Publications citing MIMIC-II Clinical Database v2.6.0

Multivariate temporal symptomatic characterization of cardiac arrest
Yubin Park, Joyce C. Ho, Joydeep Ghosh. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2013. Cites: paper

Tracking progression of patient state of health in critical care using inferred shared dynamics in physiological time series
Li-wei H. Lehman, Shamim Nemati, Ryan Prescott Adams et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2013. Cites: paper

“Big Data” in the Intensive Care Unit. Closing the Data Loop
Leo Anthony Celi, Roger G. Mark, David J. Stone et al. American Journal of Respiratory and Critical Care Medicine, 2013. Cites: paper

Prediction of CPAP Failure in the Neonatal Icu
Laura Livant, Colleen M. Ennett. CMBES Proceedings, 2013. Cites: paper

A research infrastructure for real-time evaluation of predictive algorithms for intensive care units
Zhengbo Zhang, Joan Lee, DJ Scott et al. ICME International Conference on Complex Medical Engineering (CME), 2013. Cites: paper

Stochastic Modeling of the PPG Signal: A Synthesis-by-Analysis Approach With Applications
D. Martín-Martínez, Pablo Casaseca‐de‐la‐Higuera, Marcos Martín‐Fernández et al. IEEE Transactions on Biomedical Engineering, 2013. Cites: paper

Comment on “Time to Integrate Clinical and Research Informatics”
Clement J. McDonald, Daniel J. Vreeman, Swapna Abhyankar. Science Translational Medicine, 2013. Cites: paper

Making ICU Prognostication Patient Centered
William J. Ehlenbach, Colin R. Cooke. Critical Care Medicine, 2013. Cites: paper

Pharmacovigilance: An Active Surveillance System to Proactively Identify Risks for Adverse Events
Christopher Moses, Leo Anthony Celi, John C. Marshall. Population Health Management, 2013. Cites: paper

External phenome analysis enables a rational federated query strategy to detect changing rates of treatment-related complications associated with multiple myeloma
Jeremy Lyle Warner, Gil Alterovitz, Kelly Bodio et al. Journal of the American Medical Informatics Association, 2013. Cites: paper

Dynamic Data During Hypotensive Episode Improves Mortality Predictions Among Patients With Sepsis and Hypotension*
Louis Mayaud, Peggy S. Lai, Gari D. Clifford et al. Critical Care Medicine, 2013. Cites: paper

Robust control design for automatic regulation of blood pressure
Nicolò Malagutti, Arvin Dehghani, Rodney A. Kennedy. IET Control Theory and Applications, 2013. Cites: paper

Coefficient-Free Blood Pressure Estimation Based on Pulse Transit Time–Cuff Pressure Dependence
Mohamad Forouzanfar, S. Ahmad, Izmail Batkin et al. IEEE Transactions on Biomedical Engineering, 2013. Cites: paper

Using Existing Data to Address Important Clinical Questions in Critical Care
Colin R. Cooke, Theodore John Iwashyna. Critical Care Medicine, 2013. Cites: paper

Proton-pump inhibitor use is associated with low serum magnesium concentrations
John Danziger, Jeffrey H. William, DJ Scott et al. Kidney International, 2013. Cites: paper

ECG Signal Quality During Arrhythmia and Its Application to False Alarm Reduction
Joachim A. Behar, Julien Oster, Qiao Li et al. IEEE Transactions on Biomedical Engineering, 2013. Cites: paper

Accessing the public MIMIC-II intensive care relational database for clinical research
DJ Scott, Joon Lee, Ikaro Silva et al. BMC Medical Informatics and Decision Making, 2013. Cites: paper

Analysis of Heart Rate Variability
Patrick R. Norris. Springer eBooks, 2013. Cites: paper

A simple method to extract key maternal data from neonatal clinical notes.
Swapna Abhyankar, Dina Demner‐Fushman. Europe PMC (PubMed Central), 2013. Cites: paper

A Supervised Abbreviation Resolution System for Medical Text
Pierre Zweigenbaum, Louise Deléger, Thomas Lavergne et al. 2013. Cites: paper

A Supervised Named-Entity Extraction System for Medical Text.
Andreea Bodnari, Louise Deléger, Thomas Lavergne et al. CLEF (Working Notes), 2013. Cites: paper

Developing predictive models using electronic medical records: challenges and pitfalls.
Chris Paxton, Alexandru Niculescu-Mizil, Suchi Saria. Europe PMC (PubMed Central), 2013. Cites: paper

DYNACARE: Dynamic Cardiac Arrest Risk Estimation
Joyce C. Ho, Yubin Park, Carlos Marinho Carvalho et al. 2013. Cites: paper

icuARM-An ICU Clinical Decision Support System Using Association Rule Mining
Chih‐Wen Cheng, Nikhil K. Chanani, Janani Venugopalan et al. IEEE Journal of Translational Engineering in Health and Medicine, 2013. Cites: paper

Identifying evolving multivariate dynamics in individual and cohort time series, with application to physiological control systems
Shamim Nemati. DSpace@MIT (Massachusetts Institute of Technology), 2013. Cites: paper

Identifying synonymy between SNOMED clinical terms of varying length using distributional analysis of electronic health records.
Aron Henriksson, Mike Conway, Martin Duneld et al. Europe PMC (PubMed Central), 2013. Cites: paper

Lessons learned in replicating data-driven experiments in multiple medical systems and patient populations.
Samantha Kleinberg, Noémie Elhadad. Europe PMC (PubMed Central), 2013. Cites: paper

Medical Informatics
J. Claude Hemphill, Marco D. Sorani, Stuart Russell et al. Elsevier eBooks, 2013. Cites: paper

Probabilistic Modeling of Kidney Dynamics for Renal Failure Prediction
Boon Teik Ooi. DSpace@MIT (Massachusetts Institute of Technology), 2013. Cites: paper

Semantic Spaces of Clinical Text : Leveraging Distributional Semantics for Natural Language Processing of Electronic Health Records
Aron Henriksson. KTH Publication Database DiVA (KTH Royal Institute of Technology), 2013. Cites: paper

Word Sense Disambiguation in Clinical Text
Rachel Chasin. 2013. Cites: paper

Methods of Blood Pressure Measurement in the ICU*
Li-wei H. Lehman, Mohammed Saeed, Daniel S. Talmor et al. Critical Care Medicine, 2012. Cites: paper

Lower short- and long-term mortality associated with overweight and obesity in a large cohort study of adult intensive care unit patients
Swapna Abhyankar, Kira Leishear, Fiona M. Callaghan et al. Critical Care, 2012. Cites: paper

Privacy-preserving heterogeneous health data sharing
Noman Mohammed, Xiaoqian Jiang, Rui Chen et al. Journal of the American Medical Informatics Association, 2012. Cites: paper

An Electronic Simplified Acute Physiology Score-Based Risk Adjustment Score for Critical Illness in an Integrated Healthcare System*
Vincent X. Liu, Benjamin J. Turk, Arona I. Ragins et al. Critical Care Medicine, 2012. Cites: paper

Empirical relationships among oliguria, creatinine, mortality, and renal replacement therapy in the critically ill
Tal Mandelbaum, Joon Lee, DJ Scott et al. Intensive Care Medicine, 2012. Cites: paper

A neonatal apnoea monitor for resource-constrained environments
Jonathan Daly, Violeta Monasterio, Gari D. Clifford. 2012. Cites: paper

Use of in situ simulation and human factors engineering to assess and improve emergency department clinical systems for timely telemetry-based detection of life-threatening arrhythmias
Leo Kobayashi, Ramakrishna Parchuri, Fenwick G. Gardiner et al. BMJ Quality & Safety, 2012. Cites: paper

A Database-driven Decision Support System: Customized Mortality Prediction
Leo Anthony Celi, Sean Galvin, Guido Davidzon et al. Journal of Personalized Medicine, 2012. Cites: paper

Signal quality and data fusion for false alarm reduction in the intensive care unit
Qiao Li, Gari D. Clifford. Journal of Electrocardiology, 2012. Cites: paper

Developing a Continuous Monitoring Infrastructure for Detection of Inpatient Deterioration
Joshua Pyke, Andreas H. Taenzer, Christian E. Renaud et al. The Joint Commission Journal on Quality and Patient Safety, 2012. Cites: paper

Patient specific predictions in the intensive care unit using a Bayesian ensemble
Alistair E. W. Johnson, Nic Dunkley, Louis Mayaud et al. 2012. Cites: paper

Robust classification of neonatal apnoea-related desaturations
Violeta Monasterio, Fred Burgess, Gari D. Clifford. Physiological Measurement, 2012. Cites: paper

An integrated data mining approach to real-time clinical monitoring and deterioration warning
Yi Mao, Wen-Lin Chen, Yixin Chen et al. ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2012. Cites: paper

A data mining approach to reduce the false alarm rate of patient monitors
B. Baumgartner, Kolja Rodel, Alois Knoll. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2012. Cites: paper

Discovering shared dynamics in physiological signals: Application to patient monitoring in ICU
Li-wei H. Lehman, Shamim Nemati, R. P. Adams et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2012. Cites: paper

Prediction of extubation failure for neonates with respiratory distress syndrome using the MIMIC-II clinical database
Arthur Mikhno, Colleen M. Ennett. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2012. Cites: paper

Signal Quality Estimation With Multichannel Adaptive Filtering in Intensive Care Settings
Ikaro Silva, Joon Lee, Roger G. Mark. IEEE Transactions on Biomedical Engineering, 2012. Cites: paper

Advanced Technologies in Trauma Critical Care Management
Jeremy W. Cannon, Kevin K. Chung, David R. King. Surgical Clinics of North America, 2012. Cites: paper

Red cell distribution width improves the simplified acute physiology score for risk prediction in unselected critically ill patients
Sabina Hunziker, Leo Anthony Celi, Joon Lee et al. Critical Care, 2012. Cites: paper

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