Publications citing MIMIC-IV v3.1

Impact of glucose-to-lymphocyte ratio on mortality in patients with pneumonia: A retrospective cohort study based on MIMIC-IV and eICU-CRD
Mengjiao Xu, Yikun Guo, Jun Yan et al. PLoS ONE, 2026. Cites: paper

The endothelial activation and stress index as a key prognostic marker in severe ischemic stroke
Rui-Yun Yu, Zhi-Na Liu, Yue Wang et al. European journal of medical research, 2026. Cites: paper

Assessing the safety of patient-centred discharge medication instructions generated by an AI model
Michael Tang, Kristina Markova, Kristian Stanceski et al. International Journal of Medical Informatics, 2026. Cites: paper

A survey on group fairness in federated learning: challenges, taxonomy of solutions and directions for future research
Teresa Salazar, Helder Jesus Araújo, Alberto Cano et al. Artificial Intelligence Review, 2026. Cites: paper

Beyond Fine-Tuning: Leveraging Domain-Aware In-Context learning with large language models for clinical named entity recognition
Siun Kim, David Seung U Lee, Yujin Kim et al. Journal of Biomedical Informatics, 2026. Cites: paper

Persistent stress hyperglycemia trajectories predict mortality in sepsis: a machine learning-enhanced cohort study
Rui Zheng, Wei Ni, Yiyi Shi et al. BMC Infectious Diseases, 2026. Cites: paper

Self-supervised pretraining-based prediction of mortality in patients with traumatic brain injury complicated by hemorrhagic shock model development
Xiaoyun Xu, Panpan Chang, Guanjun Liu et al. Biomedical Signal Processing and Control, 2026. Cites: paper

Association between vancomycin therapeutic drug monitoring and improved clinical outcomes in critically ill patients receiving renal replacement therapy: a retrospective cohort study
Huaidong Peng, X W Tang, Lijin Chen et al. Frontiers in Pharmacology, 2026. Cites: paper

Bacterial co-detection is associated with higher multidrug-resistant Pseudomonas aeruginosa risk: insights from the MIMIC-IV database and metagenomic analysis
Boshun Zhang, Xiaoli Wang, Xiaoling Qi et al. JAC-Antimicrobial Resistance, 2026. Cites: paper

Correlation between statin use and 30 day mortality in patients with acute kidney injury after intracerebral hemorrhage: a retrospective analysis
Kang Chen, Gang Liao, Xuanyong Yang et al. Scientific Reports, 2026. Cites: dataset, paper

Transforming Healthcare Through Data Analytics: Toward a Safer, Smarter, and More Secure Health System
Sajidul Islam Khan, Marzia Rahman, Emran Hossain et al. International Conference on Mobile Computing and Sustainable Informatics (ICMCSI), 2026. Cites: paper

A deep learning-based early warning system for renal replacement therapy in the intensive care unit
Behrooz Mamandipoor, Julian McAuley, Martin Krause et al. Research Square, 2026. Cites: dataset, paper

Association of early acetaminophen administration with mortality among critically ill patients with ischemic stroke: a retrospective cohort study
Zhi-Sheng Piao, Yi-Fei Wang, Kun Cheng. BMC Neurology, 2026. Cites: dataset, paper

Detection of primary cancer types via fragment size selection in circulating cell-free extrachromosomal circular DNA
Jingwen Fang, Songwen Luo, Shouzhen Li et al. Genome Medicine, 2026. Cites: paper

From Bedside to Bytes: Monitor, Model, and Manage with Digital Twins to Unlock Precision Critical Care in the ICU (Preprint)
Ioannis Androulakis, Julie Goswami, Sabiha Hussaim et al. 2026. Cites: paper

Scalable and distributed individualized treatment rules for multicenter datasets
Nan Qiao, Wangcheng Li, Jingxiao Zhang et al. Biometrics, 2026. Cites: paper

Association between pan-immune-inflammation and in-hospital mortality in critically ill patients with acute pancreatitis: a cohort study from the MIMIC-IV database
Fei Zhang, Weijuan Hu. BMC Gastroenterology, 2026. Cites: paper

Fluid balance trajectories and prognosis in patients with acute myocardial infarction complicated by cardiogenic shock: a group-based trajectory model approach
Chunmei Zhang, Zhiyi Xie, Guangyu Lin et al. Frontiers in Cardiovascular Medicine, 2026. Cites: paper

Impact of absolute lymphocyte count upon admission to ICU on 28-day mortality in sepsis patients in ICU
Dingjun Zhong, Ling Zhao. Frontiers in Immunology, 2026. Cites: paper

Association between hemoglobin glycation index and mortality in critically ill patients with chronic obstructive pulmonary disease: a retrospective cohort study
Liwei Pan, Fengfeng Lu, Wei Zhang et al. European journal of medical research, 2026. Cites: paper

Implementing XAI in life sciences: Key challenges and pathways to solutions
ONDREJ KREJCAR, Jamaluddin Abdullah, Hamidreza Namazi. Artificial Intelligence in the Life Sciences, 2026. Cites: paper

Prognostic value of early creatinine trajectories in ischemic stroke patients: Insights from latent growth mixture modeling using MIMIC-IV
Xin Zuo, Huan Zuo, Pengyu Zhu. Clinical Neurology and Neurosurgery, 2026. Cites: paper

Association of glycemic variability with the risk of new-onset atrial fibrillation and death in critically ill patients without diabetes: analysis of the MIMIC-IV database
S. Li, Jiajun Ye, Huanzhan Li et al. Diabetology & Metabolic Syndrome, 2026. Cites: paper

Development and validation of dynamic clinical subphenotypes for acute pancreatitis using hematocrit and blood urea nitrogen trajectories in intensive care unit: a multicenter retrospective cohort study
Jianhua Wan, Maobin Kuang, Shixuan Xiong et al. Journal of Advanced Research, 2026. Cites: paper

The relationship between Braden Skin Score (BSS) and the risk of acute respiratory distress syndrome in elderly sepsis patients: An analysis based on the MIMIC-IV database
Yingqi Xiao, Yi Cao, Jianwen Guo et al. PLoS ONE, 2026. Cites: paper

A Cloud Native Data and Intelligence Framework for Medical Reasoning and Digital Health Analysis
Pushkar Arya, DR. BEENA M, Manju Khanna. Procedia Computer Science, 2026. Cites: paper

Advancements in Transformers for Medication Prescription: A Comprehensive Literature Review
Syed Usama Hussain Shah Bukhari, Manan Vinod Shah, Md Jobayer Hossain Chowdhury et al. Lecture notes in networks and systems, 2026. Cites: paper

A Feasibility Study of Treatment-Anchored Silver Labeling for Phenotyping Using VitalDB and Interpretable Machine Learning
Woo Jin Jung, Ah Reum Kang. IEEE Access, 2026. Cites: paper

AI-Powered Rehabilitation and Monitoring Systems for Orthopedic Trauma Patients
Kyros R. Ipaktchi, Sean E. Higinbotham. Hot topics in acute care surgery and trauma, 2026. Cites: paper

Artificial Intelligence for Reducing Alarm Fatigue in Hospitals: A Systematic Review
Milla Kosonen. Communications in computer and information science, 2026. Cites: paper

Artificial Intelligence in Clinical Trials: From Protocol Design to Pharmacovigilance
Aron Schulman, Adrià Fernández‐Torras, Yojana Gadiya et al. Springer eBooks, 2026. Cites: paper

A Semantic Representation for the MIMIC-IV Database
Emilly Cristine Zoldan dos Santos, Filipe Santana da Silva. Lecture notes in computer science, 2026. Cites: paper

Association Between Albumin‐Corrected Anion Gap and Mortality in ICU Patients With Acute Heart Failure: A MIMIC‐IV Cohort Study
Huijuan Pu, Guoping Zhao, Yumin Wang et al. Cardiovascular Therapeutics, 2026. Cites: paper

Association Between Alkaline Phosphatase Levels and All‐Cause Mortality in Critically Ill Patients With Acute Myocardial Infarction Combined Heart Failure: A Retrospective Study Using the MIMIC Database
Lingyan Lei, Min He, Yan Gao et al. International Journal of Clinical Practice, 2026. Cites: paper

Association Between CBC‐Derived Inflammatory Indicators and 28‐Day Mortality in Patients With Coronary Heart Disease and Diabetes Mellitus: A Cohort Study From the MIMIC‐IV Database
Guang Tu, Zhonglan Cai, Shengnan Xue et al. Mediators of Inflammation, 2026. Cites: paper

Association Between Hemoglobin-To-Red Cell Distribution Width Ratio and Mortality Risk in Sepsis-Induced Coagulopathy: A Retrospective Study Based on MIMIC-IV Database
Xiner Qiu, Yue Hou, Shiman Lin et al. Clinical and Applied Thrombosis/Hemostasis, 2026. Cites: paper

Association between N-terminal pro B-type natriuretic peptide and short- and long-term all-cause mortality in critically ill patients with sepsis: A retrospective study based on the Medical Information Mart for Intensive Care IV database
Anke Shi, Haotian Lu, Jing Zhao et al. Science Progress, 2026. Cites: paper

Association Between the Neutrophil Percentage‐to‐Albumin Ratio (NPAR) and the Risk of Acute Kidney Injury in Critically Ill Patients With Sepsis: Analysis of the MIMIC‐IV Database
Hairui Chen, Yongdong Ren, Bo Ai et al. International Journal of Clinical Practice, 2026. Cites: paper

Association of early supplemental oxygen therapy and long-term mortality after ICU admission in normoxic patients following myocardial infarction: A propensity matched cohort study
Yucheng Zhou, Yimeng Li, Dongxia Xu et al. Heart & Lung, 2026. Cites: paper

Bionic Wearable ECG with Multimodal Large Language Models: Coherent Temporal Modeling for Early Ischemia Warning and Reperfusion Risk Stratification
Songtao An, Jiamin Yuan, Yang Pan et al. Cyborg and Bionic Systems, 2026. Cites: paper

BUN and mortality in patients with heparin-induced thrombocytopenia: A retrospective cohort study
Guang Tu, Zhonglan Cai, Guofeng Zhu et al. Science Progress, 2026. Cites: paper

CatBoost Machine Learning Model for Thrombosis Risk Prediction in Critically Ill Cancer Patients: A MIMIC-IV Database Study
Chang Yang, Hongli Ma, Xianzhang Zeng et al. Clinical and Applied Thrombosis/Hemostasis, 2026. Cites: paper

Causality-Informed Machine Learning for ICU Length of Stay Prediction: A Healthcare Case Study
Xingyuan Chen, Rui Xu, Yazheng Liu et al. Communications in computer and information science, 2026. Cites: dataset, paper

Clinical Characteristics and Exploratory Risk Identification for In-Hospital Acute Kidney Injury in Patients Undergoing Pancreaticoduodenectomy: A Retrospective Study Based on the MIMIC-IV Database
杰李. Advances in Clinical Medicine, 2026. Cites: paper

CNN-BiLSTM Based Deep Neural Architecture for Physiological Anomaly Detection
Shreea Bose, Granth Bagadia, Arundhati Bajaj et al. Lecture notes in computer science, 2026. Cites: dataset

Contamination Percolation in Multi-Agent LLM Systems: A Measurement Framework and Benchmark
Aman Kumar Sharma. IEEE Access, 2026. Cites: paper

Deep Learning and Pattern Recognition for Anomaly Detection in Multimodal Medical Imaging With Sensor‐Based Data Fusion
Romil Rawat, Kamal Borana, Nikhil Chaturvedi et al. Journal of Sensors, 2026. Cites: paper

Development and deployment of an interpretable stacking ensemble model for predicting in-hospital mortality in ICU patients with chronic kidney disease and sepsis
Jianjie Ju, Shuo Lin, Jingjing Chen et al. Digital Health, 2026. Cites: paper

Direct Oral Anticoagulants Increase Overall but Not Major Bleeding in Critically Ill Chronic Kidney Disease Patients With Pulmonary Embolism
Zi-Kang Zhou, Qin-Yi Xu, Jia-Lu Ping et al. Clinical and Applied Thrombosis/Hemostasis, 2026. Cites: paper

Distinct Fluid Balance Trajectories in ICU Patients With Acute Ischaemic Stroke: Persistent Positive Balance Associated With Increased Mortality
Mingzhu Huang, Jinfeng Miao, Ruihan Zhu et al. International Journal of Clinical Practice, 2026. Cites: paper

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