versus Influenza Pneumonia in Critically Ill Adults
Josef Yayan. Life, 2026. Cites: paper

Diagnostic performance of a specific local Turkish large language model in detecting alcohol use disorder across internal medicine practice: A 42-patient pilot study
İlker Boğa, Mete Tuğcan Üçdal. Journal of Dependence, 2026. Cites: paper

Digitalisierung und Künstliche Intelligenz in der Intensiv- und Notfallmedizin
Leo Benning, Markus Haar, Anna Haftenberger et al. Medizinische Klinik - Intensivmedizin und Notfallmedizin, 2026. Cites: paper

Digital Twins for Hospital and Healthcare Operations: A Systematic Review of Resource Allocation, Infection Control, and Workflow Optimization
Nesma Abd El-Mawla, Mohamed Shehata, Mostafa A. Elhosseini. Bioengineering, 2026. Cites: paper

Interpretable Machine Learning for In-Hospital Mortality Prediction in ICU Patients Using First-24-Hour Routine Vital Signs: A SHAP-Based MIMIC-IV Study
Abdul Karim, Jinwon Kim, In Cheol Jeong. Diagnostics, 2026. Cites: paper

LLM-CSER: Large language model-driven causal reasoning with synergistic experts for medication recommendation
Yan Kang, Xueqing Luo, Hanyuan Wang et al. Expert Systems with Applications, 2026. Cites: paper

Prediction Model for Intensive Care Unit Mortality in Patients with Spine Fracture: Can Machine Learning be Used to Improve Current Standards?
Maor Shir, Ariel Sacknovitz, Matthew Blakley et al. Neurocritical Care, 2026. Cites: paper

Privacy-aware adversarial defense with explainable AI for adversarial robustness in AI model
Bilal Sardar, Shareeful Islam, Stefano Silvestri et al. Journal of Reliable Intelligent Environments, 2026. Cites: paper

Relationship between remnant cholesterol and acute kidney injury in ICU patients: insights derived from MIMIC IV
Haowen Liang, Ying Wei. International Urology and Nephrology, 2026. Cites: paper

An Interpretable Machine Learning Framework for Predicting In-Hospital Mortality in Patients with Heart Failure and Concurrent Infection: Development Using MIMIC-IV and External Validation in eICU-CRD
Xinyue Zhang, Chengyun Liu, Xueke Guang et al. Research Square, 2026. Cites: paper

Entity-aware pathology workflow informatics: Structured evidence mapping and a reference architecture for governed orchestration
Ao Li, Peter Oloughlin, Lin Yue et al. Journal of Pathology Informatics, 2026. Cites: paper

Joint associations of serum phosphate and the hemoglobin glycation index with postoperative sepsis and mortality after cardiac surgery: a retrospective cohort study
Jiawei Gao, Kang Cai, Jinyuan Gu et al. Research Square, 2026. Cites: paper

Machine learning–driven prediction of in-hospital cardiac arrest among critically ill patients with traumatic spinal cord injury: a multicenter cohort study
Yixi Wang, Xinliang Peng, Wenzhe Li et al. Frontiers in Cardiovascular Medicine, 2026. Cites: paper

Structural Mapping for Recovering Missing Data Using the Aho-Corasick Algorithm
Ali Hussein Khalaf AL-Sammarraie, Mohaned Salem. Al-Noor Journal of Engineering Management and Computer Science, 2026. Cites: paper

Mixture-of-experts and gating mechanisms in multimodal biomedical learning: a routing-centric analysis
Ba-Duy Nguyen, Van-Dung Hoang, Hien D. Nguyen. Network Modeling Analysis in Health Informatics and Bioinformatics, 2026. Cites: paper

A reinforcement learning approach to synthetic data generation
Natalia Espinosa Dice, Nicholas J. Jackson, Chao Yan et al. Journal of Biomedical Informatics, 2026. Cites: paper

Early recognition of sepsis-associated acute kidney injury based on BioBERT-BPNN multimodal clinical data analysis
Yufeng Chen, Hongyang Bian, Yuye Li. PLoS ONE, 2026. Cites: paper

Identification of potential key genes involved in iron deficiency for sepsis
Zehong Wu, Zhangqing Yi, Hanyi Yao et al. Medicine, 2026. Cites: paper

Prophylactic heparin and mortality in patients with acute respiratory failure in the ICU
Saichan Xu, Wenchao Mao, Changqin Chen et al. Medicine, 2026. Cites: paper

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