Publications citing MIMIC-III Clinical Database Demo v1.4

SIGNAL-QUALITY-AWARE ECG–PPG FUSION FOR EARLY FLAGGING OF SIMULATED HEMODYNAMIC INSTABILITY DURING HEMODIALYSIS
Temurbek Reyimberdiyev. Science and Technology in the Modern World, 2026. Cites: paper

When explanations disagree: a consequence-calibrated audit of post-hoc attribution for clinical time-series prediction
A. Fawaz. Research Square, 2026. Cites: paper

An iterative knowledge extraction and dual-channel fusion framework for clinical differential diagnosis
Zhiqiang Zhang, Weijie Wang, Bing Li et al. Biomedical Signal Processing and Control, 2026. Cites: paper

A machine learning model for in-hospital mortality prediction in patients with sepsis-related myocardial injury
Da-cheng Wang, Yan-pin Liu, Yu-ting Wang et al. PLOS Digital Health, 2026. Cites: paper

Characterization of 24-Hour Rhythms in Vital Signs in Intensive Care Populations: A Scoping Review
Floor W Hiemstra, Lot van Winden, Roos Bos et al. Journal of Biological Rhythms, 2026. Cites: paper

HiNet3D: Integrating patient hierarchical aggregation network and molecular 3D-aware for medication recommendation
Zhennuo Wang, Shuang Du, Wenying Li et al. Computational Biology and Chemistry, 2026. Cites: paper

Multidisciplinary Research: New Horizons, Emerging Trends and Contemporary Perspectives
R. Sheela, Dr. E.Joseph Rubert, E. Shyamaladevi. 2026. Cites: paper

Conflict Across Coarsenings: A Hierarchical DST Diagnostic for ATC Drug Normalization
Mai-Thi Phan, Dang-Hieu Nguyen, Hoang-Thuc Nguyen et al. Lecture notes in computer science, 2026. Cites: paper

Development and Validation of a Machine Learning Model for Predicting 28-Day Mortality in Patients with Sepsis-Associated Encephalopathy and Heart Failure
Hai-peng Wu, Kai Liu, Xiao-Yi Hu. Journal of Intensive Care Medicine, 2026. Cites: paper

Evolution of Automatic Paper Electrocardiogram Digitization: Methods, Applications, and Future Perspectives
Huang Biaosheng, Jincheng Liu, Xueting Tian et al. Electronics, 2026. Cites: paper

ICU Readmission Prediction for Patients with Alcohol-Related Disorders Based on Multimodal Deep Learning
Nguyen Thanh Vu, Chau Thi Ngoc Vo. Lecture notes in computer science, 2026. Cites: paper

Research on Physical Examination Item Recommendation System Based on Large Model and Knowledge Graph
Jiangtao Zhang, Hu Lin, Meng Ye et al. Data Intelligence, 2026. Cites: paper

Understanding Social Bias in Multimodal Learning Systems: A Taxonomy and Framework
Mena Hany, Rasha M. Albalawi, Sadam Al-Azani et al. Machine Learning and Knowledge Extraction, 2026. Cites: paper

BlockSecML: A Privacy-Preserving Machine Learning Framework Using Homomorphic Encryption, Advanced Encryption Standard-256 (AES-256), and Blockchain
Deepti Sharda, Deeksha Gupta, Navdeep Kaur et al. Cureus Journal of Computer Science., 2026. Cites: paper

Credential farming in the age of generative AI: relocating trust from outputs to communities
Gift Osei Agyemang, Rawad AL-Louzi, Melat Mezgebu Bawoke et al. Research Square, 2026. Cites: paper

Lactate as a predictive biomarker and therapeutic target in cardiopulmonary bypass-associated acute kidney injury
Dinghao Xue, Mingru Zhang, 張欣綠 et al. iScience, 2026. Cites: paper

ASAF-MedRec: Auxiliary-supervised semantic alignment and fusion for medication recommendation
Xuelei Yin, QIN Li, Yao Li et al. Information Processing & Management, 2026. Cites: paper

Generating interpretable context-aware medical concept embedding implicating expert knowledge using LLMs
Bong Gyun Kang, Hyeongrok Han, J. H. Ahn et al. Artificial Intelligence in Medicine, 2026. Cites: paper

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Вісник Черкаського державного технологічного університету, 2026. Cites: paper

Validation-set-constrained three-path prediction-score fusion for in-hospital mortality at 24 hours after ICU admission: internal evaluation and a cross-database transportability stress test
Zijun Peng, Jian Ma. Research Square, 2026. Cites: paper

Enhancing Critical Care Decision-Making: The Role of Predictive Models and Data Visualization in Clinical Settings
Sashikanth Reddy Avula, P. Sathish, Annapareddy Haarika et al. Lecture notes in electrical engineering, 2026. Cites: paper

Low-Resource Automatic ICD Coding for Chinese Electronic Medical Records: An Interpretable Multi-View Linear Framework with Audited Clinical Rules
Yupin Xu, Jiatao Yan. medRxiv, 2026. Cites: paper

PMVGD: Progressive multi-view graph distillation for health event prediction
YUXUAN TIAN, Hang Qiu. Information Sciences, 2026. Cites: paper

The predictive value of four severity scores for 28-day mortality in patients with cardic arrest in the ICU: a retrospective study based on MIMIC Ⅳ
Yin Zhang, Yifan Wu, Shuting Ren et al. Research Square, 2026. Cites: paper

Benchmarking imputation methods on real-world clinical time series with simulated spatio-temporal missingness
Niklas Giesa, Rustam Zhumagambetov, Maria Sekutowitcz et al. Nature Communications, 2026. Cites: paper

Integrating Explainable AI with Advanced Data Visualization: Enhancing Transparency and Decision-Making in Complex Systems
Harvinder Singh. International Journal of Scientific Research in Computer Science Engineering and Information Technology, 2026. Cites: paper

Swarm Learning And Clinical Data: Evaluating The Benefit of a New Node For The Whole Network
Matteo Mantovani, Simone Scaglia, Riccardo Scheda et al. Journal of Healthcare Informatics Research, 2026. Cites: paper

Algorithmic Bias in AI-Based Diagnostic Models: A Systematic Review and Lifecycle Framework for Fairness Auditing and Governance in Healthcare
Reyadh Alluhaibi. Healthcare, 2026. Cites: paper

Structured Prompt-Based NLP for Infection-Related Classification in Clinical Documentation
Ghada Alfattni. Engineering Technology & Applied Science Research, 2026. Cites: paper

Systemic inflammation response index
Yahu Bai. Medicine, 2026. Cites: paper

AI-driven quality enhancement of medical datasets: a closed-loop framework of synthesis, annotation, quality control, and integration
Tao Tian, Siyuan Zhang, Xuchen Yang et al. Frontiers in Medicine, 2026. Cites: paper

An analytics framework for risk-controlled outpatient medication recommendation using conformal calibration
Sawrawit Chairat, Nitipong Jintanukul, Kerdkiat Suvirat et al. Healthcare Analytics, 2026. Cites: paper

CLINES: Clinical LLM-based Information Extraction and Structuring Agent
Zongxin Yang, Hongyi Yuan, Raheel Sayeed et al. BMJ Digital Health & AI, 2026. Cites: paper

Development and validation of VentPilot: an AI-based recommendation system for mechanical ventilation
Hong Yeul Lee, Gaon An, Yeonwoo Jeong et al. Journal of Intensive Care, 2026. Cites: paper

From fine-tuned clinical transformers to zero-shot large language models: A comprehensive benchmark for opioid-induced respiratory depression prediction
Syed Mohammad Ali Shah, Santu Paul, Nahla Mohamed Farid Mohamed et al. Intelligent Hospital, 2026. Cites: paper

Impact of early fluid intake and urine output on mortality in acute pancreatitis: A retrospective cohort study
Lilei Liu, Xiaotong Han, Xiang Li et al. Journal of International Medical Research, 2026. Cites: paper

Temporal regularization of a dynamic graph network for ordinal prediction of discharge disposition after ischemic stroke in intensive care
Luning Wang, Zhipeng Wang, Changsong Wang et al. International Journal of Medical Informatics, 2026. Cites: paper

Experimental Verification and Systemic Integration of a Hybrid Method for Analyzing Medical Data into Medical Information Systems
Amran Mokhtar, M. A. Poltavtseva. Ogarev-online, 2026. Cites: paper

Explainable AI for Myocardial Infarction Risk Prediction: A Multi-Modal Ensemble Approach
Chiu Siew Seng. Borneo Journal of Sciences and Technology, 2026. Cites: paper

Machine Learning Models for Predicting Unplanned Readmission and Mortality in the ICU: A Systematic Review and Meta-Analysis
Luis E. Fernandez-Curbelo, Tania Rivero-Blanco, Carlos Alberto Cruz Corona et al. Big Data and Cognitive Computing, 2026. Cites: paper

Multidimensional Evaluation Framework for Local LLM-Based Clinical Summarization: A Cross-Lingual Prototype on Multi-Modality PACS-Derived Imaging Reports
Luis Vera, Olga Craveiro, Ricardo Malheiro et al. Machine Learning and Knowledge Extraction, 2026. Cites: paper

Beyond text: quantifying the impact of figure-guided retrieval in biomedical RAG systems
R J Venkatesh, Sudhakaran Gajendran, C. U. Om Kumar. Frontiers in Artificial Intelligence, 2026. Cites: paper

Detecting Misspelled Drug Names Using Transformer-Based Language Models: Model Development and External Validation
Jiayu Lu, Kevin W. McConeghy, Andrew R. Zullo et al. JMIR Medical Informatics, 2026. Cites: paper

How are researchers using MIMIC? A sampling-based methods review
Taiebe Kenarangi, Adrian Gerard Barnett, Jacky Yung Suen et al. International Journal of Medical Informatics, 2026. Cites: paper

Medical Applications of Graph Convolutional Networks Using Electronic Health Records: A Scoping Review
Garrik Hoyt, Noyonica Chatterjee, Zachary N. Davis et al. Cureus, 2026. Cites: paper

Automated Derivation of Cerebral Performance Category at Hospital Discharge After Cardiac Arrest Using Natural Language Processing and Machine Learning
Sophie Furlow, Parker Houston, Kevin Bao et al. Neurocritical Care, 2026. Cites: paper

Machine-learning phenotyping and exploratory medication-outcome associations in heart failure with preserved ejection fraction: a multicohort retrospective study
Qianli Ma, Shaotong Zhang, Chengjian Guan et al. Frontiers in Pharmacology, 2026. Cites: paper

The Art of Critical Data Mining — Statistical and Modeling Methods in Critical Care Database Research
Shengnan Kong, Lin Chen, Haojia Lyu et al. Journal of Translational Critical Care Medicine, 2026. Cites: paper

MKMed: Multi-Knowledge alignment framework for medication recommendation
Haixu Ma, Guanyong Wu, Shi Mu et al. Applied Intelligence, 2026. Cites: paper

Association of the ALBI Score with Acute Kidney Injury in Patients with Acute Myocardial Infarction: A Retrospective Analysis Drawing on MIMIC-IV and eICU-CRD
Weiye Cao, Xiezhen Chen, Wenqing Zhou et al. Research Square, 2026. Cites: paper

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