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

A BERTBoost Framework for Risk Stratification of Intensive Care Unit Patients Across Hospital Networks
Karansinh Rathod, Kartik Kasana, Janhvi Agrawal et al. Communications in computer and information science, 2025. Cites: paper

Explainable AI for infection prevention and control: modeling CPE acquisition and patient outcomes in an Irish hospital with transformers
Minh-Khoi Pham, Tai Tan Mai, Martin Crane et al. BMC Medical Informatics and Decision Making, 2025. Cites: paper

OMG-RL: Offline Model-based Guided Reward Learning for heparin treatment
Yooseok Lim, Sujee Lee. Biomedical Engineering Advances, 2025. Cites: paper

Pseudo-labeling and knowledge-guided contrastive learning for radiology report generation
Fan Ye, Xuan Zi Hu, Yihao Ding et al. Journal of Biomedical Informatics, 2025. Cites: paper

Advanced Stress Classification and Vital Signs Forecasting for IoT-Health Monitoring
Abubakar Danasabe, Md Moazzem Hossain, F.M. Jahiduzzaman et al. IEEE International Conference on E-health Networking, Application & Services (HealthCom), 2025. Cites: paper

Early Prediction of Multi-Label Care Escalation Triggers in the Intensive Care Unit Using Electronic Health Records
Syed Ahmad Chan Bukhari, Amritpal Singh, Shifath Hossain et al. IEEE International Conference on E-health Networking, Application & Services (HealthCom), 2025. Cites: paper

Exploring the therapeutic effects of continuous kidney replacement therapy in patients with severe acidosis using deep learning-based causal inference
Min Woo Kang, Sehoon Park, Yong Chul Kim et al. Scientific Reports, 2025. Cites: paper

Towards deployment-centric multimodal AI beyond vision and language
Xianyuan Liu, Jiayang Zhang, Shuo Zhou et al. Nature Machine Intelligence, 2025. Cites: paper

Adaptive resource aware and privacy preserving federated edge learning framework for real time internet of medical things applications
Khalid Mahmood, Sonia Khan, Maha Abdelhaq et al. Scientific Reports, 2025. Cites: paper

LLM-augmented multi-agent cooperative framework for medical case retrieval in cardiology
Lang Deng, Huanhuan Hu, Kongjie Lu et al. Journal of King Saud University - Computer and Information Sciences, 2025. Cites: paper

Multi-Label Clinical Text Classification Under Class Imbalance: A GRU-Based Study on MIMIC-III
Manale Chakir, Naji Abdelwahab. International Conference on Intelligent Systems: Theories and Applications, 2025. Cites: paper

Unlocking Potential of Generative Large Language Models for Adverse Drug Reaction Relation Prediction in Discharge Summaries: Analysis and Strategy
Yen Ling Koon, Hui Xing Tan, Desmond Chun Hwee Teo et al. Clinical Pharmacology & Therapeutics, 2025. Cites: paper

A High-Throughput Platform to Bench Test Smartphone-Based Heart Rate Measurements Derived from Video
Ming‐Zher Poh, Jonathan Wang, Jonathan Hsu et al. IEEE International Conference on Computer Vision Workshops, 2025. Cites: paper

An Energy Efficient Regressive Spiking Neural Network for PPG-Based Blood Pressure Estimation
Yuxiang Cai, Yanhang Chen, Yifei Fan et al. Proceedings of IEEE Sensors/Proceedings of IEEE Sensors ..., 2025. Cites: paper

Medical Domain Knowledge Collaborative Graph Learning for Healthcare Event Prediction
Usman Naseem, Junaid Rashid, Haohui Lu et al. Expert Systems, 2025. Cites: paper

Artificial intelligence-based models for clinical prognosis at the end of life in the ICU
Mariana González Garcés, Juanita Valencia García, Jerónimo Cárdenas Montoya et al. International Journal of Medical Informatics, 2025. Cites: paper

Graph Attention-Based Multi-head Voting Strategy for Unsupervised Ranking in Medication Recommendation
Yanda Wang, Lin Yue, Ying Li. Lecture notes in computer science, 2025. Cites: paper

TriMedPrompt: A unified prompting framework for realistic and layout-conformant clinical progress note synthesis
Garapati Keerthana, Manik Gupta. Journal of Biomedical Informatics, 2025. Cites: paper

Artificial intelligence and healthcare: a critical review of the current state and future directions
K. P. Swain, Soumya Ranjan Nayak, S.K. Swain. Elsevier eBooks, 2025. Cites: paper

Association of serum bicarbonate with 28-day and 90-day mortality in patients with epilepsy and concurrent sepsis: a retrospective cohort study
Yichen Liu, Shuchang Zhou, Yingchun Mao et al. Frontiers in Neurology, 2025. Cites: paper

Deep learning models for ICU readmission prediction: a systematic review and meta-analysis
Emanuele Koumantakis, Konstantina Remoundou, Nicoletta Colombi et al. Critical Care, 2025. Cites: paper

Non-Invasive Blood Pressure Prediction from PPG: A Reinforcement Learning-Gated Mixture of Experts Approach
Ziyou Li, Bixia Tang, Yumeng Liu et al. International Conference on Machine Learning and Computer Application (ICMLCA), 2025. Cites: paper

Predictive modeling for heart disease using machine learning: techniques, applications, and future directions
Mohammad Shahnawaz Shaikh. Elsevier eBooks, 2025. Cites: paper

Augmented-GPT: Leveraging Generative AI Agent for Synthesizing Biomechanical Features for Transformer Model
Van Vinh Pham, Minh Tai Pham Nguyen, Trong Nhan Le. International Conference on Advanced Technologies for Communications, 2025. Cites: paper

Federated Learning of Dynamic Bayesian Network via Continuous Optimization From Time Series Data
Jianhong Chen, Ying Ma, Xubo Yue. IEEE Transactions on Artificial Intelligence, 2025. Cites: paper

Machine learning enhanced acute heart failure phenotype prediction using natural language processing and random forest
Pei-Hsuan Chang, Feng‐Ching Liao, Yi-Ching Wu et al. Frontiers in Artificial Intelligence, 2025. Cites: paper

Continuous Blood Pressure Dataset Featuring Arrhythmia and Diverse Baselines for Blood Pressure Estimation
Shuangdu Li, Ziyou Li, Yixuan Li et al. Lecture notes in computer science, 2025. Cites: paper

Graph Inference Towards ICD Coding
Xiaoxiao Deng. International Conference on Artificial Intelligence and Automation Control (AIAC), 2025. Cites: paper

Machine learning for survival analysis: a comparative study on intensive care unit (ICU) patient data and simulations
Lukáš Boček, Lubomír Štěpánek. Annals of Computer Science and Information Systems, 2025. Cites: paper

PPG-based continuous arterial blood pressure estimation via multi-scale cross attention fusion
Zhonghe Tian, Aiping Liu, Junxin Chen et al. Biomedical Signal Processing and Control, 2025. Cites: paper

Predicting Behavioral Determinants of Health from Clinical Text Using Transformer Models and BiLSTM
Saad Althabiti, Chuming Chen, Cathy H. Wu et al. medRxiv, 2025. Cites: paper

Democratizing Federated Learning: “FL-Insight” as an Interactive Visual Demonstrator for SME Adoption
Thomas Van den Bossche, Laurens Van de Perre, Abasin Abdul Khalil. International Conference on Federated Learning Technologies and Applications (FLTA), 2025. Cites: paper

Evaluating Multi-Level LLM Integration for Interpretable Medication Recommendation via Graph-Based Clinical Modeling
Mayssa Kilani, Sarra Laaouar, Nacim Yanes. IEEE Afro-Mediterranean Conference on Artificial Intelligence (AMCAI), 2025. Cites: paper

Foundation Model for Medical Imaging: A Comprehensive Review
Licheng Jiao, Jingyi Yang, Ruiyang Li et al. IEEE Transactions on Artificial Intelligence, 2025. Cites: paper

Machine Learning for Warfarin Therapy: A Systematic Review
Pavol Fülöp, Štefan Tóth, Tibor Porubän et al. Pharmaceuticals, 2025. Cites: paper

Efficient mortality prediction for acute respiratory failure: a resource-constrained machine learning approach using MIMIC databases
Muhammad Talha Khan, Maryam Gulzar, Arshad Ali et al. Artificial Intelligence Review, 2025. Cites: paper

Glucocorticoid use and 28-day mortality in sepsis: A retrospective analysis of the MIMIC-III database
Dongsheng Yang, Chunfa Jiang, Zhangzhang Xiao. Respiratory Medicine, 2025. Cites: paper

Accurate prediction of sepsis from pediatric emergency department to PICU using a machine-learning model
Xuan Shi, Xuying Wang, Haomei Yang et al. Frontiers in Pediatrics, 2025. Cites: paper

DCMHTS: a deep clustering model for healthcare based on trigger service
Soumia Benkou, Ahmed Asimi. Network Modeling Analysis in Health Informatics and Bioinformatics, 2025. Cites: paper

Healthcare 5.0-Driven Clinical Intelligence: The Learn-Predict-Monitor-Detect-Correct Framework for Systematic Artificial Intelligence Integration in Critical Care
Hanene Boussi Rahmouni, Nesrine Ben El Hadj Hassine, Mariem Chouchen et al. Healthcare, 2025. Cites: paper

Recent approaches of artificial intelligence in intensive care unit: A review
Ujwal A. Havelikar, Aditya Bembde, Deveshri Patil et al. Intelligent Hospital, 2025. Cites: paper

Adversarial prompt and fine-tuning attacks threaten medical large language models
Yifan Yang, Qiao Jin, Furong Huang et al. Nature Communications, 2025. Cites: paper

AI-driven wearable health devices with health-aware control and secure Prognostics: Experimental and Simulation-Based Validation
Alok Kumar Jain, Suman Bhullar. Array, 2025. Cites: paper

ECG Signal Classification for Heart Disease Detection: A Systematic Review and Future Directions
Mohammad Zuhair Abo Hadba, Amira J. Zaylaa, Mohammad Ayache. International Conference on Advances in Biomedical Engineering (ICABME), 2025. Cites: paper

First Steps in Radiology Research: Guide for Radiology Trainees
Vera Sorin, Nicole Dittrich Hosni, Shehbaz Mohd Salim Ansari et al. Radiographics, 2025. Cites: paper

Lymphocyte level is a potential biomarker for the neonatal apnea risk and the length of intensive care unit stay in neonates
Yi Xie, Xiang-jin Qiu. Respiratory Medicine, 2025. Cites: paper

Machine Learning Driven Symptoms Diagnosis System
Ziad F. Doughan, Rami Hammoud, Mohammad-Daoud Ghalayini et al. International Conference on Advances in Biomedical Engineering (ICABME), 2025. Cites: paper

Predicting atrial fibrillation in patients with acute respiratory failure using machine learning: application of the MIMIC-III and MIMIC-IV datasets
Rixuan Li. Frontiers in Cardiovascular Medicine, 2025. Cites: paper

StructCare: Dynamic graph structure learning for enhancing context-aware healthcare
Qizheng Sun, Xiang Li, Chuankun Duan et al. Expert Systems with Applications, 2025. Cites: paper

Towards LLM-Guided Healthcare Dataset Harmonization
Christos V. Smailis, Ordonez Carlos, Ioannis A. Kakadiaris. IEEE International Conference on Data Science and Advanced Analytics (DSAA), 2025. Cites: paper

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