Publications citing MIMIC-IV v3.1

Ensemble multi-objective hyperparameter optimization for the classification of imbalanced heart disease data
Maryam Moradpour, Zully Ritter, Anne-Christin Hauschild. Expert Systems with Applications, 2025. Cites: paper

Prolonged elevated heart rate and 28-day mortality in acute exacerbations of chronic obstructive pulmonary disease patients insights from the MIMIC-IV database
Xiangtian Liu, Rentong Zou, Yuxiang Zhai et al. Scientific Reports, 2025. Cites: paper

Scalable medication extraction and discontinuation identification from electronic health records using large language models
Chong Shao, Douglas Snyder, Chiran Li et al. Journal of Clinical Epidemiology, 2025. Cites: paper

Triglyceride-glucose index and postoperative delirium: a retrospective study exploring a lipid-related marker in neuropsychiatric risk stratification after gastric surgery
Fengwei Yao, Lei Liu, Xiaolan Chen et al. Lipids in Health and Disease, 2025. Cites: paper

Determining optimal strategies for personalized atrial fibrillation treatment in intensive care unit patients using a deep learning-based causal inference approach: rhythm and/or rate control
Min Woo Kang, Shin Young Ahn, Yoonjin Kang. Journal of the American Medical Informatics Association, 2025. Cites: paper

Exploring Membership Inference Vulnerabilities in Clinical Large Language Models
Alexander Nemecek, Zebin Yun, Zahra Rahmani et al. IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA), 2025. Cites: paper

Graph-LLM for EHRs: Combining Temporal Graph Representations and LLM-Based Note Imputation for Clinical Predictions
Michael Liu, Qi Long, Inyoung Choi. IEEE ... International Conference on Data Mining workshops, 2025. Cites: paper

Machine learning for personalized antimicrobial susceptibility breakpoints
Yinzheng Zhong, William W. Hope, Iain Edward Buchan et al. Journal of Antimicrobial Chemotherapy, 2025. Cites: paper

Privacy-First Triage Classification with Open-Weight LLMs: A Chain-of-Thought Distillation Approach
Zeyuan Zhao, Yexiao He, Ang Li. IEEE ... International Conference on Data Mining workshops, 2025. Cites: paper

Multimodal Electronic Health Record Foundation Models with Electrocardiogram for Cardiovascular Disease Prediction
Junmo Kim, Y.-J. Kim, Kwangsoo Kim. medRxiv, 2025. Cites: paper

Automating Epidemiology Report Generation from the MIMIC-IV Clinical Database using SNOMED CT and SQL
Houcemeddine Turki, Naveed Aman Pasha, Abdullah Altammami et al. Research Square, 2025. Cites: paper

Unsupervised clustering based on a graph attention network reveals high-risk subgroups among ICU dementia patients for enhanced mortality prediction
Chuanxiong Li, Lei Zhang, Xiaoyu Zhang et al. European journal of medical research, 2025. Cites: paper

Evaluating Differentially Private Generation of Domain-Specific Text
Yidan Sun, Viktor Schlegel, Srinivasan Kolumam Nandakumar et al. ACM International Conference on Information and Knowledge Management (CIKM), 2025. Cites: paper

Multimodal Banking Dataset: Understanding Client Needs through Event Sequences
Dzhambulat Mollaev, Ivan Kireev, Mikhail Yu. Orlov et al. ACM International Conference on Information and Knowledge Management (CIKM), 2025. Cites: paper

Multi-Ontology Integration with Dual-Axis Propagation for Medical Concept Representation
Mohsen Nayebi Kerdabadi, Arya Hadizadeh Moghaddam, Dongjie Wang et al. ACM International Conference on Information and Knowledge Management (CIKM), 2025. Cites: paper

ProtoEHR: Hierarchical Prototype Learning for EHR-based Healthcare Predictions
Zi Cai, Yu Liu, Zhiyao Luo et al. ACM International Conference on Information and Knowledge Management (CIKM), 2025. Cites: paper

Contribution of albumin-corrected anion gap and associated biomarkers to the mortality of patients with congestive heart failure: a retrospective cohort study
Mingyou Gao, Qi Li, Jin Bian et al. BMC Cardiovascular Disorders, 2025. Cites: paper

Differential prognostic value of glycemic dysregulation markers in critically ill individuals with ischemic stroke, with and without diabetes
Jing Chun Feng, Chang He, Jianheng Gu et al. Diabetology & Metabolic Syndrome, 2025. Cites: paper

Glycemic variability and postoperative mortality following cardiac surgery: evidence from a real-world ICU cohort
Fengwei Yao, Fan Yang, Xiaolan Chen et al. BMC Cardiovascular Disorders, 2025. Cites: paper

A large language model for delirium prediction in the intensive care unit using structured electronic health records
Miguel Contreras, Sumit Kapoor, Jiaqing Zhang et al. Scientific Reports, 2025. Cites: paper

General Ondansetron Exposure and ICU Outcomes: A Comprehensive Analysis of 85,229 Critically Ill Adults Using the Medical Information Mart for Intensive Care IV (MIMIC-IV)
Rohan Muchintala, Shabaaz M Baig. Cureus, 2025. Cites: paper

LLM-DQR: Large language model-based automated generation of data quality rules for electronic health records
Shuyang Xie, Hailing Cai, Yaoqian Sun et al. Journal of Biomedical Informatics, 2025. Cites: paper

Novel Adaptive Temporal Graph Learning Framework with Embeddings and Attention Mechanisms for Enhanced Predictive Accuracy
Tina Babu, Rekha R. Nair, Balamurugan Balusami et al. Lecture notes in networks and systems, 2025. Cites: paper

Association between stress hyperglycemia ratio and post-stroke delirium in critically ill patients with ischemic stroke: an MIMIC-IV database analysis
Junhui Zou, Chong Fan, Lu Geng et al. European journal of medical research, 2025. Cites: paper

Benchmarking Large Language Models for MIMIC-IV Clinical Note Summarization
Amin Naemi, Ali Sahafi. Journal of Healthcare Informatics Research, 2025. Cites: paper

Enforcing Fundamental Relations via Adversarial Attacks on Input Parameter Correlations
Lucie Flek, Philipp Alexander Jung, Akbar Karimi et al. Computing and Software for Big Science, 2025. Cites: dataset, paper

Stress hyperglycemia ratio modulates the impact of organ dysfunction on mortality risk in critically ill patients with atrial fibrillation: insights from the MIMIC-IV database
Huijun Jin, Xuefeng Xu, Bo Zhu et al. Cardiovascular Diabetology, 2025. Cites: paper

High-fidelity measurement of pulse arrival time in critically ill children using standard bedside monitoring equipment
Ian Ruffolo, Asad Ali Siddiqui, Binh Nguyen et al. Physiological Measurement, 2025. Cites: paper

Optimal blood glucose targets for critically ill patients with sepsis in the intensive care unit
Gousia Habib Rather, Kevin Soon Hwee Teo, Willem van den Boom et al. medRxiv, 2025. Cites: paper

Predictive Modeling of Anesthesia Types and Their Associations with Clinical Outcomes Using the MIMIC-IV Database
Goli Asgari, Ata Amini, Pooya Vahedi et al. Journal of Cellular & Molecular Anesthesia, 2025. Cites: paper

Temporally annotated textual time series from PubMed Open Access clinical case reports
Shahriar Noroozizadeh, Sayantan Kumar, George H. Chen et al. medRxiv, 2025. Cites: paper

CLEAR-LOS: Transparent ICU Length of Stay Prediction
Diba Das, Scott D. Adams, Dean M. Corva et al. IEEE Conference on Engineering Informatics (ICEI), 2025. Cites: paper

MedESM: Improving Clinical Note Readability with a Lightweight Structured Summarization Language Model
Eduardo Dias, Andre Luiz Pilastri, Artur R Ferreira et al. IEEE International Conference on Tools with Artificial Intelligence (ICTAI), 2025. Cites: paper

Pre–arrest oral anticoagulants’ impact on cardiac arrest mortality: MIMIC–IV cohort retrospect
Xianli Nie, Li He, Xiangde Zheng. Frontiers in Cardiovascular Medicine, 2025. Cites: dataset, paper

The Impact of Protected Variable Integration in Multimodal Pretraining: A Case Study on ECG Waveforms and ECG Notes Pretraining
Zhale Nowroozilarki, Sicong Huang, Sadeer G Al-Kindi et al. Wearable and Implantable Body Sensor Networks, 2025. Cites: paper

AI-Augmented Medical Education: Transforming ICU Mortality * Length of Stay Prediction
Ameya Kokate, Twinkle Paraye, Sushanth S. Manakhari et al. IEEE Frontiers in Education Conference (FIE), 2025. Cites: paper

Pseudo-Relevance Feedback with Deep Learning for Automated ICD-10 Coding
Kitti Akkhawatthanakun, Lalita Narupiyakul, Konlakorn Wongpatikaseree et al. International Joint Conference on Computer Science and Software Engineering, 2025. Cites: paper

Staffable ICU early-warning with calibrated multi-centre validation and alert-budget guardrails
Sanwal Ahmad Zafar, Wei Qin, Toufique Ahmed Soomro et al. medRxiv, 2025. Cites: dataset, paper

Using Relative Risk Rankings to Understand Information Differences in Multimodal Prediction Models
Chanhwi Kim, Wonjin Yoon, Hoonick Lee et al. medRxiv, 2025. Cites: paper

Association between the stress hyperglycemia ratio and multiple organ dysfunction syndrome incidence in trauma patients: a retrospective cohort study
Han Li, Jinyu Peng, Zhi Mao et al. Injury, 2025. Cites: paper

Early lactate trajectories predict mortality in sepsis-associated acute lung injury: A retrospective cohort study
Yaoxian Wang, Guoming Chen, Mei Han et al. Respiratory Medicine, 2025. Cites: paper

Non-linear relationship between ionised calcium and 28-day mortality in patients with sepsis: a retrospective cohort study from MIMIC-IV database
Zhanyao Liang, Congqi Hu, Yuanshen Zhou et al. BMJ Open, 2025. Cites: paper

Prognostic value of the pan-immune-inflammation value for mortality in sepsis-induced coagulopathy: a Medical Information Mart for Intensive Care study
Jian-Yue Yang, Lili Li, Su-Zhen Fu. Research and Practice in Thrombosis and Haemostasis, 2025. Cites: paper

The use of large data sets in clinical research: Don't throw the baby out with the bathwater
Andrea P. Marshall. Australian Critical Care, 2025. Cites: paper

Antibiotic-driven and microbiota-targeted therapy for advanced management of pulmonary hypertension
Yue Xing, Chunli Liu, Chenting Zhang et al. Respiratory Research, 2025. Cites: paper

Application of generative artificial intelligence to utilize unstructured clinical data for acceleration of inflammatory bowel disease research
Alexandre Zacharie Kadhim, Zachary Green, Iman Nazari et al. Med, 2025. Cites: paper

Association between vasoactive drug use and 28-day in-hospital mortality in patients with septic shock in the intensive care unit: A retrospective study based on the MIMIC-IV database
Qiangqiang Zhang, Yanbing Shen, Zehao Liu et al. Medicine, 2025. Cites: paper

An integrated approach for rare disease detection and classification in Spanish pediatric medical reports
Andrés Duque, Lourdes Araujo, Juan Martínez-Romo et al. Scientific Reports, 2025. Cites: paper

Federated Learning in Public Health: A Systematic Review of Decentralized, Equitable, and Secure Disease Prevention Approaches
Sayed Tariq Shah, Zulfiqar Ali, Muhammad Waqar et al. Healthcare, 2025. Cites: paper

Artificial Intelligence in Surgery Revisited: A 2025 Update on Machine Learning for Predicting Complications and Outcomes
David Limon, Varsha Satish, Niruktha Raghavan et al. The American Surgeon, 2025. Cites: paper

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