Predicting hospital length-of-stay outliers using decision tree induction.
Two data mining techniques, decision tree induction and rule induction, were applied to casemix and patient data from a Singapore hospital to develop models for predicting hospital length-of-stay outliers.
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| Format: | Thesis |
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2008
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| Online Access: | http://hdl.handle.net/10356/1988 |
| _version_ | 1811682237153804288 |
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| author | Yap, Joanne Geok Lan. |
| author2 | Khoo, Christopher Soo Guan |
| author_facet | Khoo, Christopher Soo Guan Yap, Joanne Geok Lan. |
| author_sort | Yap, Joanne Geok Lan. |
| collection | NTU |
| description | Two data mining techniques, decision tree induction and rule induction, were applied to casemix and patient data from a Singapore hospital to develop models for predicting hospital length-of-stay outliers. |
| first_indexed | 2024-10-01T03:53:39Z |
| format | Thesis |
| id | ntu-10356/1988 |
| institution | Nanyang Technological University |
| last_indexed | 2024-10-01T03:53:39Z |
| publishDate | 2008 |
| record_format | dspace |
| spelling | ntu-10356/19882019-12-10T14:36:43Z Predicting hospital length-of-stay outliers using decision tree induction. Yap, Joanne Geok Lan. Khoo, Christopher Soo Guan Wee Kim Wee School of Communication and Information DRNTU::Business::Marketing::Consumer behavior Two data mining techniques, decision tree induction and rule induction, were applied to casemix and patient data from a Singapore hospital to develop models for predicting hospital length-of-stay outliers. Master of Science (Information Studies) 2008-09-10T08:37:55Z 2008-09-10T08:37:55Z 2004 2004 Thesis http://hdl.handle.net/10356/1988 Nanyang Technological University application/pdf |
| spellingShingle | DRNTU::Business::Marketing::Consumer behavior Yap, Joanne Geok Lan. Predicting hospital length-of-stay outliers using decision tree induction. |
| title | Predicting hospital length-of-stay outliers using decision tree induction. |
| title_full | Predicting hospital length-of-stay outliers using decision tree induction. |
| title_fullStr | Predicting hospital length-of-stay outliers using decision tree induction. |
| title_full_unstemmed | Predicting hospital length-of-stay outliers using decision tree induction. |
| title_short | Predicting hospital length-of-stay outliers using decision tree induction. |
| title_sort | predicting hospital length of stay outliers using decision tree induction |
| topic | DRNTU::Business::Marketing::Consumer behavior |
| url | http://hdl.handle.net/10356/1988 |
| work_keys_str_mv | AT yapjoannegeoklan predictinghospitallengthofstayoutliersusingdecisiontreeinduction |