Publications citing MIMIC-IV v3.1

CafeMed: Causal Attention Fusion Enhanced Medication Recommendation
Kelin Ren, Chan-Yang Ju, Dong-Ho Lee. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2025. Cites: paper

DMAP: A Deep-Model Driven Multi-Agent Framework for Reliable Diagnosis Prediction
Wenjing Yu, Guofang Ma, Hang Lv et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2025. Cites: paper

DocRouter: Path-Controllable Generation for Discharge Summaries via Document-Level Routing
Xudong Chen, Chengze Ge, Qi Shao. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2025. Cites: paper

Hemoglobin variability predicts mortality in acute kidney injury patients undergoing continuous renal replacement therapy: a multi-database cohort study
Yumin Huang, Ran Jiang, Kang Liu et al. Renal Failure, 2025. Cites: dataset, paper

Machine learning-based mortality risk prediction model for elderly diabetic patients with non-ST-segment elevation myocardial infarction using MIMIC-IV database
Han-Lin Song, Rong Wang, Tie-Ying Shi et al. Scientific Reports, 2025. Cites: paper

Non-temporal tree-based models outperform temporal deep learning models in the prediction of chemotherapy-induced side effects from longitudinal laboratory data
Farnaz Rahimi, Christel Sirocchi, Julian Matschinske et al. medRxiv, 2025. Cites: paper

PMTG: Personalized Multivariate Temporal Graph Learning with Multi-Granular Encoding for Clinical Prediction on EHRs
Jintao Zhu, Xue Feng, Yanfei Shen et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2025. Cites: paper

SECGI: A Medication Recommendation Model Combining LLM-Based Semantic Enrichment and Causal Graph Inference
Haoqin Yang, Yichao Zhang, Jiayuze Zhang et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2025. Cites: paper

Tracecoder: Towards Traceable Icd Coding Via Multi-Source Knowledge Integration
Mucheng Ren, He Chen, Yucheng Yan et al. IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2025. Cites: paper

AURELIUS: Agentic Uncertainty-Reasoning & Learning with Hierarchical Bayesian Multi-Agents Unified System for Handling Non-Determinism in HealthTech
Muthukumarapandian Chandrasekaran. International Conference on Computing, Management and Telecommunications, 2025. Cites: paper

Blood pressure response index and acute kidney injury progression in heart failure patients: a retrospective cohort study from MIMIC-IV
Baoxin Yan, Xianzhen Cai, Jiating Su et al. BMC Nephrology, 2025. Cites: dataset

Contextualized biomedical language processing enhances ICU survival prediction
Rui Chen, Yu Cai, Sitong Zhang et al. iScience, 2025. Cites: paper

Empirical simulation of internal validation methods for prediction models: comparing k-fold cross-validation with bootstrap-based optimism correction
Chao Zhang, Ruohua Yan, Xiaohang Liu et al. Journal of Clinical Epidemiology, 2025. Cites: paper

A Multimodal Diagnostic Model for Acute Abdominal Diseases: Integrating Structured Laboratory Data and Unstructured Clinical Narratives
Yuxuan Zhang, Xiao Zhang, Hongli Xiao et al. 2025. Cites: paper

A practical and explainable machine learning model based on conventional clinical features for predicting mortality in patients with sepsis
Xintong Huang, Yingxu Chen, Tongda Li et al. Anesthesiology and Perioperative Science, 2025. Cites: paper

Association between Endothelial Activation and Stress Index and mortality in coronary heart disease ICU patients: A retrospective cohort study
Shuyang Dai, Bingjie Li, Zongshan Zhang et al. Research Square, 2025. Cites: paper

Association between iron homestasis and all-cause mortality in acute pancreatitis: A retrospective MIMIC-IV database analysis
Ting Yu, Yi Feng, Hongming Liu. Medicine, 2025. Cites: paper

ModernTCN-Attention: A Temporal Dependency-Aware Model for Mortality Prediction in Acute Kidney Injury Patients
Can Li, Wei Wang, Qi Liu et al. International Conference on Health Big Data and Intelligent Healthcare (ICHIH), 2025. Cites: paper

Relationship between antibiotic use and mortality in critical care patients undergoing hip and knee arthroplasty: A propensity score matching analysis
Zhen Zhu Wei, Wukun Ge, Chunhui Tu et al. Medicine, 2025. Cites: paper

Association of Pulmonary Artery Catheter Utilization with Outcomes in Patients with Cardiogenic Shock: A Retrospective Propensity-Matched Study
Shahin Isha, Akshat Banga, Ananya Biswas et al. Journal of Intensive Care Medicine, 2025. Cites: paper

Associations between the red blood cell distribution width and 30-day mortality in critically ill patients with delirium: a retrospective study using the MIMIC-IV database
Songmei Ma, Lin Lin, Shuwen Zheng et al. Frontiers in Aging Neuroscience, 2025. Cites: dataset

Echo-Vision-FM: a pre-training and fine-tuning framework for echocardiogram video vision foundation model
Ziyang Zhang, Qinxin Wu, Sirui Ding et al. Nature Communications, 2025. Cites: paper

Graph-spa: A Spatiotemporal Graph Neural Network based framework for ARDS prediction and interpretability
Shashank Yadav, Molly J. Douglas, Jarrod M Mosier et al. Journal of Biomedical Informatics, 2025. Cites: paper

Machine learning-based mortality prediction in critically ill patients with hypertension: comparative analysis, fairness, and interpretability
Shenghan Zhang, Sirui Ding, Zidu Xu et al. Frontiers in Artificial Intelligence, 2025. Cites: paper

Outcome centred process mapping in healthcare using random forest and process mining
Simone Leonetti, Chiara Seghieri, Domenico Tricò et al. Scientific Reports, 2025. Cites: paper

Trajectory of serum osmolality changes and 28-day mortality risk in patients with sepsis-associated delirium based on the MIMIC-IV database
Youhui Zhao, Hong Zhu, Jun Ding et al. Scientific Reports, 2025. Cites: paper

Balanced-Reservoir Replay: A Simple Class-Aware Modification for Continual Learning in Highly Imbalanced Settings
Samane Saghafi. Research Square, 2025. Cites: paper

Creation and validation of a mortality risk prediction model for ICU patients with traumatic brain injury: a multicenter retrospective cohort study
Wenchao Wu, Qingsong Li. European journal of medical research, 2025. Cites: paper

Development and multicenter validation of a machine learning model for postoperative sepsis risk in critically Ill traumatic spinal injury patients
Yixi Wang, Wenzhe Li, Jian Cui et al. Injury, 2025. Cites: paper

Influence of heart rate trajectory in 30-day mortality in sepsis patients: a retrospective study based on the MIMIC-IV database
Wenming Shao, Jianlong Yan, Yanbin Pan et al. BMC Infectious Diseases, 2025. Cites: dataset

Non-linear association of admission platelet-to-lymphocyte ratio with 28- and 90-day mortality in critically ill patients with rheumatoid arthritis: a retrospective cohort study
Jing Yuan, Wanzhu Liu, Dian-Chen Wu et al. Clinical Rheumatology, 2025. Cites: paper

Towards Digital Twins in Prostate Cancer: A Mixture-of-Experts Framework for Multitask Prognostics in Hospital Admissions
Annette John, Reda Alhajj, Jon George Rokne. Applied Sciences, 2025. Cites: paper

Comparative Analysis of Multimodal Fusion Techniques for Clinical Severity Classification
Ayush Bajracharya, Yannick Toussaint, Sabeur Aridhi. IEEE International Conference on Big Data (BigData), 2025. Cites: paper

Fluid balance trajectories and outcomes in acute heart failure complicated by acute kidney injury: Insights from the MIMIC-IV database
Feng Wu, Jiamin Gao, Weiwei Feng et al. Research Square, 2025. Cites: paper

Healthcare Solutions for Noisy Clinical Text: A Federated Privacy-Preserving Approach
Abm Kamrul Islam Riad, Abdullah Al Mamun, Salma Akter et al. IEEE International Conference on Big Data (BigData), 2025. Cites: paper

HiCARE-EHR: Hierarchical Conditional AutoRegressive Events for High-Fidelity EHRs
Giridhar Pamisetty, Subbareddy Batreddy, Priya Verma et al. IEEE International Conference on Big Data (BigData), 2025. Cites: paper

Impact of dexmedetomidine administration on mortality in patients with cardiac arrest: a propensity score matching analysis of the MIMIC-IV database
Shiyi Zhang, Yao Luo, Qiang Zhang et al. Scientific Reports, 2025. Cites: paper

Magnesium Supplementation and Tachyarrhythmias
Robert Goulden, Michał Abrahamowicz, Erin Strumpf et al. JAMA Internal Medicine, 2025. Cites: paper

Association between the aggregate index of systemic inflammation and 28- or 365-day mortality in acute myocardial infarction patients: insights from the MIMIC-IV database
Kangzheng Yuan, Fangmei Liu, Jian Wang et al. BMC Cardiovascular Disorders, 2025. Cites: paper

Predicting Disease Progression in Critically Ill Patients Using Frequency-Enhanced Time-series Forecasting
Zhengxu Li, Chunyu Hu, Wei Zhuang et al. medRxiv, 2025. Cites: paper

BALANCE: A Fairness-Aware Framework for Privacy-Preserving Synthetic Clinical Text Generation
Yi Tang, Dengpan Ye. ACM International Conference on Multimedia in Asia (MMAsia), 2025. Cites: paper

CARESUM: A Verification-Driven Framework for Clinical Dialogue Summarization with an Intelligent Chatbot Interface
Ivan Dominić, Monish Kumar H S, Rishi Gattu Nandakumar et al. International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication (IConSCEPT), 2025. Cites: paper

Independent and combined effects of mean blood glucose and glycemic variability on 28-day mortality in older acute myocardial infarction patients: a MIMIC-IV cohort study
Jun Zhou, Xiaomei Deng, Peng Zhou et al. BMC Geriatrics, 2025. Cites: dataset

Artificial intelligence-enabled electrocardiographic sex discordance and the risk of incident atrial fibrillation: A multinational cohort study
Hanjin Park, Oh‐Seok Kwon, Dong Won Kim et al. Heart Rhythm, 2025. Cites: paper

Association between neutrophil-to-platelet ratio and acute kidney injury among patients undergoing cardiac surgery: An analysis based on Medical Information Mart for Intensive Care
Mingwu Tian, Liqiang Yuan, Zhi Wen et al. Nefrología, 2025. Cites: paper

Association of Early Albumin Administration with 28-Day in-Hospital Mortality in Septic Patients with Solid Malignant Neoplasms: A Retrospective Cohort Analysis of the MIMIC-IV Database
Dezhi Shen, Yingqi Ran, Ying Zheng et al. Journal of Intensive Care Medicine, 2025. Cites: paper

Hippocrates-o1 : A Guideline-Aware, Orchestrated, Self-Refining Protocol for Specialty-Specific Clinical Reasoning
Benlu Wang, Elizabeth Schaefer, Nicole G. Aguirre et al. medRxiv, 2025. Cites: dataset

Machine learning–based prediction of acute kidney injury after intracerebral hemorrhage: Comparison of multiple model approaches
Junzhang Huang, Ningkun Xiao. Medicine, 2025. Cites: paper

Machine learning–based risk stratification for gastrointestinal bleeding in ICU patients with cirrhosis: evidence from the MIMIC database
Yuxin Duan, Weifan Sui, Zefeng Cai et al. Frontiers in Medicine, 2025. Cites: paper

Obesity and mortality in KDIGO stage 3 acute kidney injury: a machine learning-driven retrospective cohort study
Qian Li, Haojie Jin, Tianpei Mou et al. BMC Nephrology, 2025. Cites: paper

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