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Multimodal Protocol for Assessing Metacognition and Self-Regulation in Adults with Learning Difficulties
Published on: September 27, 2020
Multimodality monitoring: informatics, integration data display and analysis.
J Michael Schmidt1, Michael De Georgia,
1Division of Critical Care Neurology, Neurological Institute, Columbia University College of Physicians and Surgeons, 177 Fort Washington Avenue, MHB Suite 8-300, New York, NY, 10032, USA, mjs2134@columbia.edu.
Clinical informatics enhances multimodality neuromonitoring by enabling advanced data analysis for better brain injury management. This infrastructure supports real-time physiological assessment and improves clinical decision-making in intensive care units.
Area of Science:
- Clinical Informatics
- Neuromonitoring
- Intensive Care Medicine
Background:
- Multimodality neuromonitoring aims to continuously assess brain physiology to prevent secondary brain injury.
- Clinical informatics focuses on the acquisition, storage, retrieval, and application of biomedical data for clinical decision-making.
Purpose of the Study:
- To review the use of informatics in intensive care units (ICUs) for multimodality neuromonitoring.
- To identify essential informatics infrastructure for effective patient data analysis and management.
Main Methods:
- An electronic literature search was performed for English articles from January 1990 to August 2013.
- Sixty-four studies describing informatics applications in the ICU setting were included in the review.
Main Results:
- An informatics infrastructure supporting diverse analytical methods (linear and nonlinear) is crucial for patient data.
- Reviewable time epochs, alarm fatigue mitigation strategies, and ergonomic data displays enhance clinical decision-making.
- High-resolution physiologic and phenotypic data archiving in an open format data warehouse is vital for translational research.
Conclusions:
- Adopting a robust clinical informatics infrastructure is essential for advancing multimodality neuromonitoring.
- This infrastructure facilitates improved patient data management, analysis, and clinical decision-making.
- The required infrastructure overlaps with that for telemedicine in ICUs, potentially improving care quality and reducing costs.
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