Publications citing MIMIC-III Waveform Database v1.0

Feature extraction from unequal length heterogeneous EHR time series via dynamic time warping and tensor decomposition
Chi Zhang, Hadi Fanaee‐T, Magne Thoresen. Data Mining and Knowledge Discovery, 2021. Cites: paper

Relationship between early serum sodium and potassium levels and AKI severity and prognosis in oliguric AKI patients
Daonan Chen, Jiang Du, Yun Xie et al. International Urology and Nephrology, 2021. Cites: paper

TrammelGraph: visual graph abstraction for comparison
Zhuochen Jin, Nan Chen, Yang Shi et al. Journal of Visualization, 2021. Cites: paper

Additional file 1 of 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. Figshare, 2021. Cites: paper

Additional file 2 of 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. Figshare, 2021. Cites: paper

Additional file 3 of 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. Figshare, 2021. Cites: paper

Additional file 4 of 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. Figshare, 2021. Cites: paper

Additional file 6 of 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. Figshare, 2021. Cites: paper

Additional file 7 of 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. Figshare, 2021. Cites: paper

Admission Serum Ionized and Total Calcium as New Predictors of Mortality in Patients with Cardiogenic Shock
Yue Shuang Yu, Jingwen Yu, Ren-qi Yao et al. BioMed Research International, 2021. Cites: paper

A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding
Khalil Mrini, Franck Dernoncourt, Seunghyun Yoon et al. 2021. Cites: paper

A Large-Scale Hierarchical Structure Knowledge Enhanced Pre-training Framework for Automatic ICD Coding
Shi Wang, Xunzhu Tang, Luchen Zhang. Communications in computer and information science, 2021. Cites: paper

A Mortality Risk Assessment Approach on ICU Patients Clinical Medication Events Using Deep Learning
Dejia Shi, Hanzhong Zheng. Computer Modeling in Engineering & Sciences, 2021. Cites: paper

Analyzing Code Embeddings for Coding Clinical Narratives
Wei Ya Shi, Jiewen Wu, Xiwen Yang et al. Findings of the Association for Computational Linguistics: ACL (Findings of ACL), 2021. Cites: paper

An approach for open multivariate analysis of integrated clinical and environmental exposures data
Karamarie Fecho, Perry Haaland, Ashok Kumar Krishnamurthy et al. Informatics in Medicine Unlocked, 2021. Cites: paper

An Artificial Neural Networks Model for Early Predicting In‐Hospital Mortality in Acute Pancreatitis in MIMIC‐III
Ning Ding, Cuirong Guo, Changluo Li et al. BioMed Research International, 2021. Cites: paper

An Evaluation on Entity Extraction and Semantic Similarity Metrics to Facilitate Medical Text Analysis Based on WordNet
Qinwei Zhang, Runtong Zhang. Lecture notes in computer science, 2021. Cites: paper

An Interpretable Ensemble Model of Acute Kidney Disease Risk Prediction for Patients in Coronary Care Units
Kaidi Gong, Xiaolei Xie. Lecture notes in operations research, 2021. Cites: paper

A patient-centered digital scribe for automatic medical documentation
Jesse Wang, Marc Lavender, Mohammed Ehsan Hoque et al. JAMIA Open, 2021. Cites: paper

Are we there yet? Exploring clinical domain knowledge of BERT models
Madhumita Sushil, Simon Šuster, Walter M. P. Daelemans. Workshop on Biomedical Language Processing (BioNLP), 2021. Cites: paper

Artificial Intelligence and Deep Learning in Ophthalmology
Zhaoran Wang, Pearse Andrew Keane, Michael F. Chiang et al. Springer eBooks, 2021. Cites: paper

Artificial intelligence and machine learning in intensive care unit
T.I. Ramaniuk, D.Yu. Pozdnyakov, Fedor B. Mushenok. Russian Journal of Anesthesiology and Reanimatology, 2021. Cites: paper

Artificial intelligence-based prediction of transfusion in the intensive care unit in patients with gastrointestinal bleeding
Riccardo Levi, Francesco Carli, Aldo Robles Arévalo et al. BMJ Health & Care Informatics, 2021. Cites: paper

Artificial intelligence forecasting mortality at an intensive care unit and comparison to a logistic regression system
Beatriz Nistal‐Nuño. Einstein (São Paulo), 2021. Cites: paper

Artificial Intelligence for Medical Diagnosis
Jonathan G. Richens, Albert Buchard. Springer eBooks, 2021. Cites: paper

Artificial Intelligence in Infectious Diseases
Timothy M. Rawson, Nathan Peiffer‐Smadja, Alison Helen Holmes. Springer eBooks, 2021. Cites: paper

Artificial Intelligence in Predicting Kidney Function and Acute Kidney Injury
Eiichiro Uchino, Noriaki Sato, Yasushi Okuno. Springer eBooks, 2021. Cites: paper

Assertion Detection in Clinical Notes: Medical Language Models to the Rescue?
Betty van Aken, Ivana Trajanovska, Amy Siu et al. 2021. Cites: paper

Association between comorbid diabetes mellitus and prognosis of patients with sepsis in the intensive care unit: a retrospective cohort study
Shan Lin, Shanhui Ge, Wanmei He et al. Annals of Translational Medicine, 2021. Cites: paper

Attention Models
Cao Xiao, Jimeng Sun. Springer eBooks, 2021. Cites: paper

Automated interpretation of electrocardiographic tracings
Mohammad Kachuee, Majid Sarrafzadeh. Elsevier eBooks, 2021. Cites: paper

Automatic Classification of Diagnosis-Related Groups Using ANN and XGBoost Models
Angelower Santana-Velásquez, Freddy Duitama, Julián D. Arias-Londoño. Communications in computer and information science, 2021. Cites: paper

Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism
Tong Zhou, Pengfei Cao, Yubo Chen et al. 2021. Cites: paper

A Visualization Approach for Rapid Labeling of Clinical Notes for Smoking Status Extraction
Saman Enayati, Ziyu Yang, Benjamin C.‐Y. Lu et al. 2021. Cites: paper

Benchmarking Multi-instance Learning for Multivariate Time Series Analysis
Rufat Babayev, Lena Wiese. Lecture notes in computer science, 2021. Cites: paper

BERT based clinical knowledge extraction for biomedical knowledge graph construction and analysis
Ayoub Harnoune, Maryem Rhanoui, Mounia Mikram et al. Computer Methods and Programs in Biomedicine Update, 2021. Cites: paper

BioELECTRA:Pretrained Biomedical text Encoder using Discriminators
Kamal raj Kanakarajan, Bhuvana Kundumani, Malaikannan Sankarasubbu. Workshop on Biomedical Language Processing (BioNLP), 2021. Cites: paper

Blood Urea Nitrogen and In‐Hospital Mortality in Critically Ill Patients with Cardiogenic Shock: Analysis of the MIMIC‐III Database
En-qian Liu, Chunlai Zeng. BioMed Research International, 2021. Cites: paper

Blood Urea Nitrogen to Serum Albumin Ratio Independently Predicts Mortality in Critically Ill Patients With Acute Pulmonary Embolism
Jihong Fang, Bin Xu. Clinical and Applied Thrombosis/Hemostasis, 2021. Cites: paper

Body Mass Index Is Associated with the Severity and All‐Cause Mortality of Acute Kidney Injury in Critically Ill Patients: An Analysis of a Large Critical Care Database
Benji Wang, Diwen Li, Yuqiang Gong et al. BioMed Research International, 2021. Cites: paper

BoneBert: A BERT-based Automated Information Extraction System of Radiology Reports for Bone Fracture Detection and Diagnosis
Zhihao Dai, Zhong Li, Lianghao Han. Lecture notes in computer science, 2021. Cites: paper

Characteristics and clinical subtypes of cancer patients in the intensive care unit: a retrospective observational study for two large databases
Shaowei Gao, Yaqing Wang, Lu Yang et al. Annals of Translational Medicine, 2021. Cites: paper

Clairvoyance: A Pipeline Toolkit for Medical Time Series
Daniel P. Jarrett, Jinsung Yoon, Ioana Bica et al. arXiv (Cornell University), 2021. Cites: paper

Clinical Decision Support Using a Partially Instantiated Probabilistic Graphical Model Optimized Through Quantum Annealing: Proof-of-Concept of a Computational Method Using a Clinical Data Set
David Sahner, Richard J. Williams. SSRN Electronic Journal, 2021. Cites: paper

Clinical Note Section Detection Using a Hidden Markov Model of Unified Medical Language System Semantic Types.
Aaron S. Eisman, Katherine A Brown, Elizabeth S Chen et al. PubMed Central, 2021. Cites: paper

Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration
Betty van Aken, Jens-Michalis Papaioannou, Manuel Mayrdorfer et al. Conference of the European Chapter of the Association for Computational Linguistics, 2021. Cites: paper

CLIP: A Dataset for Extracting Action Items for Physicians from Hospital Discharge Notes
James Mullenbach, Yada Pruksachatkun, Sean Adler et al. 2021. Cites: paper

Cognitive Computing-Based CDSS in Medical Practice
Jun Chen, Chao Lu, Haifeng Huang et al. Health Data Science, 2021. Cites: paper

Combining Model-Based and Model-Free Reinforcement Learning Policies for More Efficient Sepsis Treatment
Xiangyu Liu, Chao Yu, Qikai Huang et al. Lecture notes in computer science, 2021. Cites: paper

Community-level Research on Suicidality Prediction in a Secure Environment: Overview of the CLPsych 2021 Shared Task
Sean MacAvaney, Anjali Mittu, Glen Coppersmith et al. Workshop on Computational Linguistics and Clinical Psychology (CLPsych), 2021. Cites: paper

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