Publications citing MIMIC-III Waveform Database v1.0

AI and HPC Convergence for Enhanced Anomaly Detection
Zineb Ziani. 2025. Cites: paper

Foundation Models for Translational Cancer Biology
Kevin K. Tsang, Sophia Kivelson, Jose Miguel Acitores Cortina et al. Annual Review of Biomedical Data Science, 2025. Cites: paper

Data preservation, sharing and reuse among graduate students in Ghana
Beatrice Arthur, Yaw Ofori, Collins Arthur et al. Information Development, 2025. Cites: paper

Discovering patient groups in sequential electronic healthcare data using unsupervised representation learning
Jingteng Li, Kimberley R. Zakka, John Booth et al. BMC Medical Informatics and Decision Making, 2025. Cites: paper

The Harms of Class Imbalance Corrections for Machine Learning Based Prediction Models: A Simulation Study
Alex Carriero, Kim Luijken, Anne de Hond et al. Statistics in Medicine, 2025. Cites: paper

Semiautomated Extraction of Research Topics and Trends From National Cancer Institute Funding in Radiological Sciences From 2000 to 2020
Mark Nguyen, Peter G. Beidler, Joseph C. Tsai et al. International Journal of Radiation Oncology*Biology*Physics, 2025. Cites: paper

Transitions in intensive care: Investigating critical slowing down post extubation
Lucinda Khalil, Sandip V. George, Kate Brown et al. PLoS ONE, 2025. Cites: paper

Analysis of the correlation between the group-based trajectory modeling of serum osmolality and prognosis in patients with sepsis-associated encephalopathy at 72 h after admission
Wentao Wu, Chen Wang, Yuhua Zhang et al. BMC Infectious Diseases, 2025. Cites: paper

ARCH: Large-scale knowledge graph via aggregated narrative codified health records analysis
Ziming Gan, Doudou Zhou, Everett Neil Rush et al. Journal of Biomedical Informatics, 2025. Cites: paper

Discontinuous named entities in clinical text: A systematic literature review
Areej Alhassan, Viktor Schlegel, Monira Aloud et al. Journal of Biomedical Informatics, 2025. Cites: paper

Federated Learning and Explainable AI for Personalized Healthcare in Resource-Limited Settings
Milad Rahmati. Research Square, 2025. Cites: paper

A Comprehensive Survey of Foundation Models in Medicine
Wasif Khan, Seowung Leem, Kyle B. See et al. IEEE Reviews in Biomedical Engineering, 2025. Cites: paper

A roadmap to implementing machine learning in healthcare: from concept to practice
Adam P. Yan, Lin Lawrence Guo, Jiro Inoue et al. Frontiers in Digital Health, 2025. Cites: paper

End-User Confidence in Artificial Intelligence-Based Predictions Applied to Biomedical Data
Zvi Kam, Lorenzo Peracchio, Giovanna Nicora. International Journal of Neural Systems, 2025. Cites: paper

Association of TyG index with mortality at 28 days in sepsis patients in intensive care from MIMIC IV database
Heping Xu, Jinyuan Xie, Yan Xia et al. Scientific Reports, 2025. Cites: paper

Large language models outperform traditional structured data-based approaches in identifying immunosuppressed patients
Vijeeth Guggilla, Mengjia Kang, Melissa J Bak et al. medRxiv, 2025. Cites: paper

Spectral Attention Feature Selection for Patient Mortality Prediction
Yuzheng Yan, Ziyue Yu, Wuman Luo. International Conference on Computer Research and Development, 2025. Cites: paper

A Comprehensive Overview of Large Language Models (LLMs)
Mitat Uysal, Aynur Uysal, Yasemin Karagül -. International Journal For Multidisciplinary Research, 2025. Cites: paper

An overview of methods and techniques in multimodal data fusion with application to healthcare
Siwar Chaabene, Amal Boudaya, Bassem Bouaziz et al. International Journal of Data Science and Analytics, 2025. Cites: paper

Database Schema Matching Model Based on Multimodal Fusion Analysis
Yansheng Qu, Chao Ma, Yingxian Chang et al. Asia Conference on Information Engineering (ACIE), 2025. Cites: paper

TinyML and edge intelligence applications in cardiovascular disease: A survey
Ali Reza Keivanimehr, Mohammad Akbari. Computers in Biology and Medicine, 2025. Cites: dataset, paper

CLEAR-Shock: Contrastive LEARning for Shock
Jeong Eul Kwon, Sung Woo Lee, Su Jin Kim et al. IEEE Journal of Biomedical and Health Informatics, 2025. Cites: paper

A generalist medical language model for disease diagnosis assistance
Xiaohong Liu, Hao Liu, Guoxing Yang et al. Nature Medicine, 2025. Cites: paper

AI Advances in ICU with an Emphasis on Sepsis Prediction: An Overview
Charithea Stylianides, Andria Nicolaou, Waqar Aziz Sulaiman et al. Machine Learning and Knowledge Extraction, 2025. Cites: paper

AI-based models to predict decompensation on traumatic brain injury patients
Ricardo Ribeiro, Inês Neves, Hélder P. Oliveira et al. Computers in Biology and Medicine, 2025. Cites: paper

Can Large Language Models Replace Coding Specialists? Evaluating GPT Performance in Medical Coding Tasks
Yeli Feng. Research Square, 2025. Cites: paper

Construction of predictive model for the risk of acute lactic acidosis in patients with ischemic stroke during the ICU stay: A study based on the medical information Mart for intensive care database
Hui Wang, Yucai Wang. Journal of Clinical Neuroscience, 2025. Cites: paper

Indexing temporal relations for range-duration queries
Matteo Ceccarello, Anton Dignös, Johann Gamper et al. Distributed and Parallel Databases, 2025. Cites: paper

The Venus score for the assessment of the quality and trustworthiness of biomedical datasets
Davide Chicco, Alessandro Fabris, Giuseppe Jurman. BioData Mining, 2025. Cites: paper

A Systematic Comparison of Horizontal Federated Learning Algorithm Based on Random Forests in a Medical Setting
Andrew Cheng, Jingqing Zhang, Atri Sharma et al. Machine Intelligence Research, 2025. Cites: paper

Bio-inspired gloden jackal optimization of XGBoost model enhances 30-day sepsis mortality predictions
Hemant Kumar, Rashi Agarwal, Amit Yadav. Journal of Critical Care, 2025. Cites: paper

Individualized multi-treatment response curves estimation using RBF-net with shared neurons
Peter Chang, Arkaprava Roy. Biometrics, 2025. Cites: paper

Retrospective cohort study based on the MIMIC-IV database: analysis of factors influencing all-cause mortality at 30 days, 90 days, 1 year, and 3 years in patients with different types of stroke
Xuehui Fan, Jing Xu, Ruixue Ye et al. Frontiers in Neurology, 2025. Cites: paper

Weighted Q-learning for optimal dynamic treatment regimes with nonignorable missing covariates
Jian Sun, Bo Fu, Li Su. Biometrics, 2025. Cites: paper

External validation of AI-based scoring systems in the ICU: a systematic review and meta-analysis
Patrick Rockenschaub, Ela Marie Z. Akay, Benjamin Gregory Carlisle et al. BMC Medical Informatics and Decision Making, 2025. Cites: paper

Machine Learning-Based Prediction of ICU Readmissions in Intracerebral Hemorrhage Patients: Insights from the MIMIC Databases
Shu‐Heng Chen, Junyi Fan, Armin Abdollahi et al. medRxiv, 2025. Cites: paper

Prediction of mortality in intensive care unit with short-term heart rate variability: Machine learning-based analysis of the MIMIC-III database
Lexin Huang, Zixuan Dou, Fang Fang et al. Computers in Biology and Medicine, 2025. Cites: paper

The correlation and predictive value of Hb, RDW and their association for short-term and long-term mortality in patients with acute aortic dissection
Peng Hou, Lin Xia, Fangran Xin et al. Frontiers in Cardiovascular Medicine, 2025. Cites: paper

Open challenges and opportunities in federated foundation models towards biomedical healthcare
Xingyu Li, Lu Peng, Yu‐Ping Wang et al. BioData Mining, 2025. Cites: paper

A Contrastive Pretrain Model with Prompt Tuning for Multi-center Medication Recommendation
Qidong Liu, Zhaopeng Qiu, Xiangyu Zhao et al. ACM Transactions on Information Systems, 2025. Cites: paper

Machine learning-based scoring system to predict cardiogenic shock in acute coronary syndrome
Allan Böhm, Amitai Segev, Nikola Jajcay et al. European Heart Journal - Digital Health, 2025. Cites: paper

Application of machine learning techniques for warfarin dosage prediction: a case study on the MIMIC-III dataset
Aasim Ayaz Wani, Fatima Abeer. PeerJ Computer Science, 2025. Cites: paper

Association between serum bicarbonate and 28-day mortality in critically ill patients with infective endocarditis: a cohort study from MIMIC-IV
Yingxiu Huang, Ting Ao, Zhen Peng et al. Scientific Reports, 2025. Cites: paper

KELLM: Knowledge-Enhanced Label-Wise Large Language Model for Safe and Interpretable Drug Recommendation
Tianhan Xu, Bin Li. Electronics, 2025. Cites: paper

Achieving High Efficiency and Privacy in IoT With Federated Learning: A Verifiable Horizontal Approach
Jayabrabu Ramakrishnan. IEEE Access, 2025. Cites: paper

A Dual-Loss-GCN Model for Cuffless Blood Pressure Estimation Using Photoplethysmography
Yuanyuan Huang, Panfeng An, Keqin Zhang et al. Lecture notes in computer science, 2025. Cites: paper

Advanced heart disease risk assessment using random forest algorithm: A comprehensive predictive model
Mohammad Shahnawaz Shaikh, Praveen Kumar Patidar, Bhavesh Atulbhai Vaghela et al. AIP conference proceedings, 2025. Cites: paper

Advancements in sepsis detection: A review of supervised and unsupervised machine learning methods versus traditional approaches
Radhakrishnan Kanthavel, Ramakrishnan Dhaya. Innovation and Emerging Technologies, 2025. Cites: paper

A Framework for Advanced Case Notions in Object-Centric Process Mining
Jan Niklas van Detten, Pol Schumacher, Sander J. J. Leemans. Lecture notes in business information processing, 2025. Cites: paper

An AI-Powered Public Health Kiosk for Context-Aware Over-the-Counter Medication Guidance: An Experimental Pilot Study
Sonya Falahati, Morteza Alizadeh, Fatemeh Ghazipour et al. Journal of Advances in Information Technology, 2025. Cites: paper

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