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

Modeling and Estimation for the Renal System
Benjamin J. Czerwin. 2021. Cites: paper

Modeling Diagnostic Label Correlation for Automatic ICD Coding
Shang-Chi Tsai, Chao-Wei Huang, Yun-Nung Chen. Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), 2021. Cites: paper

Multi-granular Legal Topic Classification on Greek Legislation
Christos Papaloukas, Ilias Chalkidis, Konstantinos Athinaios et al. Natural Legal Language Processing Workshop (NLLP), 2021. Cites: paper

Multiple Testing of Conditional Independence Hypotheses Using Information-Theoretic Approach
Małgorzata Łazȩcka, Jan Mielniczuk. Lecture notes in computer science, 2021. Cites: paper

Multitask Recalibrated Aggregation Network for Medical Code Prediction
Wei Sun, Shaoxiong Ji, Erik Cambria et al. Lecture notes in computer science, 2021. Cites: paper

Neural Clinical Event Sequence Prediction Through Personalized Online Adaptive Learning
Jeong Min Lee, Miloš Hauskrecht. Lecture notes in computer science, 2021. Cites: paper

Neural Entity Recognition with Gazetteer based Fusion
Qing Sun, Parminder Bhatia. Findings of the Association for Computational Linguistics: ACL (Findings of ACL), 2021. Cites: paper

Parameter-Efficient Domain Knowledge Integration from Multiple Sources for Biomedical Pre-trained Language Models
Qiuhao Lu, Dejing Dou, Thien Huu Nguyen. Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP), 2021. Cites: paper

Parameter Selection: Why We Should Pay More Attention to It
Jie-Jyun Liu, Tsung‐Han Yang, Sian Chen et al. 2021. Cites: paper

Phenotypes for Resistant Bacteria Infections Using an Efficient Subgroup Discovery Algorithm
Antonio Lopez-Martinez-Carrasco, José M. Juárez, Manuel Campos et al. Lecture notes in computer science, 2021. Cites: paper

Photoplethysmography-Based Blood Pressure Estimation Combining Filter-Wrapper Collaborated Feature Selection With LASSO-LSTM Model
Dingliang Wang, Xuezhi Yang, Xuenan Liu et al. IEEE Transactions on Instrumentation and Measurement, 2021. Cites: paper

Physician documentation matters. Using natural language processing to predict mortality in sepsis
Keaton Cooley-Rieders, Kai Wen Zheng. Intelligence-Based Medicine, 2021. Cites: paper

Predicting Risk of Mortality in Pediatric ICU Based on Ensemble Step-Wise Feature Selection
Shenda Hong, Xinlin Hou, Jin Jing et al. Health Data Science, 2021. Cites: paper

Predicting the Prognosis of Patients in the Coronary Care Unit via Machine Learning Using XGBoost
X. Wang, Tianqi Zhu, Minghong Xia et al. SSRN Electronic Journal, 2021. Cites: paper

Predicting Unplanned Hospital Readmissions using Patient Level Data
Mahesh Balan U, Meet Gandhi, Swaminathan Rammohan. Hawaii International Conference on System Sciences (HICSS), 2021. Cites: paper

Prediction Models for AKI in ICU: A Comparative Study.
Qing Qian, Jinming Wu, Jiayang Wang et al. PubMed Central, 2021. Cites: paper

Prediction of Intensive Care Unit Mortality Based on Missing Events
Tatsuma Shoji, Hiroshi Yonekura, Yoshiharu Sato et al. Archives of Clinical and Biomedical Research, 2021. Cites: paper

Predictive value of neutrophil-leucocyte in cardiac surgery
Weimin Zhang, Xuandong Jiang. Annals of Translational Medicine, 2021. Cites: paper

Prevalence of Clostridioides difficile Infection in Critically Ill Patients with Extreme Leukocytosis and Diarrhea
Bijan J. Teja, Nafeesa Alibhai, Gordon David Rubenfeld et al. Infectious Disease Reports, 2021. Cites: paper

Privacy-Preserving Collective Learning With Homomorphic Encryption
Jestine Paul, Meenatchi Sundaram Muthu Selva Annamalai, William Ming et al. IEEE Access, 2021. Cites: paper

Probing Pre-Trained Language Models for Disease Knowledge
Israa Alghanmi, Luis Espinosa-Anke, Steven Schockaert. Findings of the Association for Computational Linguistics: ACL (Findings of ACL), 2021. Cites: paper

Proceedings of the Fifth Workshop on Teaching NLP
2021. Cites: paper

Proceedings of the Second Workshop on Natural Language Processing for Medical Conversations
2021. Cites: paper

Proceedings of the Third Workshop on Privacy in Natural Language Processing
2021. Cites: paper

Process Mining of Disease Trajectories in MIMIC-III: A Case Study
Guntur Prabawa Kusuma, Angelina Prima Kurniati, Ciarán D. McInerney et al. Lecture notes in business information processing, 2021. Cites: paper

Prognostic Value of Blood Urea Nitrogen/Creatinine Ratio for Septic Shock: An Analysis of the MIMIC‐III Clinical Database
Didi Han, Luming Zhang, Shuai Zheng et al. BioMed Research International, 2021. Cites: paper

RADAR: Recurrent Autoencoder Based Detector for Adversarial Examples on Temporal EHR
Wenjie Wang, Pengfei Tang, Li Xiong et al. Lecture notes in computer science, 2021. Cites: paper

Readmission Prediction with Knowledge Graph Attention and RNN-Based Ordinary Differential Equations
Su Pei, Ke Niu, Xueping Peng et al. Lecture notes in computer science, 2021. Cites: paper

Recurrent Neural Networks (RNN)
Cao Xiao, Jimeng Sun. Springer eBooks, 2021. Cites: paper

Reducing Physicians' Cognitive Load During Chart Review: A Problem-Oriented Summary of the Patient Electronic Record.
Jennifer J. Liang, Ching-Huei Tsou, Bharath Dandala et al. PubMed Central, 2021. Cites: paper

Refocusing on Relevance: Personalization in NLG
Shiran Dudy, Steven D. Bedrick, Bonnie Webber. Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021. Cites: paper

Review: Privacy-Preservation in the Context of Natural Language Processing
Darshini Mahendran, Changqing Luo, Bridget Thomson McInnes. IEEE Access, 2021. Cites: paper

Risk markers by sex for in-hospital mortality in patients with acute coronary syndrome: A machine learning approach
Blanca Vázquez, Gibrán Fuentes-Pineda, F. García et al. Informatics in Medicine Unlocked, 2021. Cites: paper

Seasonality in Infection Predictions Using Interpretable Models for High Dimensional Imbalanced Datasets
Bernardo Cánovas-Segura, Antonio Morales, José M. Juárez et al. Lecture notes in computer science, 2021. Cites: paper

Self-attention Enhanced Patient Journey Understanding in Healthcare System
Xueping Peng, Guodong Long, Tao Shen et al. Lecture notes in computer science, 2021. Cites: paper

Self-Correcting Recurrent Neural Network for Acute Kidney Injury Prediction in Critical Care
Hao Yang Du, Ziyuan Pan, Kee Yuan Ngiam et al. Health Data Science, 2021. Cites: paper

Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case
Jingqing Zhang, Luis Bolanos Trujillo, Tong Li et al. Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021. Cites: paper

SemEval-2021 Task 10: Source-Free Domain Adaptation for Semantic Processing
Egoitz Laparra, Xin Su, Yiyun Zhao et al. International Workshop on Semantic Evaluation (SemEval), 2021. Cites: paper

SMAT: An Attention-Based Deep Learning Solution to the Automation of Schema Matching
Jing Zhang, Bonggun Shin, Jinho D. Choi et al. Lecture notes in computer science, 2021. Cites: paper

Span Classification Based Model for Clinical Concept Extraction
Yongtao Tang, Jie Yu, Shasha Li et al. Lecture notes on data engineering and communications technologies, 2021. Cites: paper

Subpopulation Process Mining in the ICU for Patients Diagnosed with a type of Pneumonia
Lisan Graumans. 2021. Cites: paper

Susceptible Temporal Patterns Discovery for Electronic Health Records via Adversarial Attack
Rui Zhang, Wei Zhang, Ning Liu et al. Lecture notes in computer science, 2021. Cites: paper

Taming Pre-trained Language Models with N-gram Representations for Low-Resource Domain Adaptation
Shizhe Diao, Ruijia Xu, Hongjin Su et al. 2021. Cites: paper

Targeted Adversarial Training for Natural Language Understanding
Lis Kanashiro Pereira, Xiaodong Liu, Hao Cheng et al. Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), 2021. Cites: paper

Teaching Analytics Medical-Data Common Sense
Tomer Sagi, Nitzan Shmueli, Bruce Friedman et al. Lecture notes in computer science, 2021. Cites: paper

The Association of Coagulation Indicators and Coagulant Agents With 30-Day Mortality of Critical Diabetics
Yingxin Huang, Zhihua Zhong, Fanna Liu. Clinical and Applied Thrombosis/Hemostasis, 2021. Cites: paper

The value of lactate/albumin ratio for predicting the clinical outcomes of critically ill patients with heart failure
Wenqin Guo, Lingyue Zhao, Hanjun Zhao et al. Annals of Translational Medicine, 2021. Cites: paper

ToraxIA: Virtual Assistant for Radiologists Based on Deep Learning from Chest X-Ray
Martin Carnier, Raul Albertti, Liliana Gavidia et al. Advances in intelligent systems and computing, 2021. Cites: paper

Towards early sepsis detection from measurements at the general ward through deep learning
Sebastiaan Pascal Oei, Ruud J. G. van Sloun, Myrthe van der Ven et al. Intelligence-Based Medicine, 2021. Cites: paper

Transformer over Pre-trained Transformer for Neural Text Segmentation with Enhanced Topic Coherence
Kelvin Lo, Yuan Jin, Weicong Tan et al. Findings of the Association for Computational Linguistics: EMNLP (Findings of EMNLP), 2021. Cites: paper

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