Go green! Reusing brain monitoring data containing missing values: a feasibility study with traumatic brain injury patients.
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Summary
The monitoring data of MAP and BTemp are more reliable for reuse than ICP and PbtO (2) data; and, for ICP-PbtO data, a more cautious re-usage strategy should be employed.
- Type
- article
- Published
- 2012-01-01
- Cited by
- 4
- References
- 29
- OpenAlex
- https://openalex.org/W3862333
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:1498536
Keywords
Medicine, Traumatic brain injury, Interventional radiology, Neurosurgery, Neurology
References
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- Approaches to neuroscience data integration
- INFERENCE AND MISSING DATA
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- Multiple Imputation for Multivariate Missing-Data Problems: A Data Analyst's Perspective.
- A new method for processing of continuous intracranial pressure signals.
- Prediction of Outcome Utilizing Both Physiological and Biochemical Parameters in Severe Head Injury
- Intracranial Pressure Processing with Artificial Neural Networks: Prediction of ICP Trends
- Regression with Missing X's: A Review
- Measuring the burden of secondary insults in head-injured patients during intensive care.
- Intracranial pressure monitoring.
- The effect of secondary insults on mortality and long-term disability after severe head injury in a rural region without a trauma system.
- The brain monitoring with Information Technology (BrainIT) collaborative network: EC feasibility study results and future direction
- Multimodal monitoring in the ICU: when could it be useful?
- Predicting outcome in individual patients after severe head injury.
- Predicting survival using simple clinical variables: a case study in traumatic brain injury
Cited by
- Statistical Guidelines for Handling Missing Data in Traumatic Brain Injury Clinical Research
- Like-tasted user groups to predict ratings in recommender systems
- Integrating, Harmonizing, and Curating Studies With High-Frequency and Hourly Physiological Data: Proof of Concept from Seven Traumatic Brain Injury Data Sets
- Systematic and Comprehensive Literature Review of Publications on Direct Cerebral Oxygenation Monitoring
- Send Orders of Reprints at Reprints@benthamscience.net Systematic and Comprehensive Literature Review of Publications on Direct Cerebral Oxygenation Monitoring Indications and Applications
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