Presentation 1996/1/26
CNN Aplication for Medical Image
Satoshi HIRAKAWA, Csaba REKECZKY, Yoshifumi NISHIO, Akio USHIDA, Junji UENO, Ishtiaq KASEM, Hiromu NISHITANI,
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Abstract(in English) X-ray films are widely used for the detection of cancers in the stomach, iung and so on. in the film, the cancer will be examined in more detail. Thus, the first step by CT and / or MRI is very improtant. In this paper, we discuss a tumor detection technique of lung cancer by Celluler Neural Networks. It can find out and enhance the tumor boundary and small bubbles which are sometimes hardly to detect by human eyes. Our CNN can detect the domain claerly. Thus, it helps the doctor to find out the cancers, if the doctor find doubtful regions.
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Keyword(in English) Cellular Neural Networks / Image Processing / Template / Lung cancer
Paper # CAS95-106,NLP95-97
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Committee CAS
Conference Date 1996/1/26(1days)
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Registration To Circuits and Systems (CAS)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) CNN Aplication for Medical Image
Sub Title (in English)
Keyword(1) Cellular Neural Networks
Keyword(2) Image Processing
Keyword(3) Template
Keyword(4) Lung cancer
1st Author's Name Satoshi HIRAKAWA
1st Author's Affiliation Dept. of Electrical and Electronic Engineering, Tokushima University()
2nd Author's Name Csaba REKECZKY
2nd Author's Affiliation Computer and Automation Institute, Hungarian Academy of Sciences
3rd Author's Name Yoshifumi NISHIO
3rd Author's Affiliation Dept. of Electrical and Electronic Engineering, Tokushima University
4th Author's Name Akio USHIDA
4th Author's Affiliation Dept. of Electrical and Electronic Engineering, Tokushima University
5th Author's Name Junji UENO
5th Author's Affiliation Dept. of Radiology, Faculty of Medicine, The University of Tokushima
6th Author's Name Ishtiaq KASEM
6th Author's Affiliation Dept. of Radiology, Faculty of Medicine, The University of Tokushima
7th Author's Name Hiromu NISHITANI
7th Author's Affiliation Dept. of Radiology, Faculty of Medicine, The University of Tokushima
Date 1996/1/26
Paper # CAS95-106,NLP95-97
Volume (vol) vol.95
Number (no) 483
Page pp.pp.-
#Pages 8
Date of Issue