Publications citing MIMIC-III Clinical Database Demo v1.4

Investigation of Data Leakage in Deep-Learning-Based Blood Pressure Estimation Using Photoplethysmogram/Electrocardiogram
Rikuto Yoshizawa, Kohei Yamamoto, Tomoaki Otsuki Ohtsuki. IEEE Sensors Journal, 2023. Cites: paper

Reinforcement Learning Model for Managing Noninvasive Ventilation Switching Policy
Xue Feng, Daoyuan Wang, Qing Pan et al. IEEE Journal of Biomedical and Health Informatics, 2023. Cites: paper

Hospital-wide natural language processing summarising the health data of 1 million patients
Daniel M. Bean, Željko Kraljević, Anthony Shek et al. PLOS Digital Health, 2023. Cites: paper

Significant stochastic dependencies in process models
Sander J. J. Leemans, Lisa Luise Mannel, Natalia Sidorova. Information Systems, 2023. Cites: paper

Evaluation of stacked ensemble model performance to predict clinical outcomes: A COVID-19 study
Rianne Kablan, Hunter A. Miller, S.H. Suliman et al. International Journal of Medical Informatics, 2023. Cites: paper

AI-Based Decision Support System for Traumatic Brain Injury: A Survey
Flora Rajaei, Shuyang Cheng, Craig Andrew Williamson et al. Diagnostics, 2023. Cites: paper

IR-ECG: Invertible Reconstruction of ECG
Peng Wang, Xi Huang, Li Cui. IEEE International Conference on Acoustics Speech and Signal Processing, 2023. Cites: paper

MHLAT: Multi-Hop Label-Wise Attention Model for Automatic ICD Coding
Junwen Duan, Han Jiang, Ying Yu. IEEE International Conference on Acoustics Speech and Signal Processing, 2023. Cites: paper

Ontology-driven and weakly supervised rare disease identification from clinical notes
Hang Dong, Víctor Suárez-Paniagua, Huayu Zhang et al. BMC Medical Informatics and Decision Making, 2023. Cites: paper

The Bibliometric Overview of Research on Healthcare Information Systems Using Big Data Analytics
Christine Nya-Ling Tan, Muhammad Ashraf Fauzi. International Journal of Data Science and Big Data Analytics, 2023. Cites: paper

A dosing strategy model of deep deterministic policy gradient algorithm for sepsis patients
Tianlai Lin, Xinjue Zhang, Jianbing Gong et al. BMC Medical Informatics and Decision Making, 2023. Cites: paper

Assessment and prediction of the nutritional index in septic patients: a propensity score-matched analysis
Qiang Liu, Jie Zhang. Research Square, 2023. Cites: paper

A Study on Various Approaches Towards Non-Factoid Question Answering Systems
Lakshmi K, Sindhu S. International Conference on Applied Artificial Intelligence and Computing (ICAAIC), 2023. Cites: paper

Medical-Knowledge-Based Graph Neural Network for Medication Combination Prediction
Chao Gao, Shu Yin, Haiqiang Wang et al. IEEE Transactions on Neural Networks and Learning Systems, 2023. Cites: paper

Red blood cell distribution width and all-cause mortality in congestive heart failure patients: a retrospective cohort study based on the Mimic-III database
Xuan Ji, Weiqi Ke. Frontiers in Cardiovascular Medicine, 2023. Cites: paper

A data-driven approach to optimizing clinical study eligibility criteria
Yilu Fang, Hao Liu, Betina Idnay et al. Journal of Biomedical Informatics, 2023. Cites: paper

Hawkes Processes Modeling, Inference, and Control: An Overview
Rafael Lima. SIAM Review, 2023. Cites: paper

Semantically Rich Differential Access to Secure Cloud EHR
Redwan Walid, Karuna Pande Joshi, Seung Geol Choi. IEEE International Conference on Big Data Security on Cloud, IEEE International Conference on High Performance and Smart Computing, and IEEE International Conference on Intelligent Data and Security (BigDataSecurity/HPSC/IDS), 2023. Cites: paper

Effects of obesity on short-term mortality in patients with acute heart failure under different nutritional status
Linlin Liu, Jun Qian, Yuanyuan Li et al. BMC Cardiovascular Disorders, 2023. Cites: paper

Imputation and missing indicators for handling missing data in the development and deployment of clinical prediction models: A simulation study
Rose Sisk, Matthew Sperrin, Niels B. Peek et al. Statistical Methods in Medical Research, 2023. Cites: paper

Leveraging physiology and artificial intelligence to deliver advancements in health care
Angela Zhang, Zhenqin Wu, Eric Wu et al. Physiological Reviews, 2023. Cites: paper

Relationship between human serum albumin and in-hospital mortality in critical care patients with chronic obstructive pulmonary disease
Ling Ma, Hui-Yin Li, Chen Shanglin et al. Frontiers in Medicine, 2023. Cites: paper

Automatic assignment of diagnosis codes to free-form text medical note
Stefan Strydom, Andrei Michael Dreyer, Brink van der Merwe. JUCS - Journal of Universal Computer Science, 2023. Cites: paper

Curation and description of a blood glucose management and nutritional support cohort using the eICU collaborative research database
Oisín Fitzgerald, Oscar Perez‐Concha, Blanca Gallego Luxan et al. medRxiv, 2023. Cites: paper

Developing and validating a natural language processing algorithm to extract preoperative cannabis use status documentation from unstructured narrative clinical notes
Ruba Sajdeya, Mamoun Mardini, Patrick James Tighe et al. Journal of the American Medical Informatics Association, 2023. Cites: paper

Extracting social determinants of health from clinical note text with classification and sequence-to-sequence approaches
Brian Romanowski, Asma Ben Abacha, Yadan Fan. Journal of the American Medical Informatics Association, 2023. Cites: paper

Implementing Artificial Intelligence
Pier Francesco Caruso, Massimiliano Greco, Claudia Cecconi Ebm et al. Critical Care Clinics, 2023. Cites: paper

Predictive Modeling Using Artificial Intelligence and Machine Learning Algorithms on Electronic Health Record Data
Michael J. Patton, Vincent X. Liu. Critical Care Clinics, 2023. Cites: paper

Vertical Federated Knowledge Transfer via Representation Distillation for Healthcare Collaboration Networks
Chongru Huang, Leye Wang, Xiao Gang Han. International World Wide Web Conference (WWW), 2023. Cites: paper

The impact of commercial health datasets on medical research and health-care algorithms
Isabelle Rose I. Alberto, Nicole Rose I. Alberto, Arnab K. Ghosh et al. The Lancet Digital Health, 2023. Cites: paper

Identifying stroke-related quantified evidence from electronic health records in real-world studies
Lin Yang, Xiaoshuo Huang, Jiayang Wang et al. Artificial Intelligence in Medicine, 2023. Cites: paper

Self-Supervised Contrastive Learning for Medical Time Series: A Systematic Review
Ziyu Liu, Azadeh Alavi, Minyi Li et al. Sensors, 2023. Cites: paper

Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks: Algorithm Development and Validation Study
David Oniani, Premkumar Chandrasekar, Sonish Sivarajkumar et al. JMIR AI, 2023. Cites: paper

CPK-Adapter: Infusing Medical Knowledge into K-Adapter with Continuous Prompt
Chen Liu, Shaojie Zhang, Chuanfu Li et al. International Conference on Intelligent Computing and Signal Processing (ICSP), 2023. Cites: paper

Impact of obesity on all-cause and cause-specific mortality among critically ill men and women: a cohort study on the eICU database
Shan Li, Wei Zhang, Zhiqing Fu et al. Frontiers in Nutrition, 2023. Cites: paper

Dual-core mutual learning between scoring systems and clinical features for ICU mortality prediction
Zhenkun Shi, Sen Wang, Lin Yue et al. Information Sciences, 2023. Cites: paper

Red blood cell distribution width improves the prediction of 28-day mortality for patients with sepsis-induced acute kidney injury: A retrospective analysis from MIMIC-IV database using propensity score matching
Honghao Lai, Guosheng Wu, Yu Zhong et al. Journal of Intensive Medicine, 2023. Cites: paper

Subphenotyping heterogeneous patients with chronic critical illness to guide individualised fluid balance treatment using machine learning: a retrospective cohort study
Peizhao Liu, Sicheng Li, Tao Zheng et al. EClinicalMedicine, 2023. Cites: paper

A Prompt-Based Topic-Modeling Method for Depression Detection on Low-Resource Data
Yanrong Guo, Jilong Liu, Lei Wang et al. IEEE Transactions on Computational Social Systems, 2023. Cites: paper

Continuous Non-Invasive Blood Pressure Measurement Using 60 GHz-Radar—A Feasibility Study
Nastassia Vysotskaya, Christoph Will, Lorenzo Servadei et al. Sensors, 2023. Cites: paper

Crossing the AI Chasm in Neurocritical Care
Marco Cascella, Jonathan Montomoli, Valentina Bellini et al. Computers, 2023. Cites: paper

Faithful AI in Medicine: A Systematic Review with Large Language Models and Beyond
Qianqian Xie, Edward James Schenck, He S. Yang et al. medRxiv, 2023. Cites: paper

Prediction of ICU Readmission Using LightGBM Classifier
Waleed M. Fathy, Guillaume Émériaud, Farida Cheriet A. IEEE International Symposium on Biomedical Imaging (ISBI), 2023. Cites: paper

A survey on detecting healthcare concept drift in AI/ML models from a finance perspective
M S Abdul Razak, C. R. Nirmala, B. R. Sreenivasa et al. Frontiers in Artificial Intelligence, 2023. Cites: paper

Fluid and Solute Intakes Show Minimal Association With Serum Sodium Levels in a Mixed ICU Population
John T. Culhane, Divya Velury, Raymond I Okeke et al. Cureus, 2023. Cites: paper

A distributable German clinical corpus containing cardiovascular clinical routine doctor’s letters
Phillip Richter-Pechanski, Philipp Wiesenbach, Dominic M. Schwab et al. Scientific Data, 2023. Cites: paper

Federated learning and differential privacy in clinical health: Extensive survey
David Odera. World Journal of Advanced Engineering Technology and Sciences, 2023. Cites: paper

Machine learning algorithms assist early evaluation of enteral nutrition in ICU patients
Ya-Xi Wang, Xun-Liang Li, Linghui Zhang et al. Frontiers in Nutrition, 2023. Cites: paper

Multiple Feature Extraction Based on PPG Signal to Realize Blood Pressure Measurement of Composite Multi-channel Convolutional Neural Network Model
Cheng-Gang Lu, Lei Wang. IEEE International Conference on Electronic Communications, Internet of Things and Big Data (ICEIB), 2023. Cites: paper

Predicting relations between SOAP note sections: The value of incorporating a clinical information model
Vimig Socrates, Aidan Gilson, Kevin Lopez et al. Journal of Biomedical Informatics, 2023. Cites: paper

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