Publications citing MIMIC-IV v3.1

MLP-CKD: a clinically informed deep learning framework for admission laboratory-based screening and risk stratification of uremia-associated advanced renal dysfunction
Xueliang Chen, Hao Yang, Huang Yunxia et al. Frontiers in Public Health, 2026. Cites: paper

Racial/Ethnic Disparities in Severity Scoring Systems for Sepsis Patients in Intensive Care Units in the USA: Insights from MIMIC-III, MIMIC-IV and eICU Databases
Peili Liu, Xiaoqi Li, Yanyan Zhao. Journal of Racial and Ethnic Health Disparities, 2026. Cites: dataset

Atherosclerotic Cardiovascular Disease Burden and Mortality in Hospitalized Patients with Inflammatory Bowel Disease: A Dose–Response Analysis from the MIMIC-IV Database
Kuang‐Te Wang, Min‐I Su, Chuan-Lei Chao et al. Research Square, 2026. Cites: paper

HeLP-BAG score: a novel data-driven scoring system for predicting post-operative 30-day mortality using 24-hour preoperative data
Hyun Sik Kim, Hyo Seop Shin, Jinhyong Goh et al. BMC Anesthesiology, 2026. Cites: dataset, paper

Machine learning–based prediction of 30-day mortality in critically ill patients with rheumatoid arthritis
Jianwen Liu, Shuyao Pan, Haiping Xie et al. Clinical Rheumatology, 2026. Cites: paper

Dynamic lactate trajectories within 48 hours of ICU admission predict mortality in severe pneumonia: a retrospective cohort study with external validation
Rui Wang, A D Zhang, D Chen et al. Research Square, 2026. Cites: paper

Association between platelet to white blood cell ratio and 28-day mortality in intensive care unit patients with Sepsis: A multicentre validation study using the eICU collaborative research database
Jixiu Fan, Jifang Liang, 武淑兰 et al. Thrombosis Research, 2026. Cites: paper

A locally deployable agentic framework for clinical data deidentification
Anja Hirsch, Foo Wei Ten, Kyle Steven Krueger et al. medRxiv, 2026. Cites: dataset

Postherpetic neuralgia risk prediction in hospitalised patients with herpes zoster based on MIMIC-IV
Fei Tang, Fukun Zhao, Yong Jiang et al. Medicine, 2026. Cites: paper

Risk analysis of the association between lactate-to-hematocrit ratio and poor prognosis in critical patients with cirrhosis
Yuehua Chen, Yihuai He, Yuehua Chen et al. Medicine, 2026. Cites: paper

Stacking machine learning model for risk stratification of acute respiratory distress syndrome after traumatic brain injury: a multicenter retrospective study
Yixi Wang, Xuanle Zhu, Wenzhe Li et al. Brain Injury, 2026. Cites: paper

Association of leuko-glycemic index with mortality in ICU patients with Acute kidney injury: A retrospective multicenter cohort study
Xuejin Ye, Sheng Chen, Lin Guo et al. PLoS ONE, 2026. Cites: paper

Modeling Early Oxygenation Trajectory in PARDS From High-Frequency Mechanical Ventilation Signals Using Deep Sequence Architectures
Wenting Liu, Joseph G. Kohne, Emily M. Wittrup et al. IEEE Transactions on Biomedical Engineering, 2026. Cites: paper

Phosphate-to-albumin ratio and 30-day mortality in critically ill acute pancreatitis: multicenter development and external validation of an interpretable machine learning model
Tien Manh Huynh, T N P Nguyen, Phuc-loi Luu et al. International Journal of Surgery, 2026. Cites: paper

Survival benefit analysis of beta-blockers in patients with sepsis-induced TnT-positive myocardial injury across different clinical subtypes of sepsis: A retrospective study based on the MIMIC-IV database
Wen Guo, Long Ma, Yi Wang (32470) et al. European Journal of Pharmacology, 2026. Cites: paper

Development and Interpretability Analysis of a Stacking Ensemble Model for Early Prediction of Nutritional Risk in Intensive Care Unit Patients: Retrospective Cohort Study
Xu Zhang (49484), An Fang, Pei Lou et al. JMIR Medical Informatics, 2026. Cites: paper

Predicting Delayed Hemodynamic Deterioration in Initially Stable NSTEMI Patients: Development, Calibration, and Cross-Database Transportability of a Machine Learning Model (Preprint)
Ramazan Sami Aktaş, Mehmet Şirin Büyükkaya, Veysel Eskin et al. 2026. Cites: paper

A Systematic Review of AI for Pulmonary Hypertension Detection: Performance, Gaps, and the Critical Need for Federated Learning
Angsar Taigonyrov, Hari Mohan Rai, P. K. Jamwal et al. Archives of Computational Methods in Engineering, 2026. Cites: dataset, paper

Machine learning prediction of sepsis in paralytic ileus using interpretable clinical models
Q. Y. Song, Xuanlin Wu, Fatemeh Taheri et al. Frontiers in Cellular and Infection Microbiology, 2026. Cites: paper

The prognostic value of the early neutrophil-to-lymphocyte ratio for 28-day mortality in sepsis patients: A machine learning-based investigation of the MIMIC database
Jiyang Liao, Qianwen Xiang, Xingwang Chen et al. PLoS ONE, 2026. Cites: paper

A Deep Reinforcement Learning Framework based on Frequent Temporal Patterns as States for Optimal Therapy: Assessment in the Hypokalemia domain
Kfir Sofer, Yuval Shahar M. D. IEEE International Conference on Healthcare Informatics (ICHI), 2026. Cites: paper

An Explainable AI Framework for Digital Intake and Pre-Visit Workflow Optimization in Interoperable EHR Ecosystems
Hemanth Lella. Technology and Innovation Conference (TIC), 2026. Cites: paper

Association between pan-immune-inflammation value and clinical outcomes in critically ill patients with hyperlipidemia: An observational study
Xiao-Ying Huang, Xiang Zheng. PLoS ONE, 2026. Cites: paper

Association between renal replacement therapy and in-hospital mortality in patients with severe acute kidney injury: a retrospective cohort study based on MIMIC-IV database
Guanyuan Tian, Zhibin Lin, Zhanmao Chen et al. BMC Urology, 2026. Cites: paper

Association of 3‐Day Postoperative Blood Glucose Variability With All‐Cause Mortality in ICU Patients After Surgical Repair of Acute Type A Aortic Dissection: A Retrospective Cohort Study Using the MIMIC‐IV Database
Tianyi Gu, Yingying Zhang, G D Li et al. Clinical Cardiology, 2026. Cites: paper

Association of Body Mass Index With Mortality and Clinical Outcomes in Patients With Nonalcoholic Fatty Liver Disease: A Medical Information Mart for Intensive Care IV (MIMIC-IV) Cohort Study
Miracle C Chukwuma, Abidemi O. Akinrinmade, Dhakshayani G Nath et al. Cureus, 2026. Cites: paper

A survey on medical multimodal retrieval-augmented generation (RAG)
Ruipeng Wang, Jian Wang, Yan Huang et al. High-Confidence Computing, 2026. Cites: paper

Automated Auditing of Hospital Discharge Summaries for Care Transitions
Akshat Dasula, Prasanna Desikan, Jaideep Srivastava. IEEE International Conference on Healthcare Informatics (ICHI), 2026. Cites: paper

Between Aspiration and Reality – Datasets for Network Security in Healthcare
Jordi Doménech Fons, Michael Pilgermann, Josep Pegueroles. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2026. Cites: paper

BRAG: Bayesian Retrieval-Augmented Generation; A Methodological Framework for Evidence-Governed Decision Support
Lebede Ngartera, Saralees Nadarajah, koïna Rodoumta et al. Machine Learning and Knowledge Extraction, 2026. Cites: paper

CHGRec: causal heterogeneous graph-enhanced medication recommendation with personalized refinement
Guangyao Wan, Anting Gao, Kai Che et al. International Journal of Data Science and Analytics, 2026. Cites: paper

Deep Learning for Early Disease Detection: A Multimodal Approach to Diagnostic Accuracy in Medical Imaging
NEHA V. VYAS, Kiran Velukuri, Nityal Kumar Alagingi et al. IEEE Global Symposium on Emerging and Communication Technologies (GSEACT), 2026. Cites: paper

Enhancing ICD Code Assignment Accuracy Using a Fine-Tuned Llama-3.1 Model with Chain-of-Thought Reasoning
Yichen Wang, Shuteng Niu, Yiming Wang et al. IEEE International Conference on Healthcare Informatics (ICHI), 2026. Cites: paper

Expansão Adaptativa de Vocabulário Clínico com LLMs Biomédicos em Registros Eletrônicos de Saúde
Nadine Anderle, Dalvan Griebler. 2026. Cites: paper

Explainable Complication Status Prediction After Tracheostomy Procedure
Charithea Stylianides, E. Toulkeridou, P. Kosmidou et al. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2026. Cites: paper

Fine-Tuning BERT with Privacy-Preserving LLM-Labeled Synthetic Training Data: An Application to Valley Fever Symptom Extraction
Amimul Ehsan Zoha, Gondy Leroy A, John N. Galgiani et al. IEEE International Conference on Healthcare Informatics (ICHI), 2026. Cites: paper

HGDC-Fuse: Clinical Multi-modal Fusion with Heterogeneous Graph and Disease Correlation Learning for Multi-Disease Prediction
Yueheng Jiang, Peng Zhang. International Joint Conference on Neural Networks (IJCNN), 2026. Cites: paper

Hypergraph Core Attention Network for Irregular Multivariate Time Series Forecasting
Jo Masuda, Yuma Dose, Takahiro Hara. International Joint Conference on Neural Networks (IJCNN), 2026. Cites: paper

Interpretable Machine Learning for Early Sepsis Prediction
Charithea Stylianides, Andria Nicolaou, Anna Vavlitou et al. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2026. Cites: paper

Performance of Local Large Language Models for Adjudicating Heart Failure Hospitalizations
Rahul Aggarwal, Andrew S. Oseran, Arjun Kumar Manrai et al. Circulation, 2026. Cites: paper

Predicting ICU in-hospital mortality from text-encoded structured EHR data using adaptive transformer layer fusion
Han Wang (254423), Guoguang Lao, Ruoyun He et al. iScience, 2026. Cites: paper

Prediction of ICU length of stay, hospital discharge outcomes and discharge location among ICU-admitted patients diagnosed with viral hepatitis using machine learning: a retrospective cohort study of the MIMIC-IV database
Dimple Sushma Alluri, Felix M. Pabon‐Rodriguez. BMJ Open, 2026. Cites: paper

Rethinking Medical High-Modality Learning Under Missingness—A Long-Tailed Distribution Perspective
Chenwei Wu, Zitao Shuai, Liyue Shen. 2026. Cites: paper

SEPTRON: Predição de Sepse usando Transformer, Ontologia e Algoritmo Bioinspirado
Lourival G. da Silva Júnior, Ron Andrade, Joaquim Celestino Júnior. 2026. Cites: paper

SEUT: Semantic-Aware Multimodal Medical Data Transmission for Multi-Center Collaborative Diagnosis
Zi-Xuan Yuan, Chang‐Dong Wang, Pei-Yuan Lai et al. International Wireless Communications and Mobile Computing Conference (IWCMC), 2026. Cites: paper

Stigmatizing Language Detection in Opioid Use Disorder Patient-Directed Discharge Clinical Documentation: A Privacy-Preserving Analysis Using a Locally Deployed Large Language Model
Joseph A. Izzo, Adrienne M. McIntyre, Jacklyn Nguyen et al. medRxiv, 2026. Cites: paper

TabHealth: Towards a Self-Supervised Tabular Foundation Model for Smart Healthcare
Mattia Giovanni Campana, Giada Anastasi, Stefania Pieroni et al. IEEE International Conference on Smart Computing, 2026. Cites: paper

TD-Hyper: Time-Density Guided Hypergraph Learning for Clinical Irregular Multivariate Time Series
Guohui Ding, Zejun Zhang, Jinwei Wang. International Joint Conference on Neural Networks (IJCNN), 2026. Cites: paper

TEMPO-ED: A Temporally Aligned MIMIC-IV Emergency Department Pipeline for Multi-Outcome Prediction
Waqar Aziz Sulaiman, Μαρία Παπαϊωάννου, Nicoletta Prentza et al. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2026. Cites: paper

The first 24-h negative fluid balance is related to lower short-term mortality but higher AKI progression in critically ill heart failure: a retrospective cohort study
W.T. Liu, Qian Chen, Tucheng Huang et al. Therapeutic Advances in Cardiovascular Disease, 2026. Cites: paper

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