Publications citing MIMIC-III Waveform Database v1.0

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

Assessment, Intervention, and Ethical Considerations of Artificial Intelligence for Depression and Suicide Risk: A Scoping Review
Chul‐Hyun Cho, Yong‐Ku Kim. Psychiatry Research, 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

DyMHGRec: Multi-channel hypergraph neural network medication recommendation model based on dynamic perception
Qianqian Wang, Zijun Hu, Chao Che et al. Neurocomputing, 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

MDeID: A dataset for multilingual medical de-identification
Risha Surana, Rodolfo Quispe, Alistair E. W. Johnson et al. Journal of Biomedical Informatics, 2026. Cites: paper

Stress Testing a Physics-Constrained Arterial-Pressure Twin Candidate: Reconstruction, Forecasting, Uncertainty, and Identifiability from Photoplethysmography
Ahmed Faeq Hussein. Results in Engineering, 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

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

Explainable Machine Learning for Prediction of Future High-Severity States Using Longitudinal APACHE-II Trajectories: Internal Validation and Cross-Cohort Portability Assessment
İrem Akpolat, Fatma Çelik. Diagnostics, 2026. Cites: paper

Healthcare bias estimation with XAI model for clinical workflow
Vijay R Sonawane, Ved Prakash Mishra, Bhushankumar Narayan Shinde et al. Intelligence-Based Medicine, 2026. Cites: paper

Personalised Drug Recommender Systems based on Electronic Health Records: Reproducibility and External Validity
Archie Carpenter, Dietmar Jannach. ACM Conference on Recommender Systems (RecSys), 2026. Cites: paper

Joint effect of triglyceride-glucose index and low-density lipoprotein cholesterol on mortality and days alive out of hospital in acute stroke: a multi-center machine learning-based cohort study
Wen-Liang Shuai, Li-Xuan Fang, Jia-Jun Qiu et al. Diabetes Research and Clinical Practice, 2026. Cites: paper

Performance evaluation of ARIMA, VAR, ANN, GRU, and LSTM for multivariate healthcare time-series prediction: a rigorous, reproducible benchmarking study with ablation analysis on MIMIC-III and eICU
Md. Tazul Islam, Muhammad Hanif, Samuel Kim. Frontiers in Artificial Intelligence, 2026. Cites: paper

An Improved Secure Blockchain‐Based Remote Patient Monitoring System With Role‐Based Access Control Using IPFS
Hoc Minh Le, Özgür Öksüz. Concurrency and Computation Practice and Experience, 2026. Cites: dataset

Do Clinical Notes Improve ICU Mortality Prediction? A Controlled Comparison of Structured and Multimodal EHR Fusion Strategies
Ashish Katyal. Research Square, 2026. Cites: paper

RTSANet: learning sequential-attentive hybrid networks for drug information-enhanced medication recommendation
Yuanyuan Zhang, Zhennuo Wang, Shuang Du et al. Computer Methods in Biomechanics & Biomedical Engineering, 2026. Cites: paper

Toward Clinically Interpretable Perioperative Decision Support: Explainable Machine Learning for 30-Day Postoperative Mortality Prediction
Mubashir Farooq, Asif Ali Banka. The American Surgeon, 2026. Cites: paper

From discrete visits to latent health state modeling for medication recommendation
Xiaobo Li, Yijia Zhang. Information Processing & Management, 2026. Cites: paper

From transformer to large language models for automated generation of hospital discharge summaries: a systematic review
Bhuvaneswari Sivagnanam, Saranya Rajiakodi, Rizwan Suliankatchi Abdulkader et al. Network Modeling Analysis in Health Informatics and Bioinformatics, 2026. Cites: paper

Improving Machine Learning and Deep Learning Models for 30-Day ICU Readmission Prediction Using Ensemble Bayesian Model Averaging
Emanuele Koumantakis, Konstantina Remoundou, Carmen Fava et al. Epidemiology Biostatistics and Public Health, 2026. Cites: paper

A Dual-Loop Task-Orthogonal Framework for Sequential Multitask Learning in Echo State Networks
Syeda Shamaila Zareen, Junsong Wang, Hong Wang et al. International Journal of Neural Systems, 2026. Cites: paper

Análise Estatística e Comparativa de Algoritmos de Machine Learning para Predição de Mortalidade em Unidades de Terapia Intensiva
Regisson Cesar Pereira de Aguiar, Roberta Fagundes. Revista de Engenharia e Pesquisa Aplicada, 2026. Cites: paper

Privacy-Preserving NLP for a Low-Resource Language: Benchmarking LLM-Based Personally Identifiable Information Anonymization in Slovene
Nenad Jakovchevski, Matej Martinc. Lecture notes in computer science, 2026. Cites: paper

Break the Glass in OBDA
Divya Baura, Diego Calvanese. Lecture notes in computer science, 2026. Cites: paper

GENESIS-SHIELD: an interpretable ensemble for anomaly detection in CRISPR genomic-workflow security
C Prabakaran, R. Kannadasan. Frontiers in Artificial Intelligence, 2026. Cites: paper

Machine Learning and High-Fidelity Data in Medicine and Surgery
Rohit S. Loomba, Saul Flores, Izzet Turkalp Akbasli et al. IntechOpen eBooks, 2026. Cites: paper

Natural language processing for drug discovery
Pankaj Tyagi, Ankish Arya, Prabhat Tripathi et al. Elsevier eBooks, 2026. Cites: paper

Physiologically-aware data generation: A differentiable HMM and frequency-domain Transformer GAN approach
Arbia Boudaoud, Salheddine Kabou. Biomedical Signal Processing and Control, 2026. Cites: paper

Significance of a Classification Scheme for Assessing Evidence Quality in AI Systems
Silvio Andrae. IGI Global eBooks, 2026. Cites: paper

Unsupervised state-learning for multivariate time series data: a survey and practical guidelines
Phillip Johann Overlöper, C. Coelho, Oliver Niggemann. Artificial Intelligence Review, 2026. Cites: paper

Cue-Based Narrative Defect Detection for Medical Record Quality Control: A Monte Carlo Simulation Study Comparing Cue Rules, TF-IDF Baselines and a Learned Classifier (Preprint)
Xiaoming Xu. 2026. Cites: paper

Deterministic and stochastic interventions in reducing drug–drug interactions in inappropriate prescribing: A systematic review
Muhammad Fahmi Ahmad Zuber, Nur Aishah Che Roos, Ruzanna Mat Jusoh et al. PLoS ONE, 2026. Cites: paper

Cited by