Prof. Takayuki Ishida Profile

Prof. Takayuki Ishida

at Osaka Univ

SPIE Involvement:

Author

Publications (11)

Proceedings Article | 3 March 2017 Presentation + Paper

Deep ensemble learning of virtual endoluminal views for polyp detection in CT colonography

Kensuke Umehara, Janne Näppi, Toru Hironaka, Daniele Regge, Takayuki Ishida, Hiroyuki Yoshida

Proceedings Volume 10134, 101340G (2017) https://doi.org/10.1117/12.2255606

KEYWORDS: Virtual colonoscopy, Neural networks, Colon, Computer-aided diagnosis, Machine learning, Cancer, Convolutional neural networks, Colorectal cancer, Algorithm development, 3D image processing, Detection and tracking algorithms

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Proceedings Article | 24 February 2017 Paper

Evaluation of the sparse coding super-resolution method for improving image quality of up-sampled images in computed tomography

Junko Ota, Kensuke Umehara, Naoki Ishimaru, Shunsuke Ohno, Kentaro Okamoto, Takanori Suzuki, Naoki Shirai, Takayuki Ishida

Proceedings Volume 10133, 101331S (2017) https://doi.org/10.1117/12.2253582

KEYWORDS: Computed tomography, Image quality, Image compression, Super resolution, Chest imaging, Signal to noise ratio, Image analysis, Image restoration, Chest, X-ray computed tomography, Medical imaging

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Proceedings Article | 24 February 2017 Paper

Super-resolution convolutional neural network for the improvement of the image quality of magnified images in chest radiographs

Kensuke Umehara, Junko Ota, Naoki Ishimaru, Shunsuke Ohno, Kentaro Okamoto, Takanori Suzuki, Naoki Shirai, Takayuki Ishida

Proceedings Volume 10133, 101331P (2017) https://doi.org/10.1117/12.2249969

KEYWORDS: Artificial intelligence, Convolutional neural networks, Image quality, Chest imaging, Super resolution, Medical imaging, Neural networks, Image enhancement, Image restoration, Resolution enhancement technologies, Spatial resolution, Image resolution, Image interpolation

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Proceedings Article | 24 March 2016 Paper

Performance evaluation of multi-material electronic cleansing for ultra-low-dose dual-energy CT colonography

Rie Tachibana, Naja Kohlhase, Janne Näppi, Toru Hironaka, Junko Ota, Takayuki Ishida, Daniele Regge, Hiroyuki Yoshida

Proceedings Volume 9785, 978526 (2016) https://doi.org/10.1117/12.2217140

KEYWORDS: Cancer, Colorectal cancer, Computed tomography, Iodine, Machine learning, Medical research

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Proceedings Article | 30 March 2007 Paper

3D temporal subtraction on multislice CT images using nonlinear warping technique

Takayuki Ishida, Shigehiko Katsuragawa, Ikuo Kawashita, Hyounseop Kim, Yoshinori Itai, Kazuo Awai, Qiang Li, Kunio Doi

Proceedings Volume 6514, 65143I (2007) https://doi.org/10.1117/12.709004

KEYWORDS: Computed tomography, 3D image processing, Lung, 3D image enhancement, Image segmentation, Image registration, Heart, Computer aided diagnosis and therapy, Chest imaging, Radiology

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Proceedings Article | 29 April 2005 Paper

Computer-aided diagnosis for detection of cardiomegaly in digital chest radiographs

Takayuki Ishida, Shigehiko Katsuragawa, Koichi Chida, Heber MacMahon, Kunio Doi

Proceedings Volume 5747, (2005) https://doi.org/10.1117/12.595755

KEYWORDS: Heart, Edge detection, Chest imaging, Image analysis, Computer aided diagnosis and therapy, Digital imaging, Databases, Quantization, Radiology, Chest

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Proceedings Article | 9 May 2002 Paper

Computerized analysis of interstitial lung diseases on chest radiographs based on lung texture, geometric-pattern features, and artificial neural networks

Takayuki Ishida, Shigehiko Katsuragawa, Katsumi Nakamura, Kazuto Ashizawa, Heber MacMahon, Kunio Doi

Proceedings Volume 4684, (2002) https://doi.org/10.1117/12.467096

KEYWORDS: Lung, Opacity, Chest imaging, Chest, Artificial neural networks, Image analysis, Computer aided diagnosis and therapy, Analytical research, Image classification, Fourier transforms

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Proceedings Article | 9 May 2002 Paper

Performance evaluation of an advanced method for automated identification of view positions of chest radiographs by use of a large database

Hidetaka Arimura, Shigehiko Katsuragawa, Takayuki Ishida, Nobuhiro Oda, Hajime Nakata, Kunio Doi

Proceedings Volume 4684, (2002) https://doi.org/10.1117/12.467171

KEYWORDS: Chest imaging, Chest, Lung, Databases, Radiography, Picture Archiving and Communication System, Computer aided diagnosis and therapy, CAD systems, Digital imaging, Medical imaging

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Proceedings Article | 3 May 2002 Paper

Evaluation of influence of scattered x rays on signal sharpness of radiographs produced by using a CR system

Kouji Maeda, Hidetaka Arimura, Ikuo Kawashita, Kaoru Morikawa, Takayuki Ishida, Masao Matsumoto, Hitoshi Kanamori

Proceedings Volume 4682, (2002) https://doi.org/10.1117/12.465613

KEYWORDS: Spatial frequencies, Scattering, Radiography, X-rays, Polymethylmethacrylate, Chromium, Image sensors, Sensors, Signal detection, Point spread functions

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Proceedings Article | 28 June 2001 Paper

Development of an automated method for evaluation of sharpness of digital radiographs using edge method

Ikuo Kawashita, Kouji Maeda, Hidetaka Arimura, Kaoru Morikawa, Takayuki Ishida

Proceedings Volume 4320, (2001) https://doi.org/10.1117/12.430929

KEYWORDS: Modulation transfer functions, Digital imaging, Radiography, Chromium, Imaging systems, X-rays, Image filtering, Signal to noise ratio, Image resolution, Image quality

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Proceedings Article | 25 April 1997 Paper

Artificial neural networks in chest radiographs: detection and characterization of interstitial lung disease

Takayuki Ishida, Shigehiko Katsuragawa, Kazuto Ashizawa, Heber MacMahon, Kunio Doi

Proceedings Volume 3034, (1997) https://doi.org/10.1117/12.274182

KEYWORDS: Chest imaging, Chest, Lung, Artificial neural networks, Digital imaging, Quantitative analysis, Computer aided diagnosis and therapy, Image analysis, Image classification, Contamination

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Showing 5 of 11 publications

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