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

Association between fluid intake and mortality in critically ill patients with negative fluid balance: a retrospective cohort study
Yanfei Shen, Xinmei Huang, Weimin Zhang. Critical Care, 2017. Cites: paper

Data Canopy
Abdul Wasay, Xinding Wei, Niv Dayan et al. ACM SIGMOD International Conference on Management of Data (SIGMOD), 2017. Cites: paper

Malicious behavior monitoring of embedded medical devices
Razan Abdulhammed, Miad Faezipour, Khaled M. Elleithy. IEEE Long Island Systems, Applications and Technology Conference (LISAT), 2017. Cites: paper

Hypoxic hepatitis — its biochemical profile, causes and risk factors of mortality in critically-ill patients: A cohort study of 565 patients
Mohammed M. Aboelsoud, Amen I. Javaid, Mazen O. Al‐Qadi et al. Journal of Critical Care, 2017. Cites: paper

Neural Causal Regularization under the Independence of Mechanisms Assumption
Mohammad Taha Bahadori, Krzysztof Chalupka, Edward Choi et al. 2017. Cites: paper

Variational Recurrent Adversarial Deep Domain Adaptation
Sanjay Purushotham, Wilka Carvalho, Tanachat Nilanon et al. International Conference on Learning Representations, 2017. Cites: paper

A Reinforcement Learning Approach to Weaning of Mechanical Ventilation in Intensive Care Units
Niranjani Prasad, Lifang Cheng, Corey Chivers et al. arXiv (Cornell University), 2017. Cites: paper

Evidence appraisal: a scoping review, conceptual framework, and research agenda
Andrew Goldstein, Eric Venker, Chunhua Weng. Journal of the American Medical Informatics Association, 2017. Cites: paper

SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data
Jason Fries, Sen Wu, Alexander Ratner et al. arXiv (Cornell University), 2017. Cites: paper

Discriminative and Distinct Phenotyping by Constrained Tensor Factorization
Yejin Kim, Robert E. El-Kareh, Jimeng Sun et al. Scientific Reports, 2017. Cites: paper

A Mortality Study for ICU Patients Using Bursty Medical Events
Luca Bonomi, Xiaoqian Jiang. IEEE International Conference on Data Engineering (ICDE), 2017. Cites: paper

Survival Topic Models for Predicting Outcomes for Trauma Patients
Yuanyang Zhang, Richard Jiang, Linda Ruth Petzold. IEEE International Conference on Data Engineering (ICDE), 2017. Cites: paper

A path to precision in the ICU
David M. Maslove, François Lamontagne, John C. Marshall et al. Critical Care, 2017. Cites: paper

Sparse Multi-Output Gaussian Processes for Medical Time Series Prediction
Lifang Cheng, Gregory Darnell, Bianca Dumitrascu et al. arXiv (Cornell University), 2017. Cites: paper

Generating Multi-label Discrete Electronic Health Records using Generative Adversarial Networks.
Edward Choi, Siddharth Biswal, Bradley Malin et al. arXiv (Cornell University), 2017. Cites: paper

Generating Multi-label Discrete Patient Records using Generative Adversarial Networks
Edward Choi, Siddharth Biswal, Bradley Malin et al. arXiv (Cornell University), 2017. Cites: paper

Linking temporal medical records using non-protected health information data
Luca Bonomi, Xiaoqian Jiang. Statistical Methods in Medical Research, 2017. Cites: paper

Big Data Analyses in Health and Opportunities for Research in Radiology
Yindalon Aphinyanaphongs. Seminars in Musculoskeletal Radiology, 2017. Cites: paper

Respiratory rate estimation from the photoplethysmogram via joint sparse signal reconstruction and spectra fusion
Xiaorong Zhang, Quan Ding. Biomedical Signal Processing and Control, 2017. Cites: paper

Condensed Memory Networks for Clinical Diagnostic Inferencing
Aaditya Prakash, Siyuan Zhao, Sadid A. Hasan et al. AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI)), 2017. Cites: paper

Causal Regularization
Mohammad Taha Bahadori, Krzysztof Chalupka, Edward Choi et al. arXiv (Cornell University), 2017. Cites: paper

Association of do-not-resuscitate order and survival in patients with severe sepsis and/or septic shock
Zhongheng Zhang, Yucai Hong, Ning Liu et al. Intensive Care Medicine, 2017. Cites: paper

AKI-CLIF-SOFA: a novel prognostic score for critically ill cirrhotic patients with acute kidney injury
Dan‐Qin Sun, Chenfei Zheng, Wen‐Yue Liu et al. Aging, 2017. Cites: paper

A Dynamic Data Warehousing Platform for Creating and Accessing Biomedical Data Lakes
Pradeeban Kathiravelu, Ashish Sharma. Lecture notes in computer science, 2017. Cites: paper

An Automated System for Categorizing Transthoracic Echocardiography Indications According to the Echocardiography Appropriate Use Criteria.
Aaron S. Eisman, Rory B. Weiner, Elizabeth S Chen et al. PubMed Central, 2017. Cites: paper

A New Temporal Abstraction for Health Diagnosis Prediction using Deep Recurrent Networks
Alireza Manashty, Janet Light Thomson. International Database Engineering & Applications Symposium (IDEAS), 2017. Cites: paper

A Practical Approach to Machine Learning for Clinical Decision Support
Daniel Miller, David Scheinker, Nicholas Bambos C. Springer proceedings in mathematics & statistics, 2017. Cites: paper

A Short Review of Ethical Challenges in Clinical Natural Language Processing
Simon Šuster, Stéphan Tulkens, Walter M. P. Daelemans. 2017. Cites: paper

Association between elevated central venous pressure and outcomes in critically ill patients
Dongkai Li, Xiaoting Wang, Dawei Liu. Annals of Intensive Care, 2017. Cites: paper

Big data in healthcare - the promises, challenges and opportunities from a research perspective: A case study with a model database.
Mohammad Adibuzzaman, Po-Ching C. DeLaurentis, Jennifer Hill et al. PubMed Central, 2017. Cites: paper

BioNLP 2017
2017. Cites: paper

Clinical Event Detection with Hybrid Neural Architecture
Adyasha Maharana, Meliha Yetişgen. 2017. Cites: paper

CREST - Risk Prediction for Clostridium Difficile Infection Using Multimodal Data Mining
Cansu Şen, Thomas Hartvigsen, Elke Angelika Rundensteiner et al. Lecture notes in computer science, 2017. Cites: paper

Distant Supervision with Transductive Learning for Adverse Drug Reaction Identification from Electronic Medical Records
Siriwon Taewijit, Thanaruk Theeramunkong, Mitsuru Ikeda. Journal of Healthcare Engineering, 2017. Cites: paper

Effects of Varying Sampling Frequency on the Analysis of Continuous ECG Data Streams
Ruhi Mahajan, Rishikesan Kamaleswaran, Oğuz Akbilgiç. Lecture notes in computer science, 2017. Cites: paper

Enabling Machine Learning in Critical Care.
Tom Pollard, Leo Anthony Celi. PubMed, 2017. Cites: paper

Ethical Research Protocols for Social Media Health Research
Adrian Benton, Glen Coppersmith, Mark H. Dredze. 2017. Cites: paper

GUIR at SemEval-2017 Task 12: A Framework for Cross-Domain Clinical Temporal Information Extraction
Sean MacAvaney, Arman Cohan, Nazli Goharian. International Workshop on Semantic Evaluation (SemEval), 2017. Cites: paper

Hierarchical Genetic Algorithm and Fuzzy Radial Basis Function Networks for Factors Influencing Hospital Length of Stay Outliers
Ahmed Belderrar, Abdeldjebar Hazzab. Healthcare Informatics Research, 2017. Cites: paper

Identifying Psychiatric Comorbidities for Obstructive Sleep Apnea in the Biomedical Literature and Electronic Health Record.
Jessica M. Haddad, Elizabeth S Chen. PubMed Central, 2017. Cites: paper

Improving Pattern Detection in Healthcare Process Mining Using an Interval-Based Event Selection Method
Amirah Alharbi, Andrew J. Bulpitt, Owen Ashby Johnson. Lecture notes in business information processing, 2017. Cites: paper

LIMSI-COT at SemEval-2017 Task 12: Neural Architecture for Temporal Information Extraction from Clinical Narratives
Julien Tourille, Olivier Ferret, Xavier Tannier et al. International Workshop on Semantic Evaluation (SemEval), 2017. Cites: paper

Machine Learning Methods To Identify Hidden Phenotypes In The Electronic Health Record
Brett K. Beaulieu‐Jones. ScholarlyCommons (University of Pennsylvania), 2017. Cites: paper

Neural Architecture for Temporal Relation Extraction: A Bi-LSTM Approach for Detecting Narrative Containers
Julien Tourille, Olivier Ferret, Aurélie Névéol A et al. Annual Meeting of the Association for Computational Linguistics (ACL), 2017. Cites: paper

PDD Graph: Bridging Electronic Medical Records and Biomedical Knowledge Graphs via Entity Linking
Meng Wang, Jiaheng Zhang, Jun Liu et al. Lecture notes in computer science, 2017. Cites: paper

Predicting intervention onset in the ICU with switching state space models.
Marzyeh Ghassemi, Mike Wu, Michael C. Hughes et al. PubMed Central, 2017. Cites: paper

Proceedings of the First ACL Workshop on Ethics in Natural Language Processing
2017. Cites: paper

Real-time mortality prediction in the Intensive Care Unit.
Alistair E. W. Johnson, Roger G. Mark. PubMed Central, 2017. Cites: paper

Sequence-Based Measure for Assessing Drug-Side Effect Causal Relation from Electronic Medical Records
Tran-Thai Dang, Tu-Bao Ho. Communications in computer and information science, 2017. Cites: paper

System for Collecting Biosignal Data from Multiple Patient Monitoring Systems
Dukyong Yoon, Sukhoon Lee, Tae Young Kim et al. Healthcare Informatics Research, 2017. Cites: paper

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