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

Donepezil treatment is associated with improved outcomes in critically ill dementia patients via a reduction in delirium
Ori J. Lieberman, Seonjoo Lee, Jeffrey S. Zabinski. Alzheimer s & Dementia, 2022. Cites: paper

High resolution data modifies intensive care unit dialysis outcome predictions as compared with low resolution administrative data set
Jennifer Ziegler, Barret N. M. Rush, Eric Raphael Gottlieb et al. PLOS Digital Health, 2022. Cites: paper

Incremental Trainable Parameter Selection in Deep Neural Networks
Anshul Thakur, Vinayak Abrol, Pulkit Sharma et al. IEEE Transactions on Neural Networks and Learning Systems, 2022. Cites: paper

Leveraging Clinical Notes and Natural Language Processing for Dementia Detection (Preprint)
Ming Liu, Richard J Beare, Nadine E. Andrew. 2022. Cites: paper

Phenotyping in clinical text with unsupervised numerical reasoning for patient stratification
Ashwani Tanwar, Jingqing Zhang, Julia Ive et al. Experimental Biology and Medicine, 2022. Cites: paper

Higher Order Derivative-Based Integrated Model for Cuff-Less Blood Pressure Estimation and Stratification Using PPG Signals
Shresth Gupta, Anurag Kumar Singh, Abhishek Sharma et al. IEEE Sensors Journal, 2022. Cites: paper

Integrating knowledge from Case Report: a medical-ontology based multimodal information system with structured summary
Tian Bai, Lan Huang, Shuyu Guo et al. Research Square, 2022. Cites: paper

RadioBERT: A deep learning-based system for medical report generation from chest X-ray images using contextual embeddings
Navdeep Kaur, Ajay Mittal. Journal of Biomedical Informatics, 2022. Cites: paper

The Association of Blood Urea Nitrogen to Creatinine Ratio and the Prognosis of Critically Ill Patients with Cerebral Infarction: A Cohort Study
Ting Chen, Ai-Ping Li, Qi Gong et al. Mediators of Inflammation, 2022. Cites: paper

Deep Knowledge Reasoning guided Disease Prediction
Yuanzhi Liang, Haofen Wang, Wenqiang Zhang. Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics, 2022. Cites: paper

The baseline and repeated measurements of DBP to assess in-hospital mortality risk among critically ill patients with acute myocardial infarction: A retrospective cohort study
Sulan Huang, Yanlan Luo, Li Liang et al. Medicine, 2022. Cites: paper

AI enabled RPM for mental health facility
Thanveer Shaik, Xiaohui Tao, Niall Higgins et al. 2022. Cites: paper

Global healthcare fairness: We should be sharing more, not less, data
Kenneth Patrick Seastedt, Patrick Schwab, Zach O’Brien et al. PLOS Digital Health, 2022. Cites: paper

Lower Platelet-to-Lymphocyte Ratio Was Associated with Poor Prognosis for Newborn Patients in NICU
Yanfei Tang, Yiqun Teng, Lingyan Xu et al. Medicina, 2022. Cites: paper

Plasma anion gap and risk of in-hospital mortality in patients with spontaneous subarachnoid hemorrhage
Linjin Ji, Xin Tong, KaiChun Wang et al. Frontiers in Neurology, 2022. Cites: paper

Red blood cell distribution width predicts gastrointestinal bleeding after coronary artery bypass grafting
Ying Liao, Rongting Zhang, Shanshan Shi et al. BMC Cardiovascular Disorders, 2022. Cites: paper

Multilayer dynamic ensemble model for intensive care unit mortality prediction of neonate patients
Firuz Juraev, Shaker El–Sappagh, Eldor Abdukhamidov et al. Journal of Biomedical Informatics, 2022. Cites: paper

BGLM: big data-guided LOINC mapping with multi-language support
Ke Liu, Martin Witteveen‐Lane, Benjamin Scott Glicksberg et al. JAMIA Open, 2022. Cites: paper

Critical assessment of transformer-based AI models for German clinical notes
Manuel Lentzen, Sumit Madan, Vanessa Lage‐Rupprecht et al. JAMIA Open, 2022. Cites: paper

Association Between Serum Sodium Level Trajectories and Survival in Patients with Heart Failure
Yan‐Mei Xia, Shan Wang, Wei-Dong Wu et al. ESC Heart Failure, 2022. Cites: paper

Emulating clinical pressure waveforms in cell culture using an Arduino-controlled 3D-printed platform for 96-well plates
Adam Szmelter, Giulia Venturini, Rana J. Abbed et al. bioRxiv (Cold Spring Harbor Laboratory), 2022. Cites: paper

Machine learning for early prediction of sepsis-associated acute brain injury
Chenglong Ge, Fuxing Deng, Wei Chen et al. Frontiers in Medicine, 2022. Cites: paper

Penalized Spline-Involved Tree-based (PenSIT) Learning for estimating an optimal dynamic treatment regime using observational data
Kelly A. Speth, Michael R. Elliott, Juan L. Marquez et al. Statistical Methods in Medical Research, 2022. Cites: paper

Association of baseline blood glucose levels with 30-day mortality in patients with acute kidney injury: a retrospective cohort study
Xu Li, Rui Pu, Qin Zhang et al. Annals of Palliative Medicine, 2022. Cites: paper

Development and validation of prediction model using nursing notes on sentiment scores for prognosis of patients with severe acute kidney injury receiving continuous renal replacement therapy based on computational intelligence algorithms
Danfeng Zha, Xionghao Yang, Haifen Zhang et al. Annals of Translational Medicine, 2022. Cites: paper

Text2EL: Exploiting Unstructured Text for Event Log Enrichment
Dakshi Kapugama Geeganage, Moe Thandar Wynn, Arthur H. M. ter Hofstede. International Conference on Signal-Image Technology & Internet-Based Systems (SITIS), 2022. Cites: paper

Venous thromboembolism in critically ill patients with pneumonia in the pre‐COVID‐19 era: Data from a large public database
Miguel Pisani, Fernanda Andrade Orsi, Joyce Maria Annichino‐Bizzacchi et al. Research and Practice in Thrombosis and Haemostasis, 2022. Cites: paper

A prediction model for 30-day mortality of sepsis patients based on intravenous fluids and electrolytes
Yan Wang, Songqiao Feng. Medicine, 2022. Cites: paper

A Machine Learning Model to Predict Diuretic Resistance
Joey A. Mercier, Thomas W. Ferguson, Navdeep Tangri. Kidney360, 2022. Cites: paper

Increased variability of mean arterial pressure is associated with increased risk of short-term mortality in intensive care unit: A retrospective study
Jia Yao, Dandan Liu, Wei-Feng Huang et al. Frontiers in Neurology, 2022. Cites: paper

Support vector machine deep mining of electronic medical records to predict the prognosis of severe acute myocardial infarction
Xingyu Zhou, Xianying Li, Zijun Zhang et al. Frontiers in Physiology, 2022. Cites: paper

xPM: Enhancing exogenous data visibility
Adam Banham, Sander J. J. Leemans, Moe Thandar Wynn et al. Artificial Intelligence in Medicine, 2022. Cites: paper

Chronic Kidney Disease as a Cardiovascular Disorder—Tonometry Data Analyses
Mateusz Grzegorz Twardawa, Piotr Formanowicz, Dorota Formanowicz. International Journal of Environmental Research and Public Health, 2022. Cites: paper

Neutrophil Percentage to Albumin Ratio was Associated with Clinical Outcomes in Coronary Care Unit Patients
Chenghui Cai, Biyang Zhang, Tienan Sun et al. Reviews in Cardiovascular Medicine, 2022. Cites: paper

Serum albumin and the short-term mortality in individuals with congestive heart failure in intensive care unit: an analysis of MIMIC
Peng Chao, Xinyue Cui, Shanshan Wang et al. Scientific Reports, 2022. Cites: paper

ChartWalk: Navigating large collections of text notes in electronic health records for clinical chart review
Nicole Sultanum, Farooq Naeem, Michael Brudno et al. IEEE Transactions on Visualization and Computer Graphics, 2022. Cites: paper

Continual learning of longitudinal health records
Jacob Armstrong, David Andrew Clifton. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...), 2022. Cites: paper

COPER: Continuous Patient State Perceiver
Vinod Kumar Chauhan, Anshul Thakur, Odhran O’Donoghue et al. IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...), 2022. Cites: paper

Identify diabetic retinopathy-related clinical concepts and their attributes using transformer-based natural language processing methods
Zehao Yu, Xi Yang, Gianna L Sweeting et al. BMC Medical Informatics and Decision Making, 2022. Cites: paper

Application of explainable artificial intelligence for healthcare: A systematic review of the last decade (2011–2022)
Hui Wen Loh, Chui Ping Ooi, Silvia Seoni et al. Computer Methods and Programs in Biomedicine, 2022. Cites: paper

Association between predialysis creatinine and mortality in acute kidney injury patients requiring dialysis
Hsin-Hsiung Chang, Chia‐Lin Wu, Chun‐Chieh Tsai et al. PLoS ONE, 2022. Cites: paper

MediCoSpace : Visual Decision-Support for Doctor-Patient Consultations using Medical Concept Spaces from EHRs
Sanne van der Linden, Rita Sevastjanova, Mathias Funk et al. ACM Transactions on Management Information Systems, 2022. Cites: paper

Temporal deep learning framework for retinopathy prediction in patients with type 1 diabetes
Sara Rabhi, Frédéric Blanchard, Alpha Mamadou Diallo et al. Artificial Intelligence in Medicine, 2022. Cites: paper

A systematic review on data of additive manufacturing for machine learning applications: the data quality, type, preprocessing, and management
Ying Zhang, Mutahar Safdar, Jiarui Xie et al. Journal of Intelligent Manufacturing, 2022. Cites: paper

Assessing Potassium Levels in Critically Ill Patients with Heart Failure: Application of a Group-Based Trajectory Model
Zehao Lin, Jiawei Zheng, Xiaochun Liu et al. ESC Heart Failure, 2022. Cites: paper

Linear normalization attention neural Hawkes process
Zhiyan Song, Jian–wei Liu, Jie Min Yang et al. Neural Computing and Applications, 2022. Cites: paper

Initial Development of an Automated Platform for Assessing Trainee Performance on Case Presentations
Andrew J. King, Jeremy M. Kahn, Emily B. Brant et al. ATS Scholar, 2022. Cites: paper

Comparison of machine learning algorithms to SAPS II in predicting in-hospital mortality of fractures of the pelvis and acetabulum: analyzes based on MIMIC-III database
Xiang Jiang, Weifan Dai, Yanrong Cai. All Life, 2022. Cites: paper

Invasive mechanical ventilation probability estimation using machine learning methods based on non-invasive parameters
Huiquan Wang, Chengyi Wang, Jiameng Xu et al. Biomedical Signal Processing and Control, 2022. Cites: paper

Modelling patient trajectories using multimodal information
João Silva, Sérgio Matos. Journal of Biomedical Informatics, 2022. Cites: paper

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