Publications citing MIMIC-III Waveform Database v1.0

The Relationship Between the Serum Anion Gap and All-Cause Mortality in Acute Pancreatitis: An Analysis of the MIMIC-III Database
Fang Gong, Quan Zhou, Chunmei Gui et al. International Journal of General Medicine, 2021. Cites: paper

Zukunft der Intensivmedizin – Künstliche Intelligenz
Johannes Bickenbach, Oliver Maaßen. Intensivmedizin up2date, 2021. Cites: paper

Lexicon Development for COVID-19-related Concepts Using Open-source Word Embedding Sources: An Intrinsic and Extrinsic Evaluation
Soham Parikh, Anahita Davoudi, Shun Yu et al. JMIR Medical Informatics, 2021. Cites: paper

Predicting and simulating effects of PEEP changes with machine learning
Claas Strodthoff, Inéz Frerichs, Norbert Weiler et al. medRxiv, 2021. Cites: paper

Artificial intelligence for a personalized diagnosis and treatment of atrial fibrillation
A Nava, Felipe Atienza, Javier Bermejo et al. American Journal of Physiology-Heart and Circulatory Physiology, 2021. Cites: paper

Patients With Idiopathic Pulmonary Fibrosis Admitted to the ICU With Acute Respiratory Failure—A Reevaluation of the Risk Factors and Outcomes
Matthew Schrader, Matheni Sathananthan, Niranjan Jeganathan. Journal of Intensive Care Medicine, 2021. Cites: paper

Early Prediction of Sepsis using Machine Learning
Anuraag Shankar, Mufaddal Diwan, Snigdha Singh et al. International Conference on Cloud Computing, Data Science & Engineering (Confluence), 2021. Cites: paper

CDS -- Causal Inference with Deep Survival Model and Time-varying Covariates
Jie Zhu, Blanca Gallego. arXiv (Cornell University), 2021. Cites: paper

Impact of Continuous Renal Replacement Therapy as Treatment for Sepsis-Associated Acute Kidney Injury on Lactate Levels and the Risk of 28-Day Mortality in Intensive Care Units
Luming Zhang, Zichen Wang, Fengshuo Xu et al. Research Square, 2021. Cites: paper

Medical Segment Coloring of Clinical Notes
Maha Alkhairy. arXiv (Cornell University), 2021. Cites: paper

The Consequences of the Framing of Machine Learning Risk Prediction Models: Evaluation of Sepsis in General Wards
Simon Meyer Lauritsen, Bo Thiesson, Marianne Johansson Jørgensen et al. arXiv (Cornell University), 2021. Cites: paper

Total SOFA and SOFA Kidney are Associated with Short Term and Long term Outcoming of Sepsis-Associated Liver Injury
Miao He, Hong Liang, Yuteng Ma et al. Research Square, 2021. Cites: paper

Current status of China's critical care medicine big data platform and future prospects
Longxiang Su, Shengjun Liu, Xiang Qin Zhou et al. Chinese Medical Journal, 2021. Cites: paper

Multi-Time Attention Networks for Irregularly Sampled Time Series
Satya Narayan Shukla, Benjamin M. Marlin. PubMed, 2021. Cites: paper

Künstliche Intelligenz in der Neurointensivmedizin
Nils Schweingruber, Christian P Gerloff. Der Nervenarzt, 2021. Cites: paper

Extracting Lifestyle Factors for Alzheimer's Disease from Clinical Notes Using Deep Learning with Weak Supervision
Zitao Shen, Yoonkwon Yi, Anusha Bompelli et al. arXiv (Cornell University), 2021. Cites: paper

The impact of statin use prior to intensive care unit admission on critically ill patients with sepsis
Eric E. Chinaeke, Bryan L. Love, Joe Magagnoli et al. Pharmacotherapy The Journal of Human Pharmacology and Drug Therapy, 2021. Cites: paper

An empirical meta-analysis of the life sciences linked open data on the web
Maulik R. Kamdar, Mark A. Musen. Scientific Data, 2021. Cites: paper

Development and Validation of a Sepsis Mortality Risk Score for Sepsis-3 Patients in Intensive Care Unit
Kai Zhang, Shufang Zhang, Wei Cui et al. Frontiers in Medicine, 2021. Cites: paper

Incremental Parameter Estimation of Stochastic State-Based Models
Robert Lipp, Anke Schmeink, Guido Dartmann et al. IEEE World Symposium on Applied Machine Intelligence and Informatics (SAMI), 2021. Cites: paper

Evaluation and improvement of the National Early Warning Score (NEWS2) for COVID-19: a multi-hospital study
Ewan Carr, Rebecca Bendayan, Daniel M. Bean et al. BMC Medicine, 2021. Cites: paper

Hybrid Deep Learning for Medication-Related Information Extraction From Clinical Texts in French: MedExt Algorithm Development Study
Jordan Jouffroy, Sarah F. Feldman, Ivan Lerner et al. JMIR Medical Informatics, 2021. Cites: paper

Leveraging big data analytics in healthcare enhancement: trends, challenges and opportunities
Arshia Rehman, Saeeda Naz, Imran Razzak. Multimedia Systems, 2021. Cites: paper

Machine learning in patient flow: a review
Rasheed El-Bouri, Thomas Taylor, Alexey Youssef et al. Progress in Biomedical Engineering, 2021. Cites: paper

Prediction of Treatment Medicines With Dual Adaptive Sequential Networks
Yang An, Liang Zhang, Haoyu Yang et al. IEEE Transactions on Knowledge and Data Engineering, 2021. Cites: paper

Predictive value of red blood cell distribution width in critically ill patients with atrial fibrillation: a retrospective cohort study
Hongfen Zeng, Tingting Tao, Zetao Ma et al. Annals of Palliative Medicine, 2021. Cites: paper

Similarity-Based Unsupervised Spelling Correction Using BioWordVec: Development and Usability Study of Bacterial Culture and Antimicrobial Susceptibility Reports
Taehyeong Kim, Sung Won Han, Minji Kang et al. JMIR Medical Informatics, 2021. Cites: paper

Artificial intelligence: what should an intensivist have in mind in the beginning of the new era?
Luiz Alberto Cerqueira Batista Filho. Anaesthesia Pain & Intensive Care, 2021. Cites: paper

Multi-channel, convolutional attention based neural model for automated diagnostic coding of unstructured patient discharge summaries
Veena Mayya, S. Sowmya Kamath, Gokul S Krishnan et al. Future Generation Computer Systems, 2021. Cites: paper

Modeling multivariate clinical event time-series with recurrent temporal mechanisms
Jeong Min Lee, Miloš Hauskrecht. Artificial Intelligence in Medicine, 2021. Cites: paper

Multi-label legal document classification: A deep learning-based approach with label-attention and domain-specific pre-training
Dezhao Song, Andrew Vold, Kanika Madan et al. Information Systems, 2021. Cites: paper

A fast, accurate, and generalisable heuristic-based negation detection algorithm for clinical text
Luke T. Slater, William M. Bradlow, Dino FA Motti et al. Computers in Biology and Medicine, 2021. Cites: paper

Conceptual Modelling of Genotype and Phenotype Information
Mohamed Nadjib Boufenara, Mohamed Lamine Berkane, Mahmoud Boufaïda. International Conference on Software Engineering and Information Management (ICSIM), 2021. Cites: paper

New and Increasing Rates of Adverse Events Can be Found in Unstructured Text in Electronic Health Records using the Shakespeare Method
Roselie A. Bright, Katherine Dowdy, Summer K. Rankin et al. medRxiv, 2021. Cites: paper

Where do Clinical Language Models Break Down? A Critical Behavioural Exploration of the ClinicalBERT Deep Transformer Model
Alexander C. MacLean, Alexander M. Wong. Journal of Computational Vision and Imaging Systems, 2021. Cites: paper

Comparing the predictive values of five scales for 4-year all-cause mortality in critically ill elderly patients with sepsis
Linpei Jia, Lixiao Hao, Xiaoxia Li et al. Annals of Palliative Medicine, 2021. Cites: paper

Incorporating Domain Knowledge Into Language Models by Using Graph Convolutional Networks for Assessing Semantic Textual Similarity: Model Development and Performance Comparison
David Chang, Eric C. Lin, Cynthia Brandt et al. JMIR Medical Informatics, 2021. Cites: paper

Adversarial Sample Enhanced Domain Adaptation: A Case Study on Predictive Modeling with Electronic Health Records
Yiqin Yu, Pin‐Yu Chen, Yuan Zhou et al. arXiv (Cornell University), 2021. Cites: paper

X-CAL: Explicit Calibration for Survival Analysis
Goldstein, Mark, Xintian Han, Aahlad Puli et al. PubMed, 2021. Cites: paper

Association between normalized lactate load and mortality in patients with septic shock: an analysis of the MIMIC-III database
Han Chen, Shurong Gong, Rongguo Yu. BMC Anesthesiology, 2021. Cites: paper

Mortality Prediction in ICU Patients Using Machine Learning Models
Fawad Ahmad, Huma Ayub, Rehan Liaqat et al. International Bhurban Conference on Applied Sciences and Technology (IBCAST), 2021. Cites: paper

A Framework for Assurance of Medication Safety using Machine Learning
Yan Jia, Tom Lawton, John A. McDermid et al. arXiv (Cornell University), 2021. Cites: paper

Deep Learning applications for COVID-19
Connor Shorten, Taghi M. Khoshgoftaar, Borko Furht. Journal Of Big Data, 2021. Cites: paper

Attack-agnostic Adversarial Detection on Medical Data Using Explainable Machine Learning
Matthew Watson, Noura Al Moubayed. Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition, 2021. Cites: paper

GPSRL: Learning Semi-Parametric Bayesian Survival Rule Lists from Heterogeneous Patient Data
Ameer Hamza Shakur, Xiaoning Qian, Zhangyang Wang et al. Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition, 2021. Cites: paper

Identifying Decision Points for Safe and Interpretable Reinforcement Learning in Hypotension Treatment
Kristine Zhang, Yuanheng Wang, Jianzhun Du et al. arXiv (Cornell University), 2021. Cites: paper

BertMCN: Mapping colloquial phrases to standard medical concepts using BERT and highway network
Katikapalli Subramanyam Kalyan, S. Sangeetha. Artificial Intelligence in Medicine, 2021. Cites: paper

Generalized Prediction of Hemodynamic Shock in Intensive Care Units
Aditya Nagori, Pradeep Singh, Sameena Firdos et al. medRxiv, 2021. Cites: paper

Prognostic nomogram for 30-day mortality of deep vein thrombosis patients in intensive care unit
Runnan Shen, Ming Gao, Yangu Tao et al. BMC Cardiovascular Disorders, 2021. Cites: paper

Risk markers by sex and age group for in-hospital mortality in patients with STEMI or NSTEMI: an approach based on machine learning.
Blanca Vázquez, Gibran Fuentes, F. García et al. arXiv (Cornell University), 2021. Cites: paper

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