Publications citing MIMIC-IV v3.1

Pandemic-Potential Viruses are a Blind Spot for Frontier Open-Source LLMs
Laura Luebbert, Yasha Ektefaie, Arya S. Rao et al. medRxiv, 2025. Cites: paper

Red blood cell to platelet ratio and its trajectory as prognostic factors for patients with gastrointestinal tract perforation and abdominal sepsis
Jie V. Zhao, Junkun Zhang, Jixiu Fan et al. PLoS ONE, 2025. Cites: paper

Relationship of endothelial activation and stress index on concurrent acute kidney injury in patients with heart failure during intensive care unit: a competing risk model analysis
Jeong Jin Yu, Chao-jian Yang, Jie-feng Yang et al. BMC Cardiovascular Disorders, 2025. Cites: paper

The Application of Multimodal Data Fusion Algorithm MULTINet in Postoperative Risk Assessment of TAVR
Wei He, Jiawei Luo, Xiaoyan Yang. Journal of Clinical Medicine, 2025. Cites: paper

Generative AI for Medical Digital Twin Using RAG: A Clinical Decision Support Approach
Mayur H. Doshi, Devjeet Haldar, Rajnish Kumar et al. International Conference on Artificial Intelligence for Innovations in Healthcare Industries (ICAIIHI), 2025. Cites: paper

Automated Clinical Coding with Multiclass ICD Prediction
Supriya Khadka, Xiaorui Jiang, Vasile Palade. International Conference on Machine Learning and Applications, 2025. Cites: paper

Early arterial lactate trajectories and mortality risk in critically ill heart failure: a two-cohort trajectory analysis
Pengfei Wang, Chengjian Guan, Qian Chen et al. Scientific Reports, 2025. Cites: paper

Simultaneous assessment of stress hyperglycemia ratio and glucose variability to predict all-cause mortality in sepsis patients across different glucose metabolic states: an observational cohort study with interpretable machine learning approach – Correspondence
Chaochao Yang, Qiaoning Yue. International Journal of Surgery, 2025. Cites: paper

Unsupervised Characterization of Temporal Dataset Shifts as an Early Indicator of AI Performance Variations: Evaluation Study Using the Medical Information Mart for Intensive Care-IV Dataset
David Fernández-Narro, Pablo Ferri, Alba Gutiérrez‐Sacristán et al. JMIR Medical Informatics, 2025. Cites: paper

A Self-Adaptive Mixup-Augmented Selective Prediction Framework: A Case Study on In-Hospital Mortality Prediction
Kaidi Gong, Yuan Xu, Xiaolei Xie. IEEE Journal of Biomedical and Health Informatics, 2025. Cites: paper

Association of the ROX index with mortality in sepsis patients: a retrospective study
Jiali Wu, Jing Zhao, Xiaojing Ji et al. Frontiers in Medicine, 2025. Cites: dataset

Benchmarking foundation models and parameter-efficient fine-tuning for prognosis prediction in medical imaging
Filippo Ruffini, Elena Mulero Ayllón, Linlin Shen et al. Computer Methods and Programs in Biomedicine, 2025. Cites: paper

Development and validation of interpretable machine learning models to predict intensive care unit outcomes in patients on hemodialysis: a multicenter study
Minjie Chen, Pengan Li, Yuanwen Xu et al. BMC Medical Informatics and Decision Making, 2025. Cites: paper

EventBox: A Novel Visual Encoding for Interactive Analysis of Temporal and Multivariate Attributes in Event Sequences
Luis Montana, Jessica Magallanes, Miguel A. Juárez et al. IEEE Transactions on Visualization and Computer Graphics, 2025. Cites: paper

IAHED: An Imbalance-Adaptive Hybrid Encoder–Decoder Framework for Early Detection of ICU-Acquired Multidrug-Resistant Bacteria
Zhengqiu Yu, Yueping Ding, Yuan Lin et al. IEEE Sensors Journal, 2025. Cites: paper

Multimodal Transformer–Based Electrocardiogram Analysis for Cardiovascular Comorbidity Detection: Model Development and Validation Study
Zi Yang, Xiaojuan Wang, Jianlin Wang et al. JMIR Formative Research, 2025. Cites: paper

Advanced lung cancer inflammation index and all-cause mortality in critically ill patients with sepsis: analysis of the MIMIC-IV database
Linfeng Xie, Jing Chen, Yuanzhu Li et al. BMC Infectious Diseases, 2025. Cites: dataset, paper

Association between the atherogenic index of plasma and the occurrence of acute kidney injury in critically ill patients with sepsis: A retrospective study
Bing Wu, Pengli Wei, Jiaxiang Deng et al. PLoS ONE, 2025. Cites: paper

Clinically informed imputation of medical data using parallel diffusion models
Shuaixun Wang, Xueer Zhang, Sharon Jewell et al. Expert Systems with Applications, 2025. Cites: paper

Developing and validating a machine learning pharmaceutical therapy recommender system for US-based hospital in-patients with schizophrenia spectrum disorders
Maximin Lange, Urvik Mehta, Nikolaos Koutsouleris et al. BMC Psychiatry, 2025. Cites: paper

HAMNet: Hierarchical Attention-enhanced Molecular Hypergraph Network for medication recommendation with data imbalance mitigation
Mohamad A. Alawad, Heba Nawfal Al Araji, Narinderjit Singh Sawaran Singh et al. Egyptian Informatics Journal, 2025. Cites: paper

High cardiac and respiratory drive state at an early stage increases the all-cause mortality of ICU sepsis patients, based on the MIMIC-IV database
Shiyi Gong, Xin Ding, Hongmin Zhang et al. Hemodynamics, 2025. Cites: paper

Impact of atherosclerotic cardiovascular disease on mortality in ICU sepsis patients: a retrospective MIMIC-IV cohort study
Yu-Cheng Chang, Min‐I Su, Wen-Pin Hu et al. BMJ Open, 2025. Cites: paper

Lactate dehydrogenase and short-term mortality in ICU patients with ischemic stroke: a single-center retrospective analysis of MIMIC-IV
Da Zhou, Jiahao Song, Kun Fang et al. European journal of medical research, 2025. Cites: paper

Personalized Fluid Management in Patients With Sepsis and Acute Kidney Injury: A Causal Machine Learning Approach
Wonsuk Oh, Kullaya Takkavatakarn, Zainab Al-Taie et al. Critical Care Explorations, 2025. Cites: paper

Prediction of Delirium Risk in Mild Cognitive Impairment Using Time-Series Data, Machine Learning and Comorbidity Patterns – A Retrospective Study
Santhakumar Ramamoorthy, Priya Rani, Glenn Matthews et al. IEEE Journal of Biomedical and Health Informatics, 2025. Cites: paper

U shaped association between fibrinogen and one year mortality in women undergoing coronary artery bypass grafting
Xiujia Yao, Kai Zhang, Rong Zhang et al. Scientific Reports, 2025. Cites: paper

Causality in autoimmune diseases and glomerulonephritis: an observational and Mendelian randomization study
Cheng Wang, Liu-Jia-Yu Li, Xiao-Xi Zhu et al. Integrate Medicine, 2025. Cites: paper

Data-driven phenotypes across the full AKI severity spectrum in patients admitted to the ICU
Mohammad Fathi, Nader Markazi Moghaddam, Hamed Markazi Moghadam et al. Nefrología, 2025. Cites: paper

Med-VCD: Mitigating hallucination for medical large vision language models through visual contrastive decoding
Zahra Mahdavi, Zahra Khodakaramimaghsoud, Hooman Khaloo et al. Computers in Biology and Medicine, 2025. Cites: paper

Association between stress hyperglycemia ratio and delirium risk in elderly surgical patients: a retrospective cohort study
Fengwei Yao, Hongyan Zhao, Lei Liu et al. BMC Geriatrics, 2025. Cites: paper

Development and validation of an interpretable predictive machine learning model for successful weaning of continuous renal replacement therapy
Benjamin Popoff, Boris Delange, Jonathan Nicolas et al. Scientific Reports, 2025. Cites: paper

Impact of empiric anti-MRSA therapy on survival outcome in severe acute pancreatitis: a MIMIC-IV cohort study
Yinghui Hong, Mingliang Ye, Junshi Wang et al. Medicina Intensiva (English Edition), 2025. Cites: paper

Machine Learning–Based Prediction of Postoperative Vasoplegia After Cardiac Surgery
Min Woo Kang, Yoonjin Kang. Journal of Cardiothoracic and Vascular Anesthesia, 2025. Cites: paper

Prediction of hospital mortality in sepsis-associated acute kidney injury using a machine-learning approach: a multicenter study using SHAP interpretability analysis
Songsong Luo, Jiawei Lai, Lujiao Mo et al. Clinical Kidney Journal, 2025. Cites: paper

Prognostic value of glucose-to-lymphocyte ratio for all-cause mortality and consciousness impairment in critically ill cerebrovascular disease patients
Yan Li, Lei Yu, Miaomiao Fu et al. European journal of medical research, 2025. Cites: paper

Unlocking the potential of real-time ICU mortality prediction: redefining risk assessment with continuous data recovery
Puguang Xie, Yu Hu, Jiao Li et al. npj Digital Medicine, 2025. Cites: paper

Charlson index predicts thirtyday mortality in critically ill stroke patients MIMICIV retrospective study
Xueqin Bai, Liang Sun, Ye Zhang et al. Scientific Reports, 2025. Cites: paper

Machine learning-based risk prediction model development for acute kidney injury in type 2 myocardial infarction patients
Pan Guo, Lijing Xue, Fang Tao et al. Scientific Reports, 2025. Cites: paper

Subphenotypes of mechanically ventilated acute respiratory distress syndrome patients based on multi-dimensional pathophysiological parameters
lizhi Li, Xiaolong Huang, Weiyuan Luo et al. Critical Care, 2025. Cites: paper

The association between white blood cell-to-hemoglobin ratio and mortality risk in critical traumatic brain injury: insights from MIMIC-IV retrospective analysis
Zhiyuan Xu, Shuaishuai Zhou, Xiangyang Tong et al. European journal of medical research, 2025. Cites: paper

Trans-sectoral patient pathways in urgent and emergency care: a Study Protocol for a prospective mixed-methods study in Germany (TRANSPARENT Study)
Jonas Bienzeisler, Miriam Katharina Hertwig, Hauke Heidemeyer et al. medRxiv, 2025. Cites: paper

A Foundation Transformer Model with Self-Supervised Learning for ECG-Based Assessment of Cardiac and Coronary Function
Jonathan B. Moody, Alexis Poitrasson-Rivière, Jennifer M. Renaud et al. NEJM AI, 2025. Cites: paper

A Mobile Application Approach to Deep Learning for Symptom-Based Disease Detection From User Textual
Tinashe Crispen Garidzira, Courage Matobobo. International Multidisciplinary Information Technology and Engineering Conference (IMITEC), 2025. Cites: paper

An Explainable Graph Learning Framework for Severe Maternal Morbidity Prediction
Haohui Lu, Lin Ye, Rongcheng Wu et al. Lecture notes in computer science, 2025. Cites: paper

Development and validation of a nomogram for predicting 30-day mortality in patients with severe acute pancreatitis and pneumonia
Minhui Dai, Yun Tan, Yifei Fan et al. Scientific Reports, 2025. Cites: dataset, paper

Immune Cell Type‐Specific DNA Methylation Regions Associate With 24‐Hour Blood Pressure Regulation in Black People
Xiaoqing Pan, Yifan Yang, Jialiang Li et al. Journal of the American Heart Association, 2025. Cites: paper

Impact of Statin Therapy on Long-Term Survival of Patients with Chronic Kidney Disease but Without Atherosclerotic Cardiovascular Disease: Insights from the American MIMIC-IV and Chinese CIN-II Databases
Weipeng Zhang, Huangtao Ruan, Xianlin Ruan et al. Current Medical Science, 2025. Cites: paper

Knockoff-ML: a knockoff machine learning framework for controlled variable selection and risk stratification in electronic health record data
Qi Wang, Linyan Li, Yi Archer Yang. npj Digital Medicine, 2025. Cites: paper

Postoperative glycemic variability as a predictor for one-year mortality following coronary artery bypass grafting: a retrospective cohort study
Jiasen Ma, Junjun Qin, Fengkai Mao et al. BMC Cardiovascular Disorders, 2025. Cites: paper

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