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

Association Between Iron Metabolism and Acute Kidney Injury in Critically Ill Patients With Diabetes
Man-Qiu Mo, Yunqing Gao, Ling Deng et al. Frontiers in Endocrinology, 2022. Cites: paper

Improving Cuff-Less Continuous Blood Pressure Estimation with Linear Regression Analysis
Valeria Figini, Sofia Galici, Daniele Russo et al. Electronics, 2022. Cites: paper

Improving medical term embeddings using UMLS Metathesaurus
Ashis Kumar Chanda, Tian Bai, Ziyu Yang et al. BMC Medical Informatics and Decision Making, 2022. Cites: paper

Red cell distribution in critically ill patients with chronic obstructive pulmonary disease
W. Lan, E. Liu, D. Sun et al. Pulmonology, 2022. Cites: paper

The Relationship Between Short-Term Mean Arterial Pressure Variability and Mortality in Critically Ill Patients
Chenwei Hou, Xin Wang, Yakun Li et al. Frontiers in Cardiovascular Medicine, 2022. Cites: paper

Exploring deep learning methods for recognizing rare diseases and their clinical manifestations from texts
Isabel Segura-Bédmar, David Camino-Perdones, Sara Guerrero‐Aspizua. Research Square, 2022. Cites: paper

Applying Differential Privacy to Tensor Completion
Wei Zheng, Zhengpin Li, Xiaojun Mao et al. IEEE International Conference on Acoustics Speech and Signal Processing, 2022. Cites: paper

Bayesian Continual Imputation and Prediction For Irregularly Sampled Time Series Data
Yang Guo, Jeanette Wen Jun Poh, Cheryl Sze Yin Wong et al. IEEE International Conference on Acoustics Speech and Signal Processing, 2022. Cites: paper

Mismatched Supervised Learning
Xun Xian, Mingyi Hong, Jie Ding. IEEE International Conference on Acoustics Speech and Signal Processing, 2022. Cites: paper

Multi-View Learning Based on Non-Redundant Fusion for Icu Patient Mortality Prediction
Yifan Wang, Ying Wu Lan. IEEE International Conference on Acoustics Speech and Signal Processing, 2022. Cites: paper

Applications of natural language processing in radiology: A systematic review
Nathaniel B. Linna, Charles E. Kahn. International Journal of Medical Informatics, 2022. Cites: paper

Attention-based clinical note summarization
Neel Kanwal, Giuseppe Rizzo. ACM Symposium on Applied Computing, 2022. Cites: paper

Conditional Generation Net for Medication Recommendation
Rui Mei Wu, Zhaopeng Qiu, Jiacheng Jiang et al. International World Wide Web Conference (WWW), 2022. Cites: paper

Relationship Between Initial Urine Output and Mortality in Patients Hospitalized in Cardiovascular Intensive Care Units: More Is Not Better
Le Li, Zhenhao Zhang, Yulong Xiong et al. Frontiers in Cardiovascular Medicine, 2022. Cites: paper

Robust Reconstruction of Electrocardiogram Using Photoplethysmography: A Subject-Based Model
Qunfeng Tang, Zhencheng Chen, Yanke Guo et al. Frontiers in Physiology, 2022. Cites: paper

Learning to predict in-hospital mortality risk in the intensive care unit with attention-based temporal convolution network
Yuwen Chen, Yujie Li, Peng Deng et al. BMC Anesthesiology, 2022. Cites: paper

Enhancing Data Reuse through Feature Extraction: Proposal of Concepts, Methods and Data Model (Preprint)
Antoine Lamer, Mathilde Fruchart, Nicolás Paris et al. 2022. Cites: paper

ISeeU2: Visually interpretable mortality prediction inside the ICU using deep learning and free-text medical notes
William Caicedo-Torres, Jairo Gutiérrez. Expert Systems with Applications, 2022. Cites: paper

Machine learning and health need better values
Marzyeh Ghassemi, Shakir Mohamed. npj Digital Medicine, 2022. Cites: paper

Time Series Prediction Using Deep Learning Methods in Healthcare
Mohammad Amin Morid, Olivia R. Liu Sheng, Joseph Dunbar. ACM Transactions on Management Information Systems, 2022. Cites: paper

A time-incorporated SOFA score-based machine learning model for predicting mortality in critically ill patients: A multicenter, real-world study
Yang Liu, Kun Gao, Hongbin Deng et al. International Journal of Medical Informatics, 2022. Cites: paper

Interpretable Bias Mitigation for Textual Data: Reducing Genderization in Patient Notes While Maintaining Classification Performance
Joshua R. Minot, Nicholas Cheney, Marc E. Maier et al. ACM Transactions on Computing for Healthcare, 2022. Cites: paper

Modeling Mechanical Ventilation In Silico—Potential and Pitfalls
David M. Hannon, Sonal Mistry, Anup Das et al. Seminars in Respiratory and Critical Care Medicine, 2022. Cites: paper

Assigning diagnosis codes using medication history
Emil Riis Hansen, Tomer Sagi, Katja Hose et al. Artificial Intelligence in Medicine, 2022. Cites: paper

Guiding Efficient, Effective, and Patient-Oriented Electrolyte Replacement in Critical Care: An Artificial Intelligence Reinforcement Learning Approach
Niranjani Prasad, Aishwarya Mandyam, Corey Chivers et al. Journal of Personalized Medicine, 2022. Cites: paper

ICU Cockpit: a platform for collecting multimodal waveform data, AI-based computational disease modeling and real-time decision support in the intensive care unit
J. M. Boss, Gagan Narula, Christian Stra Ssle et al. Journal of the American Medical Informatics Association, 2022. Cites: paper

Prognostic data analysis of surgical treatments for intracerebral hemorrhage
Yongjun Yi, Wenqiang Che, Yongfu Cao et al. Neurosurgical Review, 2022. Cites: paper

Statistical Analysis and Machine Learning Prediction of Disease Outcomes for COVID-19 and Pneumonia Patients
Yu Zhao, Rusen Zhang, Yi Zhong et al. Frontiers in Cellular and Infection Microbiology, 2022. Cites: paper

Exploring the parameter of machine learning for expanding the terminology of radiology medical (Preprint)
Hongjian Zhang, Shintaro Tsuji, Katsuhiko Ogasawara. 2022. Cites: paper

Structured Understanding of Assessment and Plans in Clinical Documentation
Doron Stupp, Ronnie Barequet, I‐Ching Lee et al. medRxiv, 2022. Cites: paper

Machine learning to predict vasopressin responsiveness in patients with septic shock
Aileen C. Scheibner, Kevin D. Betthauser, Alice F. Bewley et al. Pharmacotherapy The Journal of Human Pharmacology and Drug Therapy, 2022. Cites: paper

Use of unstructured text in prognostic clinical prediction models: a systematic review
Tom M Seinen, Egill Axfjord Fridgeirsson, Solomon Ioannou et al. Journal of the American Medical Informatics Association, 2022. Cites: paper

Fuzzy c-means for extraction and quantification of words representing degrees of diseases (Preprint)
Feng Han, Ziheng Zhang, Hongjian Zhang et al. 2022. Cites: paper

Human albumin administration is associated with increased in-hospital mortality in heart failure with hypoproteinaemia patients: analysis of MIMIC-III Database
Xuebo Liu, Tongqing Yao, Jun Qian et al. Research Square, 2022. Cites: paper

Multi-Dimensional Feature Combination Method for Continuous Blood Pressure Measurement Based on Wrist PPG Sensor
Pan Yao, Ning Xue, Siyuan Yin et al. IEEE Journal of Biomedical and Health Informatics, 2022. Cites: paper

Visual Analytics of Multivariate Intensive Care Time Series Data
Nicolas Brich, Christoph Schulz, Jörg Peter et al. Computer Graphics Forum, 2022. Cites: dataset, paper

CD-Surv: a contrastive-based model for dynamic survival analysis
Caogen Hong, Jinbiao Chen, Yi Fan et al. Health Information Science and Systems, 2022. Cites: paper

Privacy Preservation for Trajectory Publication Based on Differential Privacy
Lin Yao, Zhenyu Chen, Haibo Hu et al. ACM Transactions on Intelligent Systems and Technology, 2022. Cites: paper

A novel Vascular Leak Index identifies sepsis patients with a higher risk for in-hospital death and fluid accumulation
Jay Chandra, Miguel Ángel Armengol de la Hoz, Gwendolyn Lee et al. Critical Care, 2022. Cites: paper

AutoScore-Imbalance: An interpretable machine learning tool for development of clinical scores with rare events data
Han Yuan, Feng Xie, Marcus Eng Hock Ong et al. Journal of Biomedical Informatics, 2022. Cites: paper

Extract, transform, load framework for the conversion of health databases to OMOP
Juan C. Quiroz, Tim Chard, Zhisheng Sa et al. PLoS ONE, 2022. Cites: paper

Perceived individual fairness with a molecular representation for medicine recommendations
Haifeng Liu, Hongfei Lin, Bo Xu et al. Knowledge-Based Systems, 2022. Cites: paper

Serum albumin and the short-term mortality in individuals with chronic systolic heart failure in intensive care unit: an analysis of MIMIC
Peng Chao, Xueqin Zhang, Shanshan Wang et al. Research Square, 2022. Cites: paper

Interpretable Machine Learning for Early Prediction of Prognosis in Sepsis: A Discovery and Validation Study
Chang Hu, Lu Li, Weipeng Huang et al. Infectious Diseases and Therapy, 2022. Cites: paper

The “Coherent Data Set”: Combining Patient Data and Imaging in a Comprehensive, Synthetic Health Record
Jason A. Walonoski, Dylan Hall, Karen M. Bates et al. Electronics, 2022. Cites: paper

Cohort design and natural language processing to reduce bias in electronic health records research
Shaan S. Khurshid, Christopher Reeder, Lia X. Harrington et al. npj Digital Medicine, 2022. Cites: paper

Red blood cell distribution width‐to‐albumin ratio is associated with all‐cause mortality in cancer patients
Chengdong Lu, Jianyun Long, Haiyuan Liu et al. Journal of Clinical Laboratory Analysis, 2022. Cites: paper

Association of latent class analysis-derived subphenotypes of acute kidney injury with mortality in critically ill patients with cardiovascular disease: a retrospective cohort study
Yongqing Huang, Zhanchao Xiao, Yong Xie et al. BMC Cardiovascular Disorders, 2022. Cites: paper

A machine learning approach to identifying delirium from electronic health records
Jae Hyun Kim, May S. Hua, Robert A. Whittington et al. JAMIA Open, 2022. Cites: paper

A novel nomogram to predict mortality in patients with stroke: a survival analysis based on the MIMIC-III clinical database
Xiaodan Li, Minmin Li. BMC Medical Informatics and Decision Making, 2022. Cites: paper

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