Publications citing MIMIC-III Waveform Database v1.0

A narrative review of methods for estimating blood pressure waveforms from photoplethysmography
Bartosz Olszewski, Cyprian Mataczyński, Ziemowit Ostrowski et al. Journal of Clinical Monitoring and Computing, 2026. Cites: dataset, paper

Brain-inspired offline reinforcement learning in sepsis prognosis
Xiaodan Wu, Ruichang Li, Changqing Cheng et al. IISE Transactions on Healthcare Systems Engineering, 2026. Cites: paper

Omni-ARMD: an integrated genomic and clinical knowledgebase bridging clinical phenotypes and molecular determinants of antimicrobial resistance
Hai Tang, Xiaoying Xie, Shikang Zheng et al. Nucleic Acids Research, 2026. Cites: paper

Evaluating Context-Aware Deep Learning Architectures for Irregularly Sampled Multivariate Clinical Time Series
Guadalupe Ana Gabriela Martinez-Hernandez, Ricardo Menchaca-Méndez, Rolando Menchaca-Méndez. Communications in computer and information science, 2026. Cites: paper

Deferral-Rule Geometry, Not Multidimensional Reliability, Explains Selective-Prediction Gains in Clinical AI: A Three-Database Intensive Care Study
Yunguo Yu, Bernardo Gabriele Collaço, S. Prabha et al. Bioengineering, 2026. Cites: paper

Federated Learning for Early Prediction of Cardiovascular Disease in Privacy-Constrained Healthcare Environments
Nitya Puspaceno, Muhammad Arifur Rahman, Mufti Mahmud et al. Communications in computer and information science, 2026. Cites: paper

Radar-based cuffless blood pressure monitoring: a comprehensive review
Hoang Thi Yen, Nguyen Duc Thanh, Văn Phúc Hoàng et al. Measurement, 2026. Cites: paper

Remote Patient Monitoring Systems Using AI-Enabled Wearables
Mohammad Nasar. Advances in computational intelligence and robotics book series, 2026. Cites: paper

Retrieval-augmented generation in biomedicine: a survey of technologies, datasets, and clinical applications
Jiawei He, Boya Zhang, Hossein Rouhizadeh et al. Artificial Intelligence Review, 2026. Cites: paper

Application of machine learning prediction models for in-hospital mortality in diabetic sepsis patients: a study based on the MIMIC IV database
Zongxin Shen, Haijiao Zhang, Yu Wang. BMC Medical Informatics and Decision Making, 2026. Cites: paper

Evidence-Grounded Retrieval- Augmented Generation and Knowledge-Graph Grounding for Patient-Safety Reasoning: A Comparative Evaluation
Sharare Taheri Moghadam, Md Shafiqur Rahman Jabin. Research Square, 2026. Cites: paper

MACRA: a training-free multi-agent framework for reliable and cost-aware clinical summarization
PeiCheng Yin, Changpeng Zhu, Wei Tao. The Journal of Supercomputing, 2026. Cites: paper

A privacy-preserving hybrid generative framework integrating diffusion and transformer models for synthetic healthcare data generation
Anuj Mangal, Premkumar Lalchandani, P. Ila Chandana Kumari et al. Journal of Data Information and Management, 2026. Cites: paper

Unlocking Practical Cardiac Monitoring Capabilities on True Wireless Stereo Earbuds
Yongjian Fu, Ke Sun, Xinyu Zhang et al. ACM Annual International Conference on Mobile Computing and Networking (MobiCom), 2026. Cites: paper

Ontology-anchored inference chain reasoning: A neuro-symbolic approach to cross-lingual disease diagnosis coding
薛敬进, Pengli Lu. Applied Soft Computing, 2026. Cites: paper

Toward a Common Language for Trustworthy AI in Healthcare
Michael S. Ramirez Campos, Rebecca Elliott, Thomas E. Doyle. Research Square, 2026. Cites: paper

WarfaRisk: A Reproducible, Fairness-Aware Machine Learning Pipeline for Warfarin Dose Prediction (Prototype)
Hassan Barmandah, Siraj Aldeen Marghalani, Omar A. Bawazir et al. AI, 2026. Cites: paper

Evidence-Grounded Large Language Model Reasoning for Patient Safety Using Knowledge Graphs and Retrieval-Augmented Generation: Development and Evaluation Study
Sharare Taheri Moghadam, Md Shafiqur Rahman Jabin. Research Square, 2026. Cites: paper

Perioperative predictive analytics and artificial intelligence in anesthesiology: a systematic review of clinical applications and outcomes
Daniel Tevar Flores, Nekari De Luis-Cabezón, Alfredo Abad Gurumeta et al. Perioperative Care and Operating Room Management, 2026. Cites: paper

Relationship extraction for adverse drug events in clinical notes using large language models: a retrospective cross-sectional study
Joseph Michael Plasek, Yiming Li, Mary G. Amato et al. EBioMedicine, 2026. Cites: paper

OmniTFT: an EHR-driven multi-target forecasting model for ICU clinical decision support systems
Wanzhe Xu, Yutong Dai, Yitao Yang et al. Frontiers in Digital Health, 2026. Cites: paper

A data augmentation-based deep reinforcement learning approach for high-risk states avoidance in sepsis treatment
Qiwei Zhang, Bin Lin, Yunlong Liu. Applied Intelligence, 2026. Cites: paper

Beyond Mean Absolute Error: Ancestry-Stratified Calibration and Explainability for Warfarin Dosing Models
Hassan Barmandah, Omar A. Bawazir, Siraj Aldeen Marghalani et al. Journal of Personalized Medicine, 2026. Cites: paper

Demographic subgroup-aware analysis of blood pressure predictive models
Blessing Kolawole, Sinuo Fan, Yingjie Lao et al. PLOS Digital Health, 2026. Cites: paper

Leakage-Aware Evaluation of Brazilian Clinical Notes for ICU Mortality Prediction: A Study on the BRATECA Dataset
Felipe André Bach Alves, Heloísa Oss Boll, Mariana Recamonde‐Mendoza. Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana (STIL), 2026. Cites: paper

Modeling Patient Care Pathways as Markov Chains
Noorjahan Siddiqui. IGI Global eBooks, 2026. Cites: paper

Multi-environment evaluation and decision-level analysis of clinical prediction models under dataset shift
Jorge Robalino-Díaz, Alejandro Cabrera‐Andrade, Ana Karina Zambrano et al. Frontiers in Digital Health, 2026. Cites: paper

Stochastic Processes for Adaptive Healthcare Systems
Shivansu Sachan. IGI Global eBooks, 2026. Cites: paper

SIGNAL-QUALITY-AWARE ECG–PPG FUSION FOR EARLY FLAGGING OF SIMULATED HEMODYNAMIC INSTABILITY DURING HEMODIALYSIS
Temurbek Reyimberdiyev. 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

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

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

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

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