Publications citing MIMIC-III Waveform Database v1.0

Context-sensitive, personalized search at the point of care
Sameh Frihat. ACM/IEEE Joint Conference on Digital Libraries, 2022. Cites: paper

Does Enrichment of Clinical Texts by Ontology Concepts Increases Classification Accuracy?
Kerstin Denecke. Studies in health technology and informatics, 2022. Cites: paper

Hierarchical Representation of Complex Intervention Sequences for Automated Subgroup Analysis in Critical Care Settings
Amee Trivedi, William Ogallo, Girmaw Abebe Tadesse. Studies in health technology and 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, Aiping Li, Qi Gong et al. Research Square, 2022. Cites: paper

Towards Better Diagnosis Prediction Using Bidirectional Recurrent Neural Networks
Junghwan Lee, Cong Liu, Casey Ta et al. Studies in health technology and informatics, 2022. Cites: paper

Identifying Patients With Heart Failure Who Are Susceptible to De Novo Acute Kidney Injury: Machine Learning Approach
Caogen Hong, Zhoujian Sun, Yuzhe Hao et al. JMIR Medical Informatics, 2022. Cites: paper

Clinically Interpretable Machine Learning Models for Early Prediction of Mortality in Older Patients with Multiple Organ Dysfunction Syndrome: An International Multicenter Retrospective Study
Xiaoli Liu, Clark DuMontier, Pan Hu et al. The Journals of Gerontology Series A, 2022. Cites: paper

Establishment of MELD-lactate clearance scoring system in predicting death risk of critically ill cirrhotic patients
Xin Li, Man Gong, Shuangnan Fu et al. BMC Gastroenterology, 2022. Cites: paper

Abnormal Liver Function Tests Were Related to Short- and Long-Term Prognosis in Critically Ill Patients With Primary Pulmonary Hypertension
Dayu Wang, Suiqing Huang, Guangtao Xu et al. Frontiers in Cardiovascular Medicine, 2022. Cites: paper

A comparison of few-shot and traditional named entity recognition models for medical text
Yao Ge, Yuting Guo, Yuan‐Chi Yang et al. IEEE International Conference on Healthcare Informatics (ICHI), 2022. Cites: paper

Acute Kidney Injury Prediction with Gradient Boosting Decision Trees enriched with Temporal Features
Stela Golovco, Matteo Mantovani, Carlo Combi et al. IEEE International Conference on Healthcare Informatics (ICHI), 2022. Cites: paper

Adaptive spectral affinity propagation clustering
Lin Bo Tang, Leilei Sun, Chonghui Guo et al. Journal of Systems Engineering and Electronics, 2022. Cites: paper

A LASSO-derived clinical score to predict severe acute kidney injury in the cardiac surgery recovery unit: a large retrospective cohort study using the MIMIC database
Tucheng Huang, Wanbing He, Yong Xie et al. BMJ Open, 2022. Cites: paper

Alcohol Status Standardization from Clinical Real World Data with Transformer Architectures
Amila Kugic, Leon Magnus Potjan, Larissa Marije Hammer et al. IEEE International Conference on Healthcare Informatics (ICHI), 2022. Cites: paper

A prediction model with measured sentiment scores for the risk of in-hospital mortality in acute pancreatitis: a retrospective cohort study
Zhanxiao Liu, Ya Yang, Huanhuan Song et al. Annals of Translational Medicine, 2022. Cites: paper

A Preliminary Study of Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports Using Natural Language Processing
Shuang Yang, Xi Yang, Tianchen Lyu et al. IEEE International Conference on Healthcare Informatics (ICHI), 2022. Cites: paper

Association between fluid intake and extubation failure in intensive care unit patients with negative fluid balance: a retrospective observational study
Tong Li, Dawei Zhou, Dong Zhao et al. BMC Anesthesiology, 2022. Cites: paper

Clinical Informatics and Quality Improvement in the Pediatric Intensive Care Unit
Kshama M. Daphtary, Orkun Baloğlu. Pediatric Clinics of North America, 2022. Cites: paper

Combining Attention-based Models with the MeSH Ontology for Semantic Textual Similarity in Clinical Notes
Noushin Salek Faramarzi, Akanksha Dara, Ritwik Banerjee. IEEE International Conference on Healthcare Informatics (ICHI), 2022. Cites: paper

Contactless Blood Pressure Measurement via Remote Photoplethysmography with Synthetic Data Generation Using Generative Adversarial Network
Bing‐Fei Wu, Li-Wen Chiu, Yi-Chiao Wu et al. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2022. Cites: paper

Development and validation of a survival prediction model for patients received mechanical ventilation in the intensive care unit: a large sample size cohort from the MIMIC database
Zhaoheng Lin, Xiuying Huang, Xiyun Shan. Annals of Palliative Medicine, 2022. Cites: paper

EventScore: An Automated Real-time Early Warning Score for Clinical Events
Ibrahim Hammoud, Prateek Prasanna, I. V. Ramakrishnan et al. IEEE International Conference on Healthcare Informatics (ICHI), 2022. Cites: paper

From Undergraduate to Doctoral Health Informatics Training: A Data Focus
Janusz Wotjusiak, Hua Min. IEEE International Conference on Healthcare Informatics (ICHI), 2022. Cites: paper

Impact of albumin infusion on prognosis of intensive care unit patients with congestive heart failure-hypoalbuminemia overlap: a retrospective cohort study
Zexiong Li, Yesheng Ling, Xiaosi Yuan et al. Journal of Thoracic Disease, 2022. Cites: paper

Infusion of Human Albumin on Acute Pancreatitis Therapy: New Tricks for Old Dog?
Yifei Ma, Tianao Yan, Fengshuo Xu et al. Frontiers in Pharmacology, 2022. Cites: paper

mTOCS: Mobile Teleophthalmology in Community Settings to improve Eye-health in Diabetic Population
Jannatul Ferdause Tumpa, Riddhiman Adib, Dipranjan Das et al. IEEE Annual International Computer Software and Applications Conference (COMPSAC), 2022. Cites: paper

Reconstructing Missing EHRs Using Time-Aware Within- and Cross-Visit Information for Septic Shock Early Prediction
Ge Gao, Farzaneh Khoshnevisan, Min Chi. IEEE International Conference on Healthcare Informatics (ICHI), 2022. Cites: paper

Reduce the Cold Start of COVID-19 In-hospital Mortality Prediction Models via Transfer Learning
Jiacheng Liu, Meghna Singh, Lisa L. Kirkland et al. IEEE International Conference on Healthcare Informatics (ICHI), 2022. Cites: paper

Regression or Classification? Reflection on BP prediction from PPG data using Deep Neural Networks in the scope of practical applications
Fabian Schrumpf, Paul Rudi Serdack, Mirco Fuchs. IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2022. Cites: paper

SoK: Cryptanalysis of Encrypted Search with LEAKER – A framework for LEakage AttacK Evaluation on Real-world data
Seny Kamara, Abdelkarim Kati, Tarik Moataz et al. IEEE European Symposium on Security and Privacy, 2022. Cites: paper

The Effect of Antiseizure Medication Administration on Mortality and Early Posttraumatic Seizures in Critically Ill Older Adults with Traumatic Brain Injury
Adam C. Glaser, John H. Kanter, Pablo Martínez‐Camblor et al. Neurocritical Care, 2022. Cites: paper

tinyCare: A tinyML-based Low-Cost Continuous Blood Pressure Estimation on the Extreme Edge
Khaled Ahmed, Mohamed Hassan. IEEE International Conference on Healthcare Informatics (ICHI), 2022. Cites: paper

A computationally efficient CNN-LSTM neural network for estimation of blood pressure from features of electrocardiogram and photoplethysmogram waveforms
Stephanie Baker, Wei Xiang, Ian Atkinson. Knowledge-Based Systems, 2022. Cites: dataset, paper

Approach for Electronic Medical Record Data Analysis
Changho Han, Chan Min Park, Yujeong Kim et al. Journal of Health Informatics and Statistics, 2022. Cites: paper

Causality Learning with Wasserstein Generative Adversarial Networks
Hristo Petkov, Colin Hanley, Feng Dong. International Journal of Artificial Intelligence & Applications, 2022. Cites: paper

Clinical artificial intelligence quality improvement: towards continual monitoring and updating of AI algorithms in healthcare
Jean Feng, Rachael V. Phillips, Ivana Malenica et al. npj Digital Medicine, 2022. Cites: paper

Risk assessment of ICU patients through deep learning technique: A big data approach
Xiaobing Huang, Shan Shan, Yousaf Ali Khan et al. Journal of Global Health, 2022. Cites: paper

Process-aware digital twin cockpit synthesis from event logs
Dorina Bano, Judith Michael, Bernhard Rumpe⋆ et al. Journal of Computer Languages, 2022. Cites: paper

Perioperative Fluoroquinolone Treatment Deteriorates Prognosis Following Coronary Artery Bypass Grafting
Min Zhang, Lijuan Jian, Xinping Min et al. Journal of Cardiovascular Development and Disease, 2022. Cites: paper

Association of RDW, NLR, and PLR with Atrial Fibrillation in Critical Care Patients: A Retrospective Study Based on Propensity Score Matching
Yao‐Zong Guan, Rui‐Xing Yin, Peng‐Fei Zheng et al. Disease Markers, 2022. Cites: paper

Ethnic disparities in publicly-available pulse oximetry databases
Fatemeh Y. Sinaki, Rabab Kreidieh Ward, Derek Abbott et al. Communications Medicine, 2022. Cites: paper

A distributed approach to the regulation of clinical AI
Trishan Panch, Erin R. Duralde, Heather Mattie et al. PLOS Digital Health, 2022. Cites: paper

A text mining framework for screening catalysts and critical process parameters from scientific literature - A study on Hydrogen production from alcohol
Avan Kumar, Swathi Ganesh, Divyanshi Gupta et al. Process Safety and Environmental Protection, 2022. Cites: paper

Deep Learning Analysis of Polish Electronic Health Records for Diagnosis Prediction in Patients with Cardiovascular Diseases
Krištof Anetta, Aleš Horák, Wojciech Wojakowski et al. Journal of Personalized Medicine, 2022. Cites: paper

MIMIC-IV as a Clinical Data Schema
Niklas Giesa, Patrick Heeren, Sophie Anne Inès Klopfenstein et al. Studies in health technology and informatics, 2022. Cites: paper

Pretrained Neural Networks Accurately Identify Cancer Recurrence in Medical Record
Hussam Kaka, George Michalopoulos, Sujan Subendran et al. Studies in health technology and informatics, 2022. Cites: paper

Utilizing Intensive Care Alarms for Machine Learning
Anne Rike Flint, Sophie Anne Inès Klopfenstein, Patrick Heeren et al. Studies in health technology and informatics, 2022. Cites: paper

A Machine Learning Based Discharge Prediction of Cardiovascular Diseases Patients in Intensive Care Units
Kaouter Karboub, Mohamed Tabaa. Healthcare, 2022. Cites: paper

The Evolution of Federated Learning-Based Intrusion Detection and Mitigation: A Survey
Léo Lavaur, Marc‐Oliver Pahl, Yann Busnel et al. IEEE Transactions on Network and Service Management, 2022. Cites: paper

The Ratio of Red Blood Cell Distribution Width to Albumin Is Correlated With All-Cause Mortality of Patients After Percutaneous Coronary Intervention – A Retrospective Cohort Study
Yingbei Weng, Yangpei Peng, Yuxuan Xu et al. Frontiers in Cardiovascular Medicine, 2022. Cites: paper

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