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Paper Abstract and Keywords
Presentation 2015-12-18 14:30
Comparison of SVM and Decision Tree for Prediction of Postoperative Hospital Stay
Yuusuke Adachi, Takanori Yamashita, Yosifumi Wakata (Kyushu Univ.), Hidehisa Soejima (Saiseikai Kumamoto Hospital), Naoki Nakashima, Sachio Hirokawa (Kyushu Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) In the medical practice, vast medical data are accumulated every day with medical computerization now. Due to increasing those data, the importance of utilizing them also increases. In particular, the analysis of the non-structured text data such as medical records has been developing, and it is demanded analyzing using them effectively. In this study, we predicted the long-term hospitalization patient from the medical records, from the inpatient who received proximal thighbone bone fracture operation to a discharge, with two machine learning methods, SVM and Decision Tree. In addition, we analyzed the factor that showed a difference of the predicted performance of two method.
Keyword (in Japanese) (See Japanese page) 
(in English) Medical record / SVM / Decision Tree / Machine Learning / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 381, AI2015-36, pp. 59-64, Dec. 2015.
Paper # AI2015-36 
Date of Issue 2015-12-11 (AI) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee AI  
Conference Date 2015-12-18 - 2015-12-19 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To AI 
Conference Code 2015-12-AI 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Comparison of SVM and Decision Tree for Prediction of Postoperative Hospital Stay 
Sub Title (in English)  
Keyword(1) Medical record  
Keyword(2) SVM  
Keyword(3) Decision Tree  
Keyword(4) Machine Learning  
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1st Author's Name Yuusuke Adachi  
1st Author's Affiliation Kyushu University (Kyushu Univ.)
2nd Author's Name Takanori Yamashita  
2nd Author's Affiliation Kyushu University (Kyushu Univ.)
3rd Author's Name Yosifumi Wakata  
3rd Author's Affiliation Kyushu University (Kyushu Univ.)
4th Author's Name Hidehisa Soejima  
4th Author's Affiliation Saiseikai Kumamoto Hospital (Saiseikai Kumamoto Hospital)
5th Author's Name Naoki Nakashima  
5th Author's Affiliation Kyushu University (Kyushu Univ.)
6th Author's Name Sachio Hirokawa  
6th Author's Affiliation Kyushu University (Kyushu Univ.)
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Speaker
Date Time 2015-12-18 14:30:00 
Presentation Time 20 
Registration for AI 
Paper # IEICE-AI2015-36 
Volume (vol) IEICE-115 
Number (no) no.381 
Page pp.59-64 
#Pages IEICE-6 
Date of Issue IEICE-AI-2015-12-11 


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