Publications citing MIMIC-III Waveform Database v1.0

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

Predicting respiratory decompensation in mechanically ventilated adult ICU patients
Yvette Tan, Michael Young, Akanksha Girish et al. Frontiers in Physiology, 2023. Cites: paper

Association of estimated glomerular filtration rate and all-cause mortality in acute pancreatitis: a retrospective analysis
Fang Gong, Quan Zhou, Chunmei Gui et al. BMC Anesthesiology, 2023. Cites: paper

Bridging the Gap between Medical Tabular Data and NLP Predictive Models: A Fuzzy-Logic-Based Textualization Approach
Chérubin Mugisha, Incheon Paik. Electronics, 2023. Cites: paper

A hybrid system to understand the relations between assessments and plans in progress notes
Jifan Gao, Shilu He, Junjie Hu et al. Journal of Biomedical Informatics, 2023. Cites: paper

Derivation and validation of a risk score to predict acute kidney injury in critically ill cirrhotic patients
Luyan Zheng, Yushi Lin, Kailu Fang et al. Hepatology Research, 2023. Cites: paper

Effects of dexmedetomidine administration on outcomes in critically ill patients with acute kidney injury: A propensity score-matching analysis
Aixiang Yang, Jing Yang, Biying Zhou et al. Clinical Nephrology, 2023. Cites: paper

Natural language processing to identify reasons for sex disparity in statin prescriptions
Celeste S. Witting, Zahra Azizi, Sofia Elena Gomez et al. American Journal of Preventive Cardiology, 2023. Cites: paper

Simulating complex patient populations with hierarchical learning effects to support methods development for post-market surveillance
Sharon E. Davis, Henry Ssemaganda, Jejo Koola et al. BMC Medical Research Methodology, 2023. Cites: paper

Association between postoperative thrombocytopenia and outcomes after traumatic brain injury surgery: A cohort study
Jianbo Xu, Yanhong Zhu, Shuai Zhen et al. Acta Anaesthesiologica Scandinavica, 2023. Cites: paper

Associations of continuous anionic gap detection with the mortality in critically ill patients receiving renal replacement therapy
Yiling Zhai, Changjun Luo, Tao You Zhou et al. International Urology and Nephrology, 2023. Cites: paper

Early human albumin administration is associated with reduced mortality in septic shock patients with acute respiratory distress syndrome: A retrospective study from the MIMIC-III database
Xiya Wang, Tianqian Zhang, Xinzhen Gao et al. Frontiers in Physiology, 2023. Cites: paper

Norepinephrine combined with phenylephrine versus norepinephrine in patients with septic shock: a retrospective cohort study
Dan He, Hai Hu, Liang Hong et al. BMC Infectious Diseases, 2023. Cites: paper

Association between different MAP levels and 30-day mortality in sepsis patients: a propensity-score-matched, retrospective cohort study
Xiaoxin Zhong, Haifeng Li, Qian Chen et al. BMC Anesthesiology, 2023. Cites: paper

Compression and Encryption of Heterogeneous Signals for Internet of Medical Things
Peng He, Shaoming Meng, Yaping Cui et al. IEEE Journal of Biomedical and Health Informatics, 2023. Cites: dataset, paper

Estimating treatment effects for time-to-treatment antibiotic stewardship in sepsis
Ruoqi Liu, Katherine M. Hunold, Jeffrey M. Caterino et al. Nature Machine Intelligence, 2023. Cites: paper

Knowledge Guided Multi-filter Residual Convolutional Neural Network for ICD Coding from Clinical Text
Zeyd Boukhers, Prantik Goswami, Jan Jürjens. Research Square, 2023. Cites: paper

Weakly supervised spatial relation extraction from radiology reports
Surabhi Datta, Kirk E Roberts. JAMIA Open, 2023. Cites: paper

A Multidatabase ExTRaction PipEline (METRE) for facile cross validation in critical care research
Wei Liao, Joel Voldman B. Journal of Biomedical Informatics, 2023. Cites: paper

Discharge summary hospital course summarisation of in patient Electronic Health Record text with clinical concept guided deep pre-trained Transformer models
Thomas Searle, Zina M. Ibrahim, James Teo et al. Journal of Biomedical Informatics, 2023. Cites: paper

Dynamic Prediction of Patient Outcomes in the Intensive Care Unit: A Scoping Review of the State-of-the-Art
Linda Lapp, Marc Roper, Kimberley Kavanagh et al. Journal of Intensive Care Medicine, 2023. Cites: paper

Prediction differences and implications of acute kidney injury with and without urine output criteria in adult critically ill patients
Lijuan Wu, Yanqin Li, Xiangzhou Zhang et al. Nephrology Dialysis Transplantation, 2023. Cites: paper

Disease Prediction Using Graph Machine Learning Based on Electronic Health Data: A Review of Approaches and Trends
Haohui Lu, Shahadat Uddin. Healthcare, 2023. Cites: paper

MEDOBO: 18 Million+ MEDLINE Abstracts Tagged with OBO Ontologies
Ahmad Aghaebrahimian, Maria O. Anisimova, Manuel Gil. Research Square, 2023. Cites: paper

Significance of platelets in the early warning of new-onset AKI in the ICU by using supervise learning: a retrospective analysis
Pan Pan, Yuhong Liu, Fei Xie et al. Renal Failure, 2023. Cites: paper

Prognostic Value of the Red Blood Cell Distribution Width-to-Albumin Ratio in Critically Ill Older Patients with Acute Kidney Injury: A Retrospective Database Study
Lei Guo, Dezhun Chen, Bihuan Cheng et al. Emergency Medicine International, 2023. Cites: paper

Resolving impact of technical and biological variability on the convolutional neural networks: evaluating chest x-ray scans
Dmitry Cherezov, Vidya Sankar Viswanathan, Amit Banwari Gupta et al. SPIE Medical Imaging: Image Processing, 2023. Cites: paper

The Bayes factor in the analysis of mechanical power in patients with severe respiratory failure due to SARS-CoV-2
Alejandro González-Castro, Vicent Modesto i Alapont, Elena Cuenca Fito et al. Medicina Intensiva (English Edition), 2023. Cites: paper

Timing of vasopressin initiation and mortality in patients with septic shock: analysis of the MIMIC-III and MIMIC-IV databases
Jun Xu, Hongliu Cai, Xia Zheng. BMC Infectious Diseases, 2023. Cites: paper

Association between BUN/creatinine ratio and the risk of in-hospital mortality in patients with trauma-related acute respiratory distress syndrome: a single-centre retrospective cohort from the MIMIC database
Huayi Ma, Lin Song, You Xie et al. BMJ Open, 2023. Cites: paper

Association between the volume of fluid resuscitation and mortality modified by disease severity in patients with sepsis in ICU: a retrospective cohort study
Rui Zheng, Xinhao Jin, Weichao Liao et al. BMJ Open, 2023. Cites: paper

Association of lactate detection with in-hospital mortality in critically ill patients with acute myocardial infarction: a retrospective cohort study
Hongwu Li, Jingyi Chen, Xinyue Xing et al. BMJ Open, 2023. Cites: paper

Decision Support System for Chronic Diseases Based on Drug-Drug Interactions
Tian Bian, Yuli Jiang, Jia Li et al. IEEE International Conference on Data Engineering (ICDE), 2023. Cites: paper

Evaluating robustness of a generalized linear model when applied to electronic health record data accessed using an Open API
Priya Sharma, Perry Haaland, Ashok Kumar Krishnamurthy et al. Health Informatics Journal, 2023. Cites: paper

Leveraging natural language processing to augment structured social determinants of health data in the electronic health record
Kevin Lybarger, Nicholas J Dobbins, Ritche Long et al. Journal of the American Medical Informatics Association, 2023. Cites: paper

A Multi-Parameter Fusion Method for Cuffless Continuous Blood Pressure Estimation Based on Electrocardiogram and Photoplethysmogram
Gang Ma, Jie Zhang, Jing Liu et al. Micromachines, 2023. Cites: paper

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