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DC Field | Value | Language |
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dc.contributor.author | Sazali, Yaacob, Prof. Dr. | |
dc.contributor.author | Muhammad Nazri, Rejab | |
dc.contributor.author | Ahmad Kadri, Junoh | |
dc.contributor.author | Syahrull Hi-Fi Syam, Ahmad Jamil | |
dc.contributor.author | Shafriza Nisha, Basah, Dr. | |
dc.contributor.author | Muthusamy, Hariharan, Dr. | |
dc.contributor.author | J, Ahmad | |
dc.contributor.author | Mohd Lutfi, Mohd Khidir | |
dc.contributor.author | Ku Mohd Yusri, Ku Ibrahim | |
dc.contributor.author | Muhammad Naufal, Mansor | |
dc.date.accessioned | 2014-04-21T06:14:38Z | |
dc.date.available | 2014-04-21T06:14:38Z | |
dc.date.issued | 2013 | |
dc.identifier.citation | World Congress on Medical Physics and Biomedical Engineering, vol. 39, 2012, pages 1252 – 1256 | en_US |
dc.identifier.isbn | 978-3-642-29304-7 (Print) | |
dc.identifier.isbn | 978-3-642-29305-4 (Online) | |
dc.identifier.issn | 1680-0737 | |
dc.identifier.uri | http://dspace.unimap.edu.my:80/dspace/handle/123456789/33880 | |
dc.description | Link to publisher's homepage at http://link.springer.com/ | en_US |
dc.description.abstract | This paper presents the management of sedation in critically ill infants is a complex issue for Intensive Care Units (ICU) worldwide. Notable complications of sedation practices have been identified and efforts to modify these practices in ICUs have begun. While sedation-scoring tools have been introduced into clinical practice in intensive care few have been tested for validity and reliability. One tool which has reliability and validity established is the Sedation-Agitation Scale (SAS). This study is an extension of a previous study by Riker, Picard and Fraser (1999) to determine whether doctors and nurses rate infants similarly using the SAS in a natural ICU setting. It is essential to establish whether these different professionals provide consistent scores and have a mutual understanding of the SAS and its constituent levels based on LDA and SVM Classifier. This will help ensure that clinical decisions relating to sedation-needs can be made appropriately and consistently. | en_US |
dc.language.iso | en | en_US |
dc.publisher | Springer Berlin Heidelberg | en_US |
dc.subject | Infant cues recognition | en_US |
dc.subject | Agitation level | en_US |
dc.subject | LDA Classifier | en_US |
dc.subject | SVM classifier | en_US |
dc.title | Automatically infant cues recognition based on LDA and SVM classifier | en_US |
dc.type | Book chapter | en_US |
dc.identifier.url | http://link.springer.com/chapter/10.1007%2F978-3-642-29305-4_328 | |
dc.identifier.url | 10.1007/978-3-642-29305-4_328 | |
dc.contributor.url | s.yaacob@unimap.edu.my | en_US |
dc.contributor.url | shafriza@unimap.edu.my | en_US |
dc.contributor.url | hari@unimap.edu.my | en_US |
dc.contributor.url | kadri@unimap.edu.my | en_US |
dc.contributor.url | syahrull30@yahoo.com | en_US |
Appears in Collections: | Hariharan Muthusamy, Dr. Sazali Yaacob, Prof. Dr. Shafriza Nisha Basah, Assoc. Prof. Ts. Dr. |
Files in This Item:
File | Description | Size | Format | |
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Automatically infant cues recognition based on LDA and SVM classifier abst.pdf | 90.37 kB | Adobe PDF | View/Open |
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