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

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

Comparison of Approaches for Prediction of Renal Replacement Therapy-Free Survival in Patients with Acute Kidney Injury
Pattharawin Pattharanitima, Akhil Vaid, Suraj K. Jaladanki et al. Blood Purification, 2021. Cites: paper

Contextual explanation rules for neural clinical classifiers
Madhumita Sushil, Simon Šuster, Walter M. P. Daelemans. Workshop on Biomedical Language Processing (BioNLP), 2021. Cites: paper

CoPHE: A Count-Preserving Hierarchical Evaluation Metric in Large-Scale Multi-Label Text Classification
Matúš Falis, Hang Dong, Alexandra Birch et al. Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021. Cites: paper

Correlate the first day of laboratory values with length of stay among patient admitted in intensive care unit
Thenmozhi P, Sheeba Rajakumari S, D Deepika. International Journal of Advance Research in Nursing, 2021. Cites: paper

Counterfactual Explanations for Survival Prediction of Cardiovascular ICU Patients
Zhendong Wang, Isak Samsten, Panagiotis Papapetrou. Lecture notes in computer science, 2021. Cites: paper

CrowdTeacher: Robust Co-teaching with Noisy Answers and Sample-Specific Perturbations for Tabular Data
Mani Sotoodeh, Li Xiong, Joyce Ho. Lecture notes in computer science, 2021. Cites: paper

Customized Neural Predictive Medical Text: A Use-Case on Caregivers
John Pavlopoulos, Panagiotis Papapetrou. Lecture notes in computer science, 2021. Cites: paper

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