Publications citing MIMIC-III Waveform Database v1.0

Personalized Federated Graph Learning on Non-IID Electronic Health Records
Tao Tang, Zhuoyang Han, Zhen Cai et al. IEEE Transactions on Neural Networks and Learning Systems, 2024. Cites: paper

An Intelligent Matching Tool for the Integration of Critical Care Databases
Tailai Ding, Zunliang Wang, Mengting Xue et al. International Conference on Biomedical Engineering and Applications (ICBEA), 2024. Cites: paper

Co-Occurrence Graph-Enhanced Hierarchical Prediction of ICD Codes
Soha Sadat Mahdi, Eirini Papagiannopoulou, Nikos Deligiannis et al. IEEE International Conference on Acoustics Speech and Signal Processing, 2024. Cites: paper

Development and Validation of an Interpretable Conformal Predictor to Predict Sepsis Mortality Risk: Retrospective Cohort Study
Meicheng Yang, Hui Chen, Wenhan Hu et al. Journal of Medical Internet Research, 2024. Cites: paper

End-To-End Personalized Cuff-Less Blood Pressure Monitoring Using ECG and PPG Signals
Suhas BN, Rakshith Sharma Srinivasa, Yashas Malur Saidutta et al. IEEE International Conference on Acoustics Speech and Signal Processing, 2024. Cites: paper

Offline Reinforcement Learning Based on Next State Supervision
Jie Yan, Quan Liu, Lihua Zhang. IEEE International Conference on Acoustics Speech and Signal Processing, 2024. Cites: paper

Predict and Interpret Health Risk Using Ehr Through Typical Patients
Zhihao Yu, Chaohe Zhang, Yasha Wang et al. IEEE International Conference on Acoustics Speech and Signal Processing, 2024. Cites: paper

Transforming Cardiovascular Health: a Transformer-Based Approach to Continuous, Non-Invasive Blood Pressure Estimation via Radar Sensing
Nastassia Vysotskaya, Noah Maul, Alessandra Fusco et al. IEEE International Conference on Acoustics Speech and Signal Processing, 2024. Cites: paper

Comparative Analysis of Dexmedetomidine, Midazolam, and Propofol Impact on Epilepsy- Related Mortality in the ICU: Insights from the MIMIC-IV Database
Xun Li, Wei Yue. Research Square, 2024. Cites: paper

Labeling Radiology Report With GPT-4 Prompt Engineering: Comparative Study of in-Context Prompting (Preprint)
Songsoo Kim, Donghyun Kim, Hyunjoo Shin et al. 2024. Cites: paper

Estimation of Systolic and Diastolic Blood Pressure for Hypertension Identification from Photoplethysmography Signals
Haline Pereira de Oliveira, Rafael Albuquerque Pinto, Eduardo Souto et al. Applied Sciences, 2024. Cites: paper

MetaTron: advancing biomedical annotation empowering relation annotation and collaboration
Ornella Irrera, Stefano Marchesin, Gianmaria Silvello. BMC Bioinformatics, 2024. Cites: paper

Real-time machine learning model to predict short-term mortality in critically ill patients: development and international validation
Leerang Lim, Ukdong Gim, Kyungjae Cho et al. Critical Care, 2024. Cites: paper

Reinforced Sequential Decision-Making for Sepsis Treatment: The PosNegDM Framework With Mortality Classifier and Transformer
Dipesh Tamboli, Jiayu Chen, Kiran Pranesh Jotheeswaran et al. IEEE Journal of Biomedical and Health Informatics, 2024. Cites: paper

Prognostic role of urinary ketone body in patients with sepsis-associated encephalopathy without hepatic failure: a retrospective cohort study
Tian Ruan, Ya Wu, Chuanning Liu et al. Internal and Emergency Medicine, 2024. Cites: paper

Improving Quality of ICD-10 (International Statistical Classification of Diseases, Tenth Revision) Coding Using AI: Protocol for a Crossover Randomized Controlled Trial
Taridzo Chomutare, Anastasios Lamproudis, Andrius Budrionis et al. JMIR Research Protocols, 2024. Cites: paper

Risk factor analysis and nomogram for predicting 28-days mortality in ICU patients with sepsis and diabetes
Changgen Yang, Yuxia Wang, Fang Han et al. Research Square, 2024. Cites: paper

Simultaneous treatment effect estimation and variable selection for observational data
Eun-Yeol Ma, Uichin Lee, Heeyoung Kim. IISE Transactions, 2024. Cites: paper

A Comparison of Five Algorithmic Methods and Machine Learning Pattern Recognition for Artifact Detection in Electronic Records of Five Different Vital Signs: A Retrospective Analysis
Mathias Maleczek, Daniel Laxar, Lorenz Kapral et al. Anesthesiology, 2024. Cites: paper

A Medical Comparative Study Evaluating Electrocardiogram Signal-Based Blood Pressure Estimation
Siham Moussaoui, Sid Ali Fellag, Hocine Chebi. Advances in medical technologies and clinical practice book series, 2024. Cites: dataset

A Survey of Cutting-edge Multimodal Sentiment Analysis
Upendra Singh, Kumar Abhishek, Hiteshwar Kumar Azad. ACM Computing Surveys, 2024. Cites: paper

Optimizing Pneumonia Diagnosis Using RCGAN-CTL: A Strategy for Small or Limited Imaging Datasets
Ke Han, Shuai He, Yue Yu. Processes, 2024. Cites: paper

Effective Natural Language Processing Algorithms for Early Alerts of Gout Flares from Chief Complaints
Lucas Lopes Oliveira, Xiaorui Jiang, Aryalakshmi Nellippillipathil Babu et al. Forecasting, 2024. Cites: paper

Uplift modeling to predict individual treatment effects of renal replacement therapy in sepsis-associated acute kidney injury patients
Guanggang Li, Bo Li, Bin Song et al. Scientific Reports, 2024. Cites: paper

Identification of Data Privacy Challenges and Development of Solutions for the Edge Components of the Telemedicine Datapath
Zoltán Szabó. 2024. Cites: paper

A comprehensive benchmark for COVID-19 predictive modeling using electronic health records in intensive care
Junyi Gao, Yinghao Zhu, Wenqing Wang et al. Patterns, 2024. Cites: paper

Association between albumin-corrected anion gap and in-hospital mortality of intensive care patients with trauma: A retrospective study based on MIMIC-Ⅲ and Ⅳ databases
Fei Yin, Zhenguo Qiao, Xiaofei Wu et al. PLoS ONE, 2024. Cites: paper

Systematic evaluation of common natural language processing techniques to codify clinical notes
Nazgol Tavabi, Mallika Singh, James A. Pruneski et al. PLoS ONE, 2024. Cites: paper

Development and Validation of Multimodal Models to Predict the 30-Day Mortality of ICU Patients Based on Clinical Parameters and Chest X-Rays
Jiaxi Lin, Jin Yang, Minyue Yin et al. Journal of Imaging Informatics in Medicine, 2024. Cites: paper

Canonical Fuzzy Modeling of Disease State
Honorine Niyigena Ingabire, Zheng Gong, Yifan Chen. IEEE Transactions on Fuzzy Systems, 2024. Cites: paper

MEMS Fingertip Strain Plethysmography for Cuffless Estimation of Blood Pressure
Arash Shokouhmand, Xinyu Jiang, Farrokh Ayazi et al. IEEE Journal of Biomedical and Health Informatics, 2024. Cites: paper

HR-BGCN : Predicting readmission for heart failure from electronic health records
Huiting Ma, Dengao Li, Jumin Zhao et al. Artificial Intelligence in Medicine, 2024. Cites: paper

Mdpg: a novel multi-disease diagnosis prediction method based on patient knowledge graphs
Weiguang Wang, Yingying Feng, Haiyan Zhao et al. Health Information Science and Systems, 2024. Cites: paper

Artificial intelligence for family medicine research in Canada: current state and future directions
Jacqueline Kathleen Kueper, Mahzabeen Emu, Mark Banbury et al. Canadian Family Physician, 2024. Cites: paper

A scoping review of fair machine learning techniques when using real-world data
Yu Huang, Jingchuan Serena Guo, Wei‐Han Chen et al. Journal of Biomedical Informatics, 2024. Cites: paper

Creating a computer assisted ICD coding system: Performance metric choice and use of the ICD hierarchy
Quentin Marcou, Laure Berti‐Équille, Noël Novelli. Journal of Biomedical Informatics, 2024. Cites: paper

Early prediction of cardiovascular disease using machine learning: Unveiling risk factors from health records
R. Deepa, Vijaya Bhaskar Sadu, Prashant G. C et al. AIP Advances, 2024. Cites: paper

Künstliche Intelligenz: Herausforderungen und Nutzen in der Intensivmedizin
Lukas Märtin, Arne Peine, Maike Gronholz et al. intensiv, 2024. Cites: paper

Pharmaceutical Decision Support System Using Machine Learning to Analyze and Limit Drug-Related Problems in Hospitals
Sarah Ben Othman, Bertrand Décaudin, Pascal Odou et al. Studies in health technology and informatics, 2024. Cites: paper

Prognostic analysis of high-flow nasal cannula therapy and non-invasive ventilation in mild to moderate hypoxemia patients and construction of a machine learning model for 48-h intubation prediction—a retrospective analysis of the MIMIC database
Wei Fu, Xiaoqing Liu, Lili Guan et al. Frontiers in Medicine, 2024. Cites: paper

Quantitative Evaluation of Large Language Models to Streamline Radiology Report Impressions: A Multimodal Retrospective Analysis
Rushabh H. Doshi, Kanhai Amin, Pavan Khosla et al. Radiology, 2024. Cites: paper

Sequential Data Classification under Dynamic Emission
Levon H. Aslanyan. Pattern Recognition and Image Analysis, 2024. Cites: paper

Sequential respiratory support in septic patients undergoing continuous renal replacement therapy: A study based on MIMIC-III database
Chunxia Wang, Jianli Zheng, Yilin Zhao et al. Heliyon, 2024. Cites: paper

Summertime for Cardiovascular AI
Rohan Khera, Jenna Wiens. Circulation Cardiovascular Quality and Outcomes, 2024. Cites: paper

Video-based beat-by-beat blood pressure monitoring via transfer deep-learning
Osama A. Omer, Mostafa Salah, Loay Hassan et al. Applied Intelligence, 2024. Cites: paper

Comparative Analysis of Machine Learning Algorithms for Predicting the Risk of Recurrent Coronary Artery Disease within a 6-Month Post- Treatment Window
Musa Touray. Trends in Telemedicine & E-health, 2024. Cites: paper

Effect of age and ICU types on mortality in invasive mechanically ventilated patients with sepsis receiving dexmedetomidine: a retrospective cohort study with propensity score matching
Shuai Zhao, Ruihui Zhou, Qi Zhong et al. Frontiers in Pharmacology, 2024. Cites: paper

Cardiovascular hardware simulator and artificial aorta-generated central blood pressure waveform database according to various vascular ages for cardiovascular health monitoring applications
Jae‐Hak Jeong, Bo-Mi Lee, Junki Hong et al. Computers in Biology and Medicine, 2024. Cites: paper

exKidneyBERT: a language model for kidney transplant pathology reports and the crucial role of extended vocabularies
Tiancheng Yang, Ilia Sucholutsky, Kuang‐Yu Jen et al. PeerJ Computer Science, 2024. Cites: paper

Harnessing Moderate-Sized Language Models for Reliable Patient Data De-identification in Emergency Department Records: An Evaluation of Strategies and Performance (Preprint)
Océane Dorémus, Dylan Russon, Benjamin Contrand et al. 2024. Cites: paper

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