Publications citing MIMIC-II Clinical Database v2.6.0

Advancing Regulatory Science to Bring Novel Medical Devices for Use in Emergency Care to Market: The Role of the Food and Drug Administration
Christopher G. Scully, Shawn Forrest, Loriano Galeotti et al. Annals of Emergency Medicine, 2014. Cites: paper

From Pharmacovigilance to Clinical Care Optimization
Leo Anthony Celi, Edward T. Moseley, Christopher Moses et al. Big Data, 2014. Cites: paper

What’s So Different about Big Data?. A Primer for Clinicians Trained to Think Epidemiologically
Theodore John Iwashyna, Vincent X. Liu. Annals of the American Thoracic Society, 2014. Cites: paper

A data-driven approach to optimized medication dosing: a focus on heparin
Mohammad M. Ghassemi, Stefan E. Richter, Ifeoma Mary Eche et al. Intensive Care Medicine, 2014. Cites: paper

False ventricular tachycardia alarm suppression in the ICU based on the discrete wavelet transform in the ECG signal
Rebeca Salas-Boni, Yong Bai, Patricia Rae Eileen Harris et al. Journal of Electrocardiology, 2014. Cites: paper

An early respiratory distress detection method with Markov models
Hariharan Ravishankar, Aditya Saha, Gokul Swamy et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2014. Cites: paper

Computing network-based features from physiological time series: Application to sepsis detection
Sabato Santaniello, Stephen J. Granite, Sridevi V. Sarma et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2014. Cites: paper

Estimation of the patient monitor alarm rate for a quantitative analysis of new alarm settings
S. de Waele, Larry Nielsen, Joseph J. Frassica. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2014. Cites: paper

Hemodynamic-impact-based prioritization of ventricular tachycardia alarms
Kalpit Desai, Michael Lexa, Brett Matthews et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2014. Cites: paper

Heterogeneous postsurgical data analytics for predictive modeling of mortality risks in intensive care units
Yun Chen, Hui Yong Yang. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2014. Cites: paper

Is there opportunity for automated decision-support and closed-loop control in ICU patients receiving vasopressor infusion?
Ramin Bighamian, Cal Rubbo, Jill E. Thorsen et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2014. Cites: paper

Latent topic discovery of clinical concepts from hospital discharge summaries of a heterogeneous patient cohort
Li-wei H. Lehman, William Long, Mohammed Saeed et al. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2014. Cites: paper

Privacy-aware publication and utilization of healthcare data
Yubin Park. Texas ScholarWorks (Texas Digital Library), 2014. Cites: paper

Risk prediction for heart failure incidence within 1-year using clinical and laboratory factors
Fen Miao, Yunpeng Cai, Yuan‐Ting Zhang. Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2014. Cites: paper

Predictive value of lactate in unselected critically ill patients: an analysis using fractional polynomials.
Zhongheng Zhang, Kun Chen, Hongying Ni et al. PubMed Central, 2014. Cites: paper

Toward Unreasonable Effectiveness of Cardiac ICU Data
Anthony C. Chang, Juliette Hunt. Pediatric Critical Care Medicine, 2014. Cites: paper

A Physiological Time Series Dynamics-Based Approach to Patient Monitoring and Outcome Prediction
Li-wei H. Lehman, Ryan Prescott Adams, Louis Mayaud et al. IEEE Journal of Biomedical and Health Informatics, 2014. Cites: paper

Histamine-2-Receptor Antagonist Administration and Gastrointestinal Bleeding When Used for Stress Ulcer Prophylaxis in Patients With Severe Sepsis or Septic Shock
Jeffrey F. Barletta. Annals of Pharmacotherapy, 2014. Cites: paper

Association between fluid balance and survival in critically ill patients
Joon Lee, E. de Louw, Matthew A. Niemi et al. Journal of Internal Medicine, 2014. Cites: paper

Multi-label classification of chronically ill patients with bag of words and supervised dimensionality reduction algorithms
Stefano Bromuri, Damien Zufferey A, Jean Hennebert et al. Journal of Biomedical Informatics, 2014. Cites: paper

Adaptive compressive sensing for low power wireless sensors
Adam Watkins, Venkata Naresh Mudhireddy, Haibo Wang et al. ACM Great Lakes Symposium on VLSI (GLSVLSI), 2014. Cites: paper

Large-Scale Methodological Comparison of Acute Hypotensive Episode Forecasting Using MIMIC2 Physiological Waveforms
Yongwook Bryce Kim, Joohyun Seo, Una-May O’Reilly. IEEE International Symposium on Computer-Based Medical Systems (CBMS), 2014. Cites: paper

Long-Term Outcomes of Minor Troponin Elevations in the Intensive Care Unit
Adrian Velasquez, Marzyeh Ghassemi, Peter Szolovits B et al. Anaesthesia and Intensive Care, 2014. Cites: paper

N-gram support vector machines for scalable procedure and diagnosis classification, with applications to clinical free text data from the intensive care unit
Ben J. Marafino, Jason M. Davies, Naomi S. Bardach et al. Journal of the American Medical Informatics Association, 2014. Cites: paper

Predictive Value of Ionized Calcium in Critically Ill Patients: An Analysis of a Large Clinical Database MIMIC II
Zhongheng Zhang, Xiao Xu, Hongying Ni et al. PLoS ONE, 2014. Cites: paper

The Association Between Admission Magnesium Concentrations and Lactic Acidosis in Critical Illness
Ari L. Moskowitz, Joon Lee, Michael William Donnino et al. Journal of Intensive Care Medicine, 2014. Cites: paper

Trends in Severity of Illness on ICU Admission and Mortality among the Elderly
Lior Fuchs, Victor Novack, Stuart McLennan et al. PLoS ONE, 2014. Cites: paper

Innovative Designs for the Smart ICU
Neil A. Halpern. CHEST Journal, 2014. Cites: paper

Septic Shock Prediction for Patients with Missing Data
Joyce C. Ho, Cheng H. Lee, Joydeep Ghosh. ACM Transactions on Management Information Systems, 2014. Cites: paper

Innovative Designs for the Smart ICU
Neil A. Halpern. CHEST Journal, 2014. Cites: paper

10. Software engineering
Natural language processing, 2014. Cites: paper

11. Corpus construction and annotation
Natural language processing, 2014. Cites: paper

1. Introduction to natural language processing
Natural language processing, 2014. Cites: paper

2. Historical background
Natural language processing, 2014. Cites: paper

3. Named entity recognition
Natural language processing, 2014. Cites: paper

4. Relation extraction
Natural language processing, 2014. Cites: paper

5. Information retrieval/document classification
Natural language processing, 2014. Cites: paper

6. Concept normalization
Natural language processing, 2014. Cites: paper

7. Ontologies and computational lexical semantics
Natural language processing, 2014. Cites: paper

8. Summarization
Natural language processing, 2014. Cites: paper

9. Question-answering
Natural language processing, 2014. Cites: paper

Acknowledgments
Natural language processing, 2014. Cites: paper

Biomedical Natural Language Processing
Kevin Bretonnel Cohen, Dina Demner‐Fushman. Natural language processing, 2014. Cites: paper

Index
Natural language processing, 2014. Cites: paper

List of figures
Natural language processing, 2014. Cites: paper

Prelim pages
Natural language processing, 2014. Cites: paper

References
Natural language processing, 2014. Cites: paper

Table of contents
Natural language processing, 2014. Cites: paper

Blood Pressure Variability: Can Nonlinear Dynamics Enhance Risk Assessment During Cardiovascular Surgery?
Balachundhar Subramaniam, Kamal R. Khabbaz, Thomas Heldt et al. Journal of Cardiothoracic and Vascular Anesthesia, 2014. Cites: paper

High vitamin B12 levels are not associated with increased mortality risk for ICU patients after adjusting for liver function: A cohort study
Fiona M. Callaghan, Kira Leishear, Swapna Abhyankar et al. e-SPEN Journal, 2014. Cites: paper

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