Publications citing MIMIC-IV v3.1

A Study towards Supervised Learning Techniques for a Well-Predictive Modelling Utilising Electronic Health Record Data
Abhay Bhatia, Rajeev Kumar, Golnoosh Manteghi. International Journal of Emerging Science and Engineering, 2025. Cites: paper

Design of the Bahrain Primary Healthcare Centers Clinical Notes Dataset
Hasan Abdulla, Nabil Hewahi. International Conference on Data Analytics for Business and Industry (ICDABI), 2025. Cites: paper

Machine Learning Based Prediction of 28-Day Mortality in ECMO Patients: A Pilot Study Using MIMIC-IV Database
Zhe Li, Guozheng Qiu, Duan Wenlong et al. The American Surgeon, 2025. Cites: paper

Medical Graph-RAG: Bilingual Graph-Based Reasoning for Cardiological Intelligence
Leen I. A. Shaqalaih, Omar Belal, Fatma Melisa Küçük et al. International Conference on Innovations in Intelligent Systems and Applications (INISTA), 2025. Cites: paper

Assessment of stress hyperglycemia ratio as a prognostic indicator in geriatric intensive care patients experiencing delirium: a retrospective cohort analysis
Zeping Jiang, Yusheng Wang, Furong Liu et al. European journal of medical research, 2025. Cites: paper

Association between hemoglobin glycation index and mortality in surgical ICU patients
Yuanshuo Ge, Guangdong Wang, Yun Huang et al. Scientific Reports, 2025. Cites: paper

Association between stress hyperglycemia ratio and all-cause mortality in patients with acute kidney injury: a retrospective analysis of the MIMIC-IV database using machine learning
Datao Zou, Jiaxin Yin, Yuqing Liang et al. BMC Nephrology, 2025. Cites: paper

Early Sepsis Prediction Using Publicly Available Data: High-Performance AI/ML Models with First-Hour Clinical Information
Hao Wang, Destiny Pounds, Wenhui Zhang et al. Diagnostics, 2025. Cites: paper

Exploring the correlation between eosinophils with clinical risk of severe pneumonia based on MIMIC-IV data
Jixiu Fan, Jin Huo, Jifang Liang et al. Scientific Reports, 2025. Cites: paper

Early prediction of septic shock in ICU patients using machine learning: development, external validation, and explainability with SHAP
Haoyun Zhou, Feng Li, Xiaoxue Liu. International Journal of Medical Informatics, 2025. Cites: paper

Evaluating Large Language Models in Ophthalmology: Systematic Review
Zili Zhang, Haiyang Zhang, Zhe Pan et al. Journal of Medical Internet Research, 2025. Cites: paper

Prognostic Value of Time-Weighted Average Glucose on All- Cause Mortality in Critically Ill Patients with Ischemic Stroke: A Retrospective Cohort Analysis
Jie Peng, Xingzhan Zhang, Huanhuan Wu et al. Research Square, 2025. Cites: paper

Hallucinations and Key Information Extraction in Medical Texts: A Comprehensive Assessment of Open-Source Large Language Models
Anindya Bijoy Das, Shibbir Ahmed, Shahnewaz Karim Sakib. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...), 2025. Cites: paper

Illuminating the Unseen: A Large-Scale Exploration of Bias in ICU Discharge Summaries via Language Models
Rui Zhu, Genevieve A. Mortensen, Yongming Fan et al. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...), 2025. Cites: paper

Improving Medical Chatbot Performance: A Comparative Evaluation of Retrieval-Augmented Generation and Fine-Tuning
Zakaria Hadraoui, Sara Retal, Nassim Kharmoum et al. Lecture notes in networks and systems, 2025. Cites: paper

Mapping Extracted Free-Text Primary Diagnoses to ICD-10 and SNOMED-CT Using SciSpacy - A Performance Evaluation
Parvati Naliyatthaliyazchayil, Venkat Ramana Sangam, Raajitha Muthyala et al. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...), 2025. Cites: paper

MIMIC-Sepsis: A Curated Benchmark for Modeling and Learning from Sepsis Trajectories in the ICU
Yong Huang, Zhongqi Yang, Amir M. Rahmani. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...), 2025. Cites: paper

StructGen: Leveraging Structured EHR Prompts and Biomedical BERTs for Chest X-ray Synthesis
Suchit Patel, Karandeep Singh Sodhi, Manik Gupta et al. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...), 2025. Cites: paper

Association Between Ultra-Short-Term Heart Rate Variability and Atrial Fibrillation in Heart Failure Population: A Retrospective Cohort Study
Xiaodi Tang, Rong He. Heart Lung and Circulation, 2025. Cites: paper

Development of a machine learning-based prediction model for acute kidney injury associated with respiratory failure in the intensive care unit
Qin Hu, Qimeng Wu, Jiaxiong Tan et al. Clinical and Experimental Medicine, 2025. Cites: paper

Association between albumin-corrected anion gap and mortality in critically ill patients with gastrointestinal bleeding: A retrospective cohort study
Yanyang Ying, Shasha Ying, Xiangshu Yuan et al. Medicine, 2025. Cites: paper

Association between hemoglobin-to-red blood cell distribution width ratio and mortality in critically Ill patients with aortic dissection: A retrospective cohort study from MIMIC-IV database
Xinzhen Li, Yingxiu Huang, Ruilong Xiang. Medicine, 2025. Cites: paper

Association of body mass index changes with short-term mortality risks in ICU patients with sepsis across different admission BMI states: analysis of the MIMIC-IV database
Wei Liu, Wenfei Zeng, Zhenhua Huang et al. Frontiers in Immunology, 2025. Cites: paper

Landscape and research trends of triglyceride-glucose index with health: a bibliometric analysis
Jia Liu, Song Hu, Shan Wang et al. Discover Medicine, 2025. Cites: paper

Association between the platelet-albumin-bilirubin score and all-cause mortality in ICU-admitted heart failure patients: a retrospective cohort analysis and machine learning-based prognostic modeling
Zhantao Cao, Jian Li, Guanfa Yuan et al. Frontiers in Cardiovascular Medicine, 2025. Cites: paper

ClinMamba: Leveraging state–space modeling for medication prediction in Electronic Medical Records
Yongwei Liu, Yuguang Wang, S. Ji et al. Alexandria Engineering Journal, 2025. Cites: paper

Risk factors for prolonged mechanical ventilation in critically ill patients with ischemic stroke
Jielian Luo, Chen Zhang, Rou Deng et al. Neurotherapeutics, 2025. Cites: paper

Explainable AI for infection prevention and control: modeling CPE acquisition and patient outcomes in an Irish hospital with transformers
Minh-Khoi Pham, Tai Tan Mai, Martin Crane et al. BMC Medical Informatics and Decision Making, 2025. Cites: paper

Lactate-to-glucose ratio and short-term all-cause mortality in critically ill cirrhosis patients: a MIMIC-IV and eICU-CRD database study
Xingyi Yang, Guangdong Wang, Lang Gao et al. BMC Gastroenterology, 2025. Cites: paper

The Relationship Between Antibiotic Administration Timing and Short-Term and Long-Term Prognosis in Elderly Septic Patients
Yuhui Pan, Yanyan Ma, Ke Wan et al. Journal of Intensive Care Medicine, 2025. Cites: paper

Cardia-AI: Passive Cardiac Event Monitoring Using Smartwatch Sensors and Predictive Analysis via Large Language Models
Elyan Ali Momin, Hamid Mansoor. Cureus, 2025. Cites: dataset

Clinical outcomes of norepinephrine–phenylephrine vs. norepinephrine–vasopressin in septic shock: a retrospective cohort study
Yi Dong, Kai Zhang, Yun Guo et al. International Journal of Surgery, 2025. Cites: paper

Combining Clinician Expertise with Prompt Engineering enhances Small Language Models Reliability for Cancer Entity Recognition in Electronic Health Records
Federica Corso, Vittoria Peppoloni, Laura Mazzeo et al. medRxiv, 2025. Cites: paper

Development and validation of a diagnostic prediction model for acute liver injury in sepsis based on serum ferritin level
Yuxia Tao, Jianhao Wang, Jia-Yi Dong et al. European journal of medical research, 2025. Cites: paper

Early Prediction of Multi-Label Care Escalation Triggers in the Intensive Care Unit Using Electronic Health Records
Syed Ahmad Chan Bukhari, Amritpal Singh, Shifath Hossain et al. IEEE International Conference on E-health Networking, Application & Services (HealthCom), 2025. Cites: paper

Impact of diastolic blood pressure time under range on mortality and acute kidney injury in septic patients: a retrospective cohort study
Jian Zhao, Shihui Lin, Ai Hua Qin et al. BMC Anesthesiology, 2025. Cites: paper

Towards deployment-centric multimodal AI beyond vision and language
Xianyuan Liu, Jiayang Zhang, Shuo Zhou et al. Nature Machine Intelligence, 2025. Cites: paper

Group-Based Trajectory Modeling of Serum Sodium and Mortality in Critically Ill ICU Patients with Community-Acquired Pneumonia: An Analysis of the MIMIC-IV Database
Jingjing Cai, Bo Chen, Jun Lyu et al. Research Square, 2025. Cites: dataset, paper

Map wisely for efficient transfer learning across heterogeneous data sources
Snigdhatanu Acharya, Mrinal Das. Neurocomputing, 2025. Cites: paper

Clinical Agents Don’t Care
Eyal Klang, Benjamin Scott Glicksberg, Alon Gorenshtein et al. medRxiv, 2025. Cites: paper

EchoNet-Quality: Denoising Echocardiograms via Deep Generative Modeling of Ultrasound Noise
David Choi, Miloš Vukadinovic, Bryan Dawei He et al. IEEE International Conference on Computer Vision Workshops, 2025. Cites: paper

ProbMED: A Probabilistic Framework for Medical Multimodal Binding
Yuan Gao, Sangwook Kim, Jianzhong You et al. IEEE/CVF International Conference on Computer Vision (ICCV), 2025. Cites: paper

Long sequences with a lot of events (LoLo): A visual analytics approach for analyzing long event sequences
Sanne van der Linden, Bram C.M. Cappers, Anna Vilanova et al. Information Visualization, 2025. Cites: paper

Trajectories of cumulative fluid balance and the association with pressure injuries in ICU patients
Xiangping Chen, Peiqi Liu, Bing Zhu et al. International Journal of Nursing Sciences, 2025. Cites: paper

TriMedPrompt: A unified prompting framework for realistic and layout-conformant clinical progress note synthesis
Garapati Keerthana, Manik Gupta. Journal of Biomedical Informatics, 2025. Cites: paper

A nomogram for predicting ICU mortality of sepsis associated encephalopathy: a retrospective cohort study based on MIMIC-IV and eICU-CRD
Xuemei Hu, Jianbao Wang, Shaowei Wang et al. BMC Medical Informatics and Decision Making, 2025. Cites: paper

A simple ratio, a complex outcome: glucose-to-albumin ratio predicts delirium in ICU patients after cardiac surgery
Zhen Yuan, Aoli Chen, Yangbo Hou et al. BMC Cardiovascular Disorders, 2025. Cites: paper

Building the future of ICU care: Is our digital foundation strong enough? A multicentre survey of Australian and New Zealand intensive care units
KRISTEN S. GIBBONS, Renate E. Le Marsney, Andrew Goodwin et al. Critical Care and Resuscitation, 2025. Cites: paper

Deep learning models for ICU readmission prediction: a systematic review and meta-analysis
Emanuele Koumantakis, Konstantina Remoundou, Nicoletta Colombi et al. Critical Care, 2025. Cites: paper

Statin therapy and mortality in critically ill heart failure patients: Insights from a triangulated real-world design study
Li Wang, Yibing Wang. PLoS ONE, 2025. Cites: paper

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