| Paper Abstract and Keywords |
| Presentation |
2007-01-27 09:45
Automatic Spinal Deformity Detection Employing AdaBoost
Satoshi Nakano, Hyoungseop Kim, Seiji Ishikawa (Kyushu Inst. of Tech.), Yoshinori Otsuka (National Sanatorium Chiba Higashi Hospital), Hisashi Shimizu (Chiba Foundation for Health Promotion & Disease Prevention), Takashi Shinomiya (Nikon Co.LTD Japan) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Spinal deformity is a serious disease, mainly suffered by teenagers, especially girl’s student, during their growth stage. To find the spinal deformity in early stage, orthopedists have traditionally performed on children a painless examination called a forward bending test in mass screening of school. But this test is neither objective nor reproductive, and the inspection takes much time when applied to medical examination in schools. To solve this problem, a moiré method has been proposed which takes moiré topographic images of human subject backs and checks symmetry/asymmetry of the moiré patterns in a two-dimensional way. In this paper, we propose a new method for automatic detection of spinal deformity from moiré topographic images. Feature of asymmetry degrees are applied to train employing the Neural Network and AdaBoost. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Moire topographic image / Spinal deformity / Symmetry / ANN / AdaBoost / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 106, no. 510, MI2006-185, pp. 101-104, Jan. 2007. |
| Paper # |
MI2006-185 |
| Date of Issue |
2007-01-20 (MI) |
| ISSN |
Print edition: ISSN 0913-5685 |
| Download PDF |
|
| Conference Information |
| Committee |
MI |
| Conference Date |
2007-01-26 - 2007-01-27 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
the Cheju National Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Medical Imaging, etc. |
| Paper Information |
| Registration To |
MI |
| Conference Code |
2007-01-MI |
| Language |
English |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
Automatic Spinal Deformity Detection Employing AdaBoost |
| Sub Title (in English) |
|
| Keyword(1) |
Moire topographic image |
| Keyword(2) |
Spinal deformity |
| Keyword(3) |
Symmetry |
| Keyword(4) |
ANN |
| Keyword(5) |
AdaBoost |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Satoshi Nakano |
| 1st Author's Affiliation |
Kyushu Institute of Technology (Kyushu Inst. of Tech.) |
| 2nd Author's Name |
Hyoungseop Kim |
| 2nd Author's Affiliation |
Kyushu Institute of Technology (Kyushu Inst. of Tech.) |
| 3rd Author's Name |
Seiji Ishikawa |
| 3rd Author's Affiliation |
Kyushu Institute of Technology (Kyushu Inst. of Tech.) |
| 4th Author's Name |
Yoshinori Otsuka |
| 4th Author's Affiliation |
National Sanatorium Chiba Higashi Hospital (National Sanatorium Chiba Higashi Hospital) |
| 5th Author's Name |
Hisashi Shimizu |
| 5th Author's Affiliation |
Chiba Foundation for Health Promotion & Disease Prevention (Chiba Foundation for Health Promotion & Disease Prevention) |
| 6th Author's Name |
Takashi Shinomiya |
| 6th Author's Affiliation |
Nikon Co.LTD Japan (Nikon Co.LTD Japan) |
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| Speaker |
Author-1 |
| Date Time |
2007-01-27 09:45:00 |
| Presentation Time |
15 minutes |
| Registration for |
MI |
| Paper # |
MI2006-185 |
| Volume (vol) |
vol.106 |
| Number (no) |
no.510 |
| Page |
pp.101-104 |
| #Pages |
4 |
| Date of Issue |
2007-01-20 (MI) |