Paper Abstract and Keywords |
Presentation |
2016-03-09 13:35
Organs Automatic Segmentation from the Medical Image based on the Spatial Location and the Probability Atlas and Development of Computer Aided Diagnosis System of Liver Cirrhosis Tomoko Tateyama, Chuhua Dong, Mei Uetani, Yingbo LI (Ritsumeikan Univ), Akira Furukawa (Tokyo Metropolitan Univ), Shuzo Kanasaki (Takeda Hospital), Yen-Wei Chen (Ritsumeikan Univ) MICT2015-53 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
Computer anatomical model shows morphological changes of organs such as individual differences and the progress of disease on a computer system. Accurate segmentation of abdominal organs is a most important step in computer-aided diagnosis (CAD) system. The paper describes novel organ segmentation method by combination probabilistic atlas with spacing position of organ information aim to construct accurate computer anatomical model, and a development Computer aided diagnosis GUI system for liver cirrhosis using computer anatomical model. Accurate Computer anatomical model leads to high-quality support for medical service such as CAD and CAS(Computer-aided Surgery). Then, we developed a novel CAD of Liver cirrhosis using our segmentation method. Clinicians estimate the system is effective support for diagnosis of liver cirrhosis. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
Computer Anatomical Model / Organ space location / Automatic organ segmentation / Computer aided diagnosis / / / / |
Reference Info. |
IEICE Tech. Rep., vol. 115, no. 499, MICT2015-53, pp. 1-6, March 2016. |
Paper # |
MICT2015-53 |
Date of Issue |
2016-03-02 (MICT) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
Download PDF |
MICT2015-53 |