Publications citing MIMIC-IV v3.1

ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration
Zixiang Wang, Yinghao Zhu, Hang Zhao et al. International World Wide Web Conference (WWW), 2025. Cites: paper

Unveiling Discrete Clues: Superior Healthcare Predictions for Rare Diseases
Chuang Zhao, Hui Tang, Jiheng Zhang et al. International World Wide Web Conference (WWW), 2025. Cites: paper

A machine learning model for predicting acute respiratory distress syndrome risk in patients with sepsis using circulating immune cell parameters: a retrospective study
Kaihuan Zhou, Lian Qin, Yin Chen et al. BMC Infectious Diseases, 2025. Cites: paper

Association between red cell distribution width-to-albumin ratio and short-term mortality in patients with sepsis-associated delirium: a retrospective study from the MIMIC-IV database
ShengJie Yao, Guofen Zhang, Lifeng Ni. BMC Anesthesiology, 2025. Cites: paper

EmulatRx: Empowering Clinical Trial Design with Agentic Intelligence and Real World Data
Haoyang Li, Weishen Pan, Suraj Rajendran et al. medRxiv, 2025. Cites: paper

Association between triglyceride glucose index and all-cause mortality in patients with critical atrial fibrillation in the MIMIC-IV database
Meijuan Ma, Jinxia Hao, Kai Yu et al. Scientific Reports, 2025. Cites: paper

Development of a Machine Learning–Based Predictive Model for Postoperative Delirium in Older Adult Intensive Care Unit Patients: Retrospective Study
Houfeng Li, Qinglai Zang, Qi Li et al. Journal of Medical Internet Research, 2025. Cites: paper

Association of blood urea nitrogen to albumin ratio with mortality in acute pancreatitis
Hao Xia, Jinzhan Lin, Minchao Liu et al. Scientific Reports, 2025. Cites: paper

Distinct immunological signatures define three sepsis recovery trajectories: a multi-cohort machine learning study
Rui Zhang, Fang Long, Jingyi Wu et al. Frontiers in Medicine, 2025. Cites: paper

Early prediction of sepsis associated encephalopathy in elderly ICU patients using machine learning models: a retrospective study based on the MIMIC-IV database
Yupeng Han, Xiyuan Xie, Jiapeng Qiu et al. Frontiers in Cellular and Infection Microbiology, 2025. Cites: dataset, paper

Global dataset combining open-source hydropower plant and reservoir data
Jignesh Shah, Jing Hu, Oreane Y. Edelenbosch et al. Scientific Data, 2025. Cites: paper

Exploring the value of blood urea nitrogen-to-albumin ratio in patients with acute pancreatitis admitted to the intensive care unit: a retrospective cohort study
Jianjun Wang, Han Li, Pei Yang et al. Frontiers in Nutrition, 2025. Cites: paper

Prognostic value of admission respiratory rate in patients with acute myocardial infarction
Bryan Richard Sasmita, Siyuan Xie, Linfeng Xie et al. BMC Cardiovascular Disorders, 2025. Cites: paper

Sex specific mortality risk stratification - Evaluation and redevelopment of the simplified acute physiology score II
Nikolaus Schreiber, Michael Eichlseder, Jakob Pannold et al. Journal of Critical Care, 2025. Cites: paper

Association between stress hyperglycemia ratio and acute kidney injury development in patients with sepsis: a retrospective study
Yipeng Fang, Aizhen Dou, Ying Zhang et al. Frontiers in Endocrinology, 2025. Cites: dataset

CRISP: A causal relationships-guided deep learning framework for advanced ICU mortality prediction
Linna Wang, Xinyu Guo, Haoyue Shi et al. BMC Medical Informatics and Decision Making, 2025. Cites: paper

Cuffless Blood Pressure Measurement: Where Do We Actually Stand?
Ramakrishna Mukkamala, Sanjeev G. Shroff, Konstantinos G. Kyriakoulis et al. Hypertension, 2025. Cites: paper

Cyclic dual latent discovery for improved blood glucose prediction through patient–provider interaction modeling: a prediction study
Suyeon Park, Seoyoung Kim, Dohyoung Rim. Ewha Medical Journal, 2025. Cites: paper

Association between admission Braden Skin Score and delirium in surgical intensive care patients: an analysis of the MIMIC-IV database
Meiling Shang, Ailing Shang, Yu Xu. Frontiers in Neurology, 2025. Cites: paper

Leveraging LLMs for Predicting Unknown Diagnoses from Clinical Notes using Majority Voting (Preprint)
Dina Albassam, Adam Cross, C. Zhai. 2025. Cites: dataset

Multi-VentNet: Multimodal Fusion Framework for Predicting Need for Mechanical Ventilation
Ye Sel Lee, Xiaolei Lu, Michael Miller et al. IEEE International Symposium on Biomedical Imaging (ISBI), 2025. Cites: paper

Nomogram establishment for gastrointestinal bleeding prediction in ICU patients with traumatic brain injury based on the MIMIC-IV database
Ziming Huang, Hengfa Ge, Yingming Sun. Frontiers in Medicine, 2025. Cites: paper

Reproducibility in machine‐learning‐based research: Overview, barriers, and drivers
Harald Semmelrock, Tony Ross‐Hellauer, Simone Kopeinik et al. AI Magazine, 2025. Cites: paper

Towards Better Interpretability of Sepsis Prediction by Deep Neural Networks with Variable-Wise Attribution Maps
Pierre-Elliott Thiboud, Valentine Wargnier-Dauchelle, Mathieu Lefort et al. IEEE International Symposium on Biomedical Imaging (ISBI), 2025. Cites: paper

Association between alactic base excess on mortality in sepsis patients: a retrospective observational study
Jiahui Liu, Yang Chen, Bin Yang et al. Journal of Intensive Care, 2025. Cites: paper

Knowledge-embedded large language models for emergency triage
Qingyang Shen, Xiaozhi Zhang, Hao Ren et al. Knowledge-Based Systems, 2025. Cites: paper

Prediction of In-Hospital Mortality in Non-ST-Segment Elevation Myocardial Infarction, Based on Interpretable Machine Learning
Mengru Cao, Chunhui Li. Applied Sciences, 2025. Cites: paper

Advancing Continuous Prediction for Acute Kidney Injury via Multi-Task Learning: Towards Better Clinical Applicability
Hyunwoo Kim, Sung Woo Lee, Su Jin Kim et al. IEEE Journal of Biomedical and Health Informatics, 2025. Cites: paper

Clinical subtypes identification and feature recognition of sepsis leukocyte trajectories based on machine learning
ShengHui Miao, YiJing Liu, Min Li et al. Scientific Reports, 2025. Cites: paper

A Brief Review on Benchmarking for Large Language Models Evaluation in Healthcare
Leona Cilar, Hongyu Chen, Aokun Chen et al. Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery, 2025. Cites: paper

Explainable Machine Learning Model for Predicting Persistent Sepsis-Associated Acute Kidney Injury: Development and Validation Study
Wei Jiang, Yaosheng Zhang, Jiayi Weng et al. Journal of Medical Internet Research, 2025. Cites: paper

Machine learning approach for the prediction of 30-day mortality in patients with sepsis-associated delirium
Xiaoli Shen, Dongfeng Shang, Weize Sun et al. PLoS ONE, 2025. Cites: paper

PhysCL: Knowledge-Aware Contrastive Learning of Physiological Signal Models for Cuff-Less Blood Pressure Estimation
Renju Liu, Jianfei Shen, Yang Gu et al. IEEE Journal of Biomedical and Health Informatics, 2025. Cites: paper

Serum lactate dehydrogenase level as a predictor of 28-day mortality in critically ill patients with infective endocarditis: a retrospective cohort study from MIMIC IV database
Yuhan Qin, Anhu Wu, Yufei Wang et al. Heart & Lung, 2025. Cites: dataset, paper

The association between pan-immune-inflammation value with mortality in critically ill patients with sepsis-associated acute kidney injury
Yidan Zhou, Jingjing Hu. BMC Infectious Diseases, 2025. Cites: paper

The relationship and differences in the triglyceride-glucose index and all-cause mortality in patients with coronary heart disease combined with cerebrovascular and other comorbidities: an analysis of the MIMIC-IV database
Xiao Rong Zeng, Yuping Liu, Ping Shuai et al. Frontiers in Cardiovascular Medicine, 2025. Cites: dataset, paper

Application of an interpretable machine learning method to predict the risk of death during hospitalization in patients with acute myocardial infarction combined with diabetes mellitus
Zhijun Bu, Siyu Bai, Chan Yang et al. Acta cardiologica. Supplementum, 2025. Cites: paper

Association between the lactate dehydrogenase-to-albumin ratio and 28-day mortality in septic patients with malignancies: analysis of the MIMIC-IV database
Yongshi Shen, Kangni Lin, Liuxin Yang et al. BMC Cancer, 2025. Cites: paper

Beyond Multiple-Choice Accuracy: Real-World Challenges of Implementing Large Language Models in Healthcare
Yifan Yang, Qiao Jin, Qingqing Zhu et al. Annual Review of Biomedical Data Science, 2025. Cites: paper

Enhancing LLMs for Identifying and Prioritizing Important Medical Jargons from Electronic Health Record Notes Utilizing Data Augmentation (Preprint)
Won Seok Jang, Sharmin Sultana, Zonghai Yao et al. 2025. Cites: paper

Heterogeneous treatment effects of stress ulcer prophylaxis among ICU patients at risk for gastrointestinal bleeding
Yongpeng Xie, Yao Yan, Qixiang Hong et al. BMC Medicine, 2025. Cites: dataset, paper

CLEAR: Addressing Representation Contamination in Multimodal Healthcare Analytics
Ge Su, Kaiping Zheng, Tiancheng Zhao et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2025. Cites: paper

Lactate dehydrogenase to albumin ratio and prognosis in patients with acute exacerbation of chronic obstructive pulmonary disease: a retrospective cohort study
Chaowei Ding, Shen-Shen Huang, Yanhong Xu et al. BMC Pulmonary Medicine, 2025. Cites: paper

Learnable Prompt as Pseudo-Imputation: Rethinking the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction
Weibin Liao, Yinghao Zhu, Zhongji Zhang et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2025. Cites: paper

Association between triglyceride-glucose index and all-cause mortality in patients with congestive heart failure and atrial fibrillation
Fuqiang Kan, Zewen Yang, Donglai Bao et al. Frontiers in Cardiovascular Medicine, 2025. Cites: paper

U−shaped association between the glycemic variability and prognosis in hemorrhagic stroke patients: a retrospective cohort study from the MIMIC-IV database
Yuchen Liu, Hung‐Chun Fu, Yue Wang et al. Frontiers in Endocrinology, 2025. Cites: paper

Association of PIV value with early mortality in ICU patients with sepsis-associated acute kidney injury from the MIMIC IV database
Heping Xu, Xinyi Cai, Huan Niu et al. Scientific Reports, 2025. Cites: paper

Mechanical power of ventilation and survival in critically ill obese patients
Yun Yan, Xin Chai, Gang Luo et al. The American Journal of Emergency Medicine, 2025. Cites: paper

Observational Study of Microbial Colonization and Infection in Neurological Intensive Care Patients Based on Electronic Health Records
Alesya S. Gracheva, Artem N. Kuzovlev, Lyubov E. Salnikova. Biomedicines, 2025. Cites: paper

Relationship between β-receptor blocker and atrial fibrillation in patients with heart failure: an observational study based on MIMIC IV database
Ying Wang, Kenan Lou. BMC Cardiovascular Disorders, 2025. Cites: paper

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