Publications citing MIMIC-III Clinical Database Demo v1.4

HHGCN-DrugRec: Hierarchical HyperGraph Convolution Network for Drug Combination Recommendation
Zihan Zhang, H J Liu, Tianqi Sun et al. Lecture notes in computer science, 2026. Cites: paper

Human-Centric Medical Summarization with Hybrid Generative AI: A New Era for Accessible Healthcare Insights
M. Pavithra, B Varunkrishna, J Umamageswaran et al. Springer eBooks, 2026. Cites: paper

Hybrid Generative AI Framework for Medical Text Summarization: Enhancing Precision and Relevance in Healthcare Decision-Making
Parvathy K.S, J Umamageswaran. Springer eBooks, 2026. Cites: paper

Integrating cross-view multi-scale perception and RAG-enabled expert fusion for medical prediction
Cheng Wang, Yongbin Liu, Ying Yu et al. AI Open, 2026. Cites: paper

Introduction to Health Data Engineering
Janusz Wojtusiak. Springer handbooks, 2026. Cites: paper

Large language models in healthcare and biomedical informatics: A comprehensive review
Andrew M. Hornback, Harinishree Sathu, Kyungbeom Kim et al. Innovation and Emerging Technologies, 2026. Cites: paper

Learning Reversible Bidirectional Mappings on Lower-Dimensional Manifolds Using Cycle Autoencoders
Shahbaz Nazami, Udit Satija, Jimson Mathew. IEEE Transactions on Instrumentation and Measurement, 2026. Cites: paper

LLM-Based Abstractive Summarization of PubMed Articles
Eric Ho, Maryam Heidari, Samira Zad et al. Lecture notes in electrical engineering, 2026. Cites: paper

Machine learning-based prognostic models for hypertensive acute response for stroke patients in intensive care units and emergency departments
Mariem Abid, Philippe A. Jouvet, Elyes Oueslati et al. Elsevier eBooks, 2026. Cites: paper

Machine learning for healthcare
Jyoti Kukreja, Ramesh Chandra Poonia. Advances in computers, 2026. Cites: paper

Managerial imperatives for health–security information sharing: Balancing confidentiality and utility amid a deepening interface
Ayako Takemi. Politics and the Life Sciences, 2026. Cites: paper

Managing Model Evolution from NoSQL Data Lakes to Decision Support Systems
Saïd Taktak, Zoubair Mabrouk, Slim Kallel et al. Lecture notes in computer science, 2026. Cites: paper

Mapping Clinical Intent in Internet Hospitals: Identifying and Profiling Patient Demand via Natural Language Processing
Ruoxin Xu, Jing Liu, Huizi Ye et al. Computational and Structural Biotechnology Journal, 2026. Cites: paper

Mapping Higher Education Research in Malaysia and Singapore (2014–2024): A Bibliometric Analysis Through the Research–Policy–Practice Lens
Shuo Wu, R. B. Radin Firdaus, Yinghui Wang et al. SAGE Open, 2026. Cites: paper

MedFusion-GPT: A Multimodal Generator Combining GPT-2 and BioGPT for Clinical Report Synthesis
Hamida Abdaoui, Sabri Barbaria, Taha Ridene et al. Procedia Computer Science, 2026. Cites: paper

Medication-Aware Multimodal Machine Learning for Early Prediction of Prolonged Intensive Care Unit Length of Stay in Cardiovascular Critical Care
Emmanuel Ughoo, Drishty Sobnath, Mahmoud Mousa. SSRN Electronic Journal, 2026. Cites: paper

MIMIC-IV ICU Risk Stratification: A Dual-Stage Predictive Model for Short and Long-Term Patient Outcome Prediction
Neetesh Jatav, Vibha Tiwari, Aryan Singh. Lecture notes in networks and systems, 2026. Cites: paper

MMFC-PFL: Multimodal Feature Collaborative Personalized Federated Learning
Dongdong Li, Zhenqiang Weng, Jia Yao et al. IEEE Transactions on Network Science and Engineering, 2026. Cites: paper

Modeling Complex Short EHR Visits With xLSTM and Medical Entity Enhancement for Medication Recommendation
Qingchuan Xu, Kai Che, Jiafeng Li et al. IEEE Access, 2026. Cites: paper

Modularity encoding: A network-based approach for representing healthcare coding systems in machine learning models
Mohsen Askar, Kristian Svendsen. Elsevier eBooks, 2026. Cites: paper

Multimodal Artificial Intelligence for Personalised Disease Diagnosis and Prognosis in Smart Healthcare Systems: A Critical Survey of Methods and Emerging Trends
Amirisetty Giridhar Babu, Dara Vikram. International Journal of Artificial Intelligence and Machine Learning, 2026. Cites: paper

Multimodal Artificial Intelligence for Precision Critical Care: A Scoping Review
Meicheng Yang, Nan Shi, Hui Chen et al. Health Data Science, 2026. Cites: paper

Multimodal Drug Recommendation with Quantum Chemical Molecular Representations
Yujin Kim, Seoeun Park, Chongmyung Kwon et al. Lecture notes in computer science, 2026. Cites: paper

Natural Language Processing of Clinical Data
Kevin Lybarger, Özlem Uzuner, Giridhar Kaushik Ramachandran et al. Springer handbooks, 2026. Cites: paper

Ontology-integrated natural language processing for automated NYHA and GOLD severity staging from heart failure and COPD clinical notes
Job Inyangala Inyangala, Fidelis Mukudi, Ronald Ojino et al. SSRN Electronic Journal, 2026. Cites: paper

Optimizing DAG Scheduling in Data Pipelines Using Reinforcement Learning
Sai Sukesh Reddy Tummuri. Lecture notes in networks and systems, 2026. Cites: paper

Overview of CHIP 2025 Shared Task 2: Discharge Medication Recommendation for Metabolic Diseases Based on Chinese Electronic Health Records
Juntao Li, Haobin Yuan, Ling Luo et al. Communications in computer and information science, 2026. Cites: paper

Parameter-Efficient Tuned LongFormer for Diagnostic Code Classification Based on Unstructured Clinical Reports
Reshma Unnikrishnan, S. Sowmya Kamath, V. S. Ananthanarayana. Lecture notes in networks and systems, 2026. Cites: paper

Pathophysiological Mechanisms of Early-Onset Type 2 Diabetes Mellitus Complicated with Hypertension and the Potential Prognostic Value of Clinical Indicators
Lingyan Hu, Wen Zhong. Journal of Biosciences and Medicines, 2026. Cites: paper

PheCode-guided multi-modal topic modeling of electronic health records improves disease incidence prediction and GWAS discovery from UK Biobank
Ziqi Yang, Ziyang Song, Shadi Zabad et al. Briefings in Bioinformatics, 2026. Cites: paper

Phenotype Identification in Pseudo-Time Series: Exploring Trajectories in the Ageing Process
Barbara Puccio, Allan Tucker, Pierangelo Veltri. Communications in computer and information science, 2026. Cites: paper

PHRF-Net: An Interpretable Deep Learning Approach for Early Prediction of Hypoxemic Respiratory Failure After Cardiac Surgery
Jianbo Zhang, Yanhu Ge, Qing Zhao et al. Communications in computer and information science, 2026. Cites: paper

PiSO: Pipelined Selection Optimization Framework for Preprocessed Data and DL Models on ABP Estimation Using MIMIC-IV
Aruzhan Suleimenova, Barrett London Burgess, Jaemin Choi et al. IEEE Access, 2026. Cites: paper

Predictive Analytics for Cardiovascular Disease Risk Using Electronic Health Records (EHRs)
M. Jeya Sudha, D. Rajesh. Studies in systems, decision and control, 2026. Cites: paper

Privacy Meets Retrieval: The Performance Consequences of De-Identification in Retrieval-Augmented Generation
Yuxin Geng, Xuan Bi, Liu De. SSRN Electronic Journal, 2026. Cites: paper

Privacy-Preserving ETL Pipelines for Sensitive AI Systems: A Dual-Domain Evaluation Using Differential Privacy
Nandagopal Seshagiri, Pavan Nutalapati, Rakesh Keshava et al. Communications in computer and information science, 2026. Cites: paper

Privacy Protection in Recommender Systems and Mobile Crowd Sensing Using PrivFusion
Ami Choksi, Ravi M. Gulati. Lecture notes in networks and systems, 2026. Cites: paper

Secure Cloud Architecture for Privacy-Preserving Machine Learning on Electronic Health Records with Web-Based Analytics Tools
Ravi Shankar Garapati, Avinash Reddy Aitha, Sneha Singireddy. Lecture notes in computer science, 2026. Cites: paper

Self-supervised Hierarchical Representation for Medication Recommendation
Yuliang Liang, Yuting Liu, Yizhou Dang et al. Lecture notes in computer science, 2026. Cites: paper

Semantic Mediation Method Based on Natural Language Processing for Interoperability of Heterogeneous Software Systems
А. A. Selivanov, Дмитрий Валерьевич Жевнерчук, A. D. Surkov et al. Lecture notes in electrical engineering, 2026. Cites: paper

Split federated learning: an enhanced collaborative learning algorithm for ResourceLimited 6G contexts
Lakhdar Kamel Ouladdjedid, Mohammed Kamel Benhaoua. Elsevier eBooks, 2026. Cites: paper

Stress Hyperglycemia Ratio as a Predictor of All-Cause Mortality in Patients With Non-Traumatic Intracerebral Hemorrhage: From the MIMIC-IV Database
Qianmiao Zhu, Zhichao Chen, Weiqi Bian et al. Clinical and Applied Thrombosis/Hemostasis, 2026. Cites: paper

Synthetic Disease Trajectories for Predicting Chronic Kidney Disease Post-diabetes Onset
Víctor de la Oliva, David Philip Kreil, Joaquı́n Dopazo et al. Lecture notes in computer science, 2026. Cites: paper

Task-Window Validity of Pre-Induction Arterial Pressure for Hypotension Modeling in VitalDB
Ge Gao. IEEE Access, 2026. Cites: paper

Test-Time Recommendation for Safe Medication Combination
Xiaoyu Han, Yonghui Xu, Haotian Chen et al. Lecture notes in computer science, 2026. Cites: paper

The Evolution of Artificial Intelligence in Healthcare: From Rule-Based Systems to Agentic Intelligence
Raşit Dinç, Nurittin Ardıç. Springer eBooks, 2026. Cites: paper

Threats to Validity of Process Mining Research
Benoît Depaire, Henrik Leopold, Jan Mendling. Lecture notes in computer science, 2026. Cites: paper

Towards a Digital Twin for Critical Care Through Explainable Digital Human Modeling of ICU Patients
Md Sumon Ali, Mufti Mahmud. Lecture notes in computer science, 2026. Cites: paper

Towards Explainable Hospital Mortality Prediction Using Critical Care Data
Md Sumon Ali, Mufti Mahmud. Lecture notes in computer science, 2026. Cites: paper

Towards Generalizable and Explainable Early Sepsis Prediction: A Hybrid Approach Using Multi-center EHR Data and Advanced Feature Engineering
Nandibhatla Haritha, V. Lakshmi Chetana. Smart innovation, systems and technologies, 2026. Cites: paper

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