Publications citing MIMIC-III Waveform Database Matched Subset v1.0

Causality-informed models for multidrug-resistant organism prediction: Enabling effective ICU antibiotic stewardship
Linna Wang, Xinyu Guo, Yimin Chen et al. International Journal of Antimicrobial Agents, 2026. Cites: paper

Early transthoracic echocardiography improves in-hospital mortality and fluid resuscitation in septic ICU patients with impaired cardiac function
Zhiyuan Ma, Cyrus P Elmi, Mahesh Krishnamurthy et al. Heart & Lung, 2026. Cites: paper

Semantic foundations for digital twins: the contribution of ontological analysis
Mohammed Elhajj. Frontiers in Computer Science, 2026. Cites: paper

A clinical environment simulator for dynamic AI evaluation
Luyang Luo, Sung Eun Kim, Xiaoman Zhang et al. Nature Medicine, 2026. Cites: paper

Artificial intelligence and machine learning in cardiovascular medicine: current applications, clinical evidence, and future directions
Vaibhav Sharma, Gurpreet Kaur Chawla, Shreyashi Kukreti et al. Exploration of Medicine, 2026. Cites: paper

Detection and Defense Against Backdoor Attacks in Large Language Models Based on Repeated Words Analysis
Chuan Zhang, Xiaolong Tao, Baokun Zheng et al. Chinese Journal of Electronics, 2026. Cites: paper

FedSpy-LLM: Towards Scalable and Generalizable Data Reconstruction Attacks from Gradients on LLMs
Syed Irfan Ali Meerza, Feiyi Wang, Jian Liu. IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 2026. Cites: paper

LLM Augmented Intervenable Multimodal Adaptor for Post-operative Complication Prediction in Lung Cancer Surgery
Shubham Pandey, Bhavin Jawade, Srirangaraj Setlur et al. IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW), 2026. Cites: paper

Towards Enhancing Healthcare Data Privacy: Integrating BioClinicalBERT With Polyalphabetic Cipher for Entity Recognition and Anonymization
Deblina Mazumder Setu, Tania Islam, MM Rahman et al. Engineering Reports, 2026. Cites: paper

Advances in principles and technologies of non-mechanical blood pressure monitoring
Zixin Zheng, He Hao, Yiwen Huang et al. npj Cardiovascular Health, 2026. Cites: paper

ARTIFICIAL INTELLIGENCE IN FORENSIC MEDICINE AND PHARMACOLOGY: INTERNATIONAL APPROACHES AND GUIDELINES FOR KAZAKHSTAN IN THE ANALYSIS OF NOVEL PSYCHOACTIVE SUBSTANCES. LITERATURE REVIEW
M.N. Lepesbayev, D Tarzhanova, Zhanetta Mukanova et al. Ġylym men densaulyķ saķtau., 2026. Cites: paper

Association of gastric-acid suppressants with sedatives and analgesics in intensive care patients: A retrospective cohort study
Wei Huang, Yile Chen, Ying Chen et al. European Journal of Pharmacology, 2026. Cites: paper

BCG-BP-FSNet: A few-shot learning framework for personalized, non-invasive blood pressure prediction based on ballistocardiogram
Yuchen Zhang, Rui Jiang, Yi Pan et al. Biomedical Signal Processing and Control, 2026. Cites: paper

Predictive value of red cell distribution width to albumin ratio for acute kidney injury in patients with acute pancreatitis
Jin Zhao, Yuan Peng, Chenyang Xu. PLoS ONE, 2026. Cites: paper

SynthEHR-eviction: enhancing eviction SDoH detection with LLM-augmented synthetic EHR data
Zonghai Yao, Youxia Zhao, Avijit Mitra et al. npj Digital Medicine, 2026. Cites: paper

A Hybrid Language Framework for Ontology-Based Clinical Concept Extraction
Behnaz Eslami, Dmitriy Dligach, Nazanin Azarvash et al. Journal of Healthcare Informatics Research, 2026. Cites: paper

Artificial Intelligence Applications for Automated Data Extraction and Secondary Use of Clinical Information in Uro-oncology: A Systematic Review
Julian Greß, Gordon Otto, Sebastian Sommer et al. European Urology Open Science, 2026. Cites: paper

Co-Creation by Human–AI Sophimatics Framework and Applications
Gerardo Iovane, Giovanni Iovane. Algorithms, 2026. Cites: paper

Enhancing text-to-structured query language translation for seamless electronic medical record access
B. Gomathi, Saravana Balaji B, Omar Khattab et al. PeerJ Computer Science, 2026. Cites: paper

Predicting ICU Readmission Afte Intracerebral Hemorrhage: A Deep Learning Framework Using MIMIC Time-Series Data
Sergio Celada-Bernal, Alejandro Piñán-Roescher, Ruymán Hernández-López et al. Applied Sciences, 2026. Cites: paper

Critical value of platelet transfusion to reduce the risk of death in aortic dissection (AD) patients: a study based on the MIMIC-IV database
Hejia Wan, Bingqi Wei, Haihong Yang et al. Acta cardiologica. Supplementum, 2026. Cites: paper

Digital Twins in Neonatology: Current Applications and Future Directions: A Narrative Review
Dimitra Savvidou, Niki Dermitzaki, Maria S. Baltogianni et al. Applied Sciences, 2026. Cites: paper

Prognostic Value of Blood Urea Nitrogen for Acute Kidney Injury and Mortality in Vasculitis: A Large Cohort Study Using Multivariate Joint Model and Machine Learning
Si Chen, Rongfeng Liu, Yongzhi Zhang et al. Diagnostics, 2026. Cites: paper

Robust drug recommendation based on patient status awareness and unbiased prediction
Gangfeng Ma, Xilin Wen, Xu-Hua Yang et al. Information Processing & Management, 2026. Cites: paper

Cardiac health assessment across scenarios and devices using a multimodal foundation model pretrained on data from 1.7 million individuals
Xiao Gu, Wei Tang, Jinpei Han et al. Nature Machine Intelligence, 2026. Cites: paper

Explainable multimodal deep learning models for variable-length sequences in critically ill patients
Jennifer Martin, Majid Afshar, Askar Safipour Afshar et al. Journal of Biomedical Informatics, 2026. Cites: paper

ICD coding of death certificates with generative language models
Isabel Coutinho, Gonçalo M. Correia, Bruno Martins et al. PLOS Digital Health, 2026. Cites: paper

Improving Automatic Medical Coding Performance Through Code Hierarchy and Co-Occurrence
Yirui Dong, Haitao Zhang, Liang Dong et al. International Conference on Machine Intelligence Theory and Applications (MiTA), 2026. Cites: paper

Improving ICU Mortality Prediction via Meta-Learning and Explainable AI: A MetaCost and LIME Approach
F.I. Kaya. Karadeniz Fen Bilimleri Dergisi, 2026. Cites: paper

Integration of the A7-HBM-ΩΦ Model with the Pellis Golden Biomedical Function (PGFF): Experimental Validation Using Seven Independent Datasets Including Simultaneous EEG-ECG Recordings from Healthy, Epileptic, and Cardiac Patients
Yazeed Mohammed Al-Olofi. Research Square, 2026. Cites: paper

RuralFed: Lightweight Federated Learning for Privacy-Preserving Healthcare AI in Rural Hospitals
Parthiv Gopa, T Grace Shalini, Mahendrakar Ashok Vaishnavi et al. International Conference on Visual Analytics and Data Visualization (ICVADV), 2026. Cites: paper

MERAC: Multimodal fusion of ECG and clinical report with local–global encoding for arrhythmia classification
Yunjie Jiang, Nan Wang, Qin Guo et al. Computational Biology and Chemistry, 2026. Cites: paper

Secondary use of health data: applications, models, algorithms, and ethical considerations
Mahmoud Soliman, Omar Abdelziz, Ahmed A. Radwan et al. AI and Ethics, 2026. Cites: paper

Large language models in radiogenomics: a comprehensive survey of applications from imaging to genetics
Muhammad Nadeem Cheema, Anam Nazir, Arif O. Harmanci et al. The Visual Computer, 2026. Cites: paper

Prognostic value of a mortality risk nomogram model for sepsis combined with COPD patients based on the MIMIC-III database
Fenmei Shi, Xuelian Huang, Jun Peng et al. Internal and Emergency Medicine, 2026. Cites: paper

Association between serum bicarbonate and 30-day mortality in critically Ill patients with influenza: A retrospective cohort study from MIMIC-IV database
Yingxiu Huang, Ting Ao, Ming Hu et al. Medicine, 2026. Cites: paper

Blockchain-driven vocational higher education framework for industry-academia-research collaboration within digital public health context
Hu Nan, Zheng Bing. Frontiers in Public Health, 2026. Cites: paper

Blood pressure estimation using single photoplethysmography signal based on ResNet-BiGRU
Gongwei Fan, Yuhao Pang, Wei Zheng et al. Biomedizinische Technik/Biomedical Engineering, 2026. Cites: paper

Fine-tuning foundational models to code diagnoses from veterinary health records
Mayla R. Boguslav, Adam Kiehl, David Kott et al. PLOS Digital Health, 2026. Cites: paper

Identifying pertinent cohorts and addressing imbalance for robust intensive care survival analysis
Awais Ahmed, Xiaoyang Zeng, Rui Xi et al. Engineering Applications of Artificial Intelligence, 2026. Cites: paper

MHDash: An Online Platform for Benchmarking Mental Health–Aware AI Assistants
Yihe Zhang, Finn Mohawk, Kaiying Han et al. IEEE SoutheastCon, 2026. Cites: paper

Enhancing survival analysis through federated learning in non-IID and scarce data scenarios
Patricia A. Apellániz, Juan Parras, Santiago Zazo. Computers in Biology and Medicine, 2026. Cites: paper

Knowledge -driven hierarchical concept clustering for interpretable data analysis
Ning Kang, Li Zou, Kuo Pang et al. Knowledge-Based Systems, 2026. Cites: paper

Prospective Multicenter Validation of Machine Learning Models for Mortality Prediction in Adult Critically Ill Patients using Transfer Learning
Ioannis Papapanagiotou, Charikleia S. Vrettou, Μαρία Θεοδωρακοπούλου et al. Research Square, 2026. Cites: paper

Research Protocol - Validation of Topological Saturation (v7c Model) as a Predictor of Hemodynamic Collapse and Mortality in Sepsis: A Retrospective Cohort Study in MIMIC‑III
Vicente Merino Gallardo. Research Square, 2026. Cites: dataset, paper

Contributions of Artificial Intelligence to Decision Making in Nursing: A Scoping Review
Filipe Fernandes, Lucy Shinners, Mauro Mota et al. Nursing and Health Sciences, 2026. Cites: paper

Representation Before Retrieval: Structured Patient Artifacts Reduce Hallucination in Clinical AI Systems
Joe Scanlin, Armando Gutiérrez Cuesta, Martin Varsavsky. medRxiv, 2026. Cites: paper

CardioEHR: A longitudinal electronic health record dataset of cardiovascular patients from central China
Lingfeng Zha, Chengbo Fu, Xue Sha et al. Scientific Data, 2026. Cites: paper

Unsupervised identification of sepsis subpopulations in the eICU database: A multi-method clustering approach with validation
Hanwen Ju, Joel A. Dubin. Computers in Biology and Medicine, 2026. Cites: paper

ContraIndicator: A Natural Language Processing-Based Approach to Potential Drug–Drug Interaction Detection in Pediatric Intensive Care
Pradeep Singh, Akshaya Devadiga, Ridam Pal et al. Clinical Drug Investigation, 2026. Cites: paper

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