Publications citing MIMIC-III Waveform Database v1.0

Knowledge fusion in deep learning-based medical vision-language models: A review
Dexuan Xu, Yanyuan Chen, Zhongyan Chai et al. Information Fusion, 2025. Cites: paper

AI-enabled Application Process Interface for On-device Personalized Blood Pressure Monitoring
Rajdeep Kumar Nath, Daniel Nguyen, Mohammad H. Behfar et al. IEEE Computer Society Annual Symposium on VLSI, 2025. Cites: paper

Enhancing deep neural network training through learnable adaptive normalization
Jan Benedikt Ruhland, Iraj Masoudian, Dominik Heider. Knowledge-Based Systems, 2025. Cites: paper

Large open access database of echocardiogram reports in intensive care unit patients
Gloria Hyunjung Kwak, Dana Moukheiber, Mira Moukheiber et al. Scientific Data, 2025. Cites: paper

Advancement in public health through machine learning: a narrative review of opportunities and ethical considerations
Sumit Singh Dhanda, Deepak Panwar, Chia‐Chen Lin et al. Journal Of Big Data, 2025. Cites: paper

Developing Explainable AI Models for Personalized Treatment Recommendations Using LLMs and EHR Data
Sukanth Korkanti. International Conference on Computing Technologies & Data Communication (ICCTDC), 2025. Cites: paper

Applying Smart Healthcare and ESG Concepts to Optimize Elderly Health Management
Fengyi Lin, Chin-Chiu Lee, Te-Nien Chien. Sustainability, 2025. Cites: paper

Challenges and Future Directions
Anandhavalli Muniasamy, Gauthaman Karunakaran. IGI Global eBooks, 2025. Cites: paper

Subpopulation-specific synthetic electronic health records can increase mortality prediction performance
Oriel Perets, Nadav Rappoport. JAMIA Open, 2025. Cites: paper

Optimizing fairness and utility in healthcare machine learning models
Maíra Blumer Fatoretto, Gökhan Özbulak, André Anjos et al. Applied Soft Computing, 2025. Cites: paper

All-printed chip-less wearable neuromorphic system for multimodal physicochemical health monitoring
Yongsuk Choi, Peng Jin, Sanghyun Lee et al. Nature Communications, 2025. Cites: paper

A machine learning model using clinical notes to identify physician fatigue
Chao-Chun Hsu, Ziad Obermeyer, Chenhao Tan. Nature Communications, 2025. Cites: paper

A self-supervised framework for laboratory data imputation in electronic health records
Samuel P. Heilbroner, Curtis Carter, David Vidmar et al. Communications Medicine, 2025. Cites: paper

A Survey of Static and Temporal Explainable Methods and Their Applications in Knowledge Tracing
Fan Li, Tiancheng Zhang, Yi-Fang Yin et al. Journal of Computer Science and Technology, 2025. Cites: paper

Development and validation of a modified SOFA score for mortality prediction in candidemia patients
Xiaofei Liu, Ranran Ding, Guangming Yang et al. Scientific Reports, 2025. Cites: paper

Hybrid model integration with explainable AI for brain tumor diagnosis: a unified approach to MRI analysis and prediction
D Vamsidhar, Parth Desai, Sagar Joshi et al. Scientific Reports, 2025. Cites: paper

Implicit bias in ICU electronic health record data: measurement frequencies and missing data rates of clinical variables
Junming Shi, Alan Hubbard, Nicholas Fong et al. BMC Medical Informatics and Decision Making, 2025. Cites: paper

MC-MED, multimodal clinical monitoring in the emergency department
Aman Kansal, Emma Chen, Boyang Tom Jin et al. Scientific Data, 2025. Cites: paper

Research Topics and Trends of Clinical Decision Support Systems in Intensive Care Units: A Bibliometric Analysis
Xun Deng, Lu Liu, Tingting Peng et al. Nursing in Critical Care, 2025. Cites: paper

Retracted: Privacy-Preserving Federated Learning Algorithm for Distributed Health Data Analysis
Sheela Hundekari, RVS Praveen, Anurag Shrivastava et al. International Conference on Cyber Resilience (ICCR), 2025. Cites: paper

A Unified Multi-Scenario Framework for Schema Matching based on LLM
Qiang Gao, Yunhao Xiao, Yuren Hu et al. International Joint Conference on Neural Networks (IJCNN), 2025. Cites: paper

BP-WaveNet: A Multi-Scale Attention Mechanism for Continuous Blood Pressure Prediction
Yunliang Zhou, Yong Zhou, Xiaogang Xu. International Joint Conference on Neural Networks (IJCNN), 2025. Cites: paper

CMSPA-Former: Causal Multi-Scale Pyramid Attention Former for Estimating Counterfactual Outcomes
Wendong Zhang, Haibin Peng, Zhifang Liao. International Joint Conference on Neural Networks (IJCNN), 2025. Cites: paper

Comparative study of feature extraction methods for automated ICD code classification using MIMIC-III medical notes and deep learning models
Dilek Aydoğan Kılıç, Deniz Kenan Kılıç, Izabela Ewa Nielsen. Mathematical Modelling and Numerical Simulation with Applications, 2025. Cites: paper

How Important is Domain-Specific Language Model Pretraining and Instruction Finetuning for Biomedical Relation Extraction?
Aviv Brokman, Ramakanth Kavuluru. Lecture notes in computer science, 2025. Cites: paper

Inception CNN-Transformer for Robust PPG-to-ECG Reconstruction
Sung Woo Kim, Jae Young Lee, Jong‐Suk Kim et al. International Conference on Ubiquitous Robots (UR), 2025. Cites: paper

MIPO: Mutual Integration of Patient Journey and Medical Ontology for Healthcare Representation Learning
Xueping Peng, Guodong Long, Tao Shen et al. International Joint Conference on Neural Networks (IJCNN), 2025. Cites: paper

MSTC-Net: MultiScale TransConv Network for Non-Invasive Blood Pressure Prediction
Yong Zhou, Yunliang Zhou, Xiaogang Xu. International Joint Conference on Neural Networks (IJCNN), 2025. Cites: paper

Application of Explainable Artificial Intelligence ( XAI ) Techniques in Patients With Intracranial Hemorrhage: A Systematic Review
Ali Kohan, Amir Zahedi, Roohallah Alizadehsani et al. Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery, 2025. Cites: paper

Data-driven trends in critical care informatics: a bibliometric analysis of global collaborations using the MIMIC database (2004–2024)
Xiyue Zhang, Weimin Kong, Rongfen Shi et al. Computers in Biology and Medicine, 2025. Cites: paper

Heart failure disease stratification with temporal electronic health records: Patient representation and sub-phenotypes identification
Liang Ye, Chonghui Guo, Hailin Li. Engineering Applications of Artificial Intelligence, 2025. Cites: paper

Source Stratified Machine Learning: Balancing Computational Efficiency and Performance in Cardiovascular Risk Prediction
Pınar Uskaner Hepsağ. International Symposium on Innovative Approaches in Smart Technologies (ISAS), 2025. Cites: paper

Discovering multiple antibiotic resistance phenotypes using diverse top-k subgroup list discovery
Antonio Lopez-Martinez-Carrasco, Hugo Manuel Proença, José M. Juárez et al. Artificial Intelligence in Medicine, 2025. Cites: paper

Collaborative Relation Augmentation With Hierarchical Prescription Inference for Medication Recommendation
Xiaobo Li, Xiaodi Hou, Fanjun Meng et al. IEEE Journal of Biomedical and Health Informatics, 2025. Cites: paper

SSMT-PANBERT: A single-stage multitask model for phenotype extraction and assertion negation detection in unstructured clinical text
Nour Eddine Zekaoui, Maryem Rhanoui, Siham Yousfi et al. Computers in Biology and Medicine, 2025. Cites: paper

Towards Transparent Deep Learning in Medicine: Feature Contribution and Attention Mechanism-Based Explainability
Thanveer Shaik, Xiaohui Tao, Haoran Xie et al. Human-Centric Intelligent Systems, 2025. Cites: paper

A Hybrid AutoML Ensemble Integrating Conventional Learners and Gradient-Boosting Models for Multi-Outcome Prediction in ICU Patients with Pseudomonas aeruginosa
LV Xiao-chun, Ren Qi, Zhu Lihong et al. medRxiv, 2025. Cites: paper

Enhancing early mortality prediction for sepsis-associated acute respiratory distress syndrome patients via optimized machine learning algorithm: development and multiple databases’ validation of the SAFE-Mo
Luofeng Jiang, Chuting Yu, Chaoran Xie et al. International Journal of Surgery, 2025. Cites: paper

Large models in medical imaging: Advances and prospects
Mengjie Fang, Zipei Wang, Sitian Pan et al. Chinese Medical Journal, 2025. Cites: paper

Machine Learning-Driven Data Quality Monitoring for Fault-Tolerant Data Pipelines
Sai Sukesh Reddy Tummuri. International Conference on Computational Modelling, Simulation and Optimization (ICCMSO), 2025. Cites: paper

Enhancing ABP estimation through comprehensive PPG signal analysis and advanced loss function optimization
Luisa De Palma, G. Andria, Filippo Attivissimo et al. Measurement, 2025. Cites: paper

Identification of Risk Factors and Development of Prediction Models for Glasgow Coma Scale Score Deterioration in Stroke Patients: A Study Based on the MIMIC-IV Database
Xuehui Fan, Jing Xu, Ruixue Ye et al. Journal of Intensive Care Medicine, 2025. Cites: paper

Large language models transform biological research: from architecture to utilization
Tao Wang, Zeyu Luo. Science China Information Sciences, 2025. Cites: paper

A Comprehensive PPG-based Dataset for HR/HRV Studies
Jingye Xu, Yuntong Zhang, Wei Wang et al. IEEE International Conference on Healthcare Informatics (ICHI), 2025. Cites: paper

Active Learning for Medical Text Classification: Insights from Ophthalmology and Broader Medical Domains
Luay Abdeljaber, Naif Alatrush, Sultan Alsarra et al. IEEE International Conference on Healthcare Informatics (ICHI), 2025. Cites: paper

DKGM: A diffusion knowledge graph model for medication recommendation leveraging medical and drug information
Yang Zhao, Pei Wang, Xinghua Mindy Shi. IEEE International Conference on Healthcare Informatics (ICHI), 2025. Cites: paper

Evaluating the Role of Artificial Intelligence in Making Clinical Decisions for Treating Acute Pancreatitis
Mete Tuğcan Üçdal, Amir Bakhshandehpour, Muhammed Bahaddin Durak et al. Journal of Clinical Medicine, 2025. Cites: paper

ICD Code Assignment from Clinical Text: Impact of Document Composition
Julián Prieto-Velasco, Miguel‐Ángel Sicilia, Elena García‐Barriocanal. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2025. Cites: paper

Identifying and Reducing Stigmatizing Language in Home Health Care With a Natural Language Processing–Based System (ENGAGE): Protocol for a Mixed Methods Study
Zhihong Zhang, Pallavi Gupta, Stephanie Potts‐Thompson et al. JMIR Research Protocols, 2025. Cites: paper

Investigating Transformer-Based GANs for Realistic ECG Time-Series Data Generation
Gabriel B. Moro, Joaquim Assunção, Isabel Cristina Reinheimer et al. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2025. Cites: paper

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