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PROCEEDINGS VOLUME 11050 • new

International Forum on Medical Imaging in Asia 2019
Editor(s): Feng Lin; Hiroshi Fujita; Jong Hyo Kim
For the purchase of this volume in printed format, please visit Proceedings.com

Volume Details

Volume Number: 11050
Estimated Publication Date: 6 February 2019

Table of Contents
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Front Matter: Volume 11050
Author(s): Proceedings of SPIE
VR bowling for muscular rehabilitation
Author(s): Yiliang Sui; Feng Lin; Hock Soon Seah
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Study on visual perception for beta motion of annular ring under peripheral vision
Author(s): Kohei Kajiwara; Hikaru Shibata; Hiroto Inoue; Nobuji Tetsutani
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POCS-based restoration algorithm for beam modulation CT acquisition
Author(s): Dohyeon Kim; Donghoon Lee; Hyemi Kim; Zhen Chao; Minjae Lee; Hee-joung Kim
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Feasibility study of virtual monochromatic imaging for metal artifact reduction in spectral CT
Author(s): Minjae Lee; Donghoon Lee; Hyemi Kim; Dohyeon Kim; Junyoung Son; Hee-Joung Kim
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Extracting multi-view images from multi-focused plenoptic camera
Author(s): Shu Fujita; Sho Mikawa; Mehrdad Panahpourtehrani; Keita Takahashi; Toshiaki Fujii
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Ultrasound-based shear-wave speed measurement on a highly viscous embedded phantom
Author(s): M. Usumura; M. Suga; R. Kishimoto; T. Obata
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Non-iterative method for metal artifact reduction by using a linearized beam-hardening correction model for polychromatic x-ray CT
Author(s): Jin Hur; Dongjoon Kim; Sangchul Lee; Yeong-gil Shin
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Improvement of optical setup for microcirculation imaging and flow analysis in septic shock rats
Author(s): Mami Kawasaki; Ryohei Hashimoto; Kazuya Nakano; Takashi Ohnishi; Masashi Sekine; Eizo Watanabe; Shigeto Oda; Hideaki Haneishi
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Comparison study of image quality between filtered back projection and iterative reconstruction algorithm for dose reduction in chest CT
Author(s): Junyoung Son; Donghoon Lee; Pil-Hyun Jeon; Sunghoon Choi; Hyemi Kim; Hee-Joung Kim
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Noise reduction method in low-dose CT data combining neural networks and an iterative reconstruction technique
Author(s): Dahim Choi; Juhee Kim; Seung-Hoon Chae; Jongduk Baek; Andreas Maier; Rebecca Fahrig; Hyun-Seok Park; Jang-Hwan Choi
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How dependent are CT radiomic features on CT scan parameters?
Author(s): Hyeongmin Jin; Jong Hyo Kim
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Combined low-dose simulation and deep learning for CT denoising: application in ultra-low-dose chest CT
Author(s): Chulkyun Ahn; Changyong Heo; Jong Hyo Kim
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Improvement of face image super-resolution by high-precision skin color detection
Author(s): Keigo Kano; Tomio Goto; Satoshi Hirano; Son Lam Phung
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A hardware implementation of Craik-O’Brien effect-based contrast improvement for dichromats
Author(s): Tomohiro Ono; Ryosuke Kubota; Noriaki Suetake; Hakaru Tamukoh
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Artifact reduction using segmentation constrained RPCA for CT
Author(s): Y. Kim; D. Choi; S. Lim; S. Cho
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Differential phase contrast imaging using the phase retrieval of a Hilbert transform and noise filtering by low rank method
Author(s): Jae-suk Yang; Myung-Joon Kwack; Soo-yeul Lee; Jang-Hwan Choi
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Effects of ginger aroma under stress conditions: a biometric perspective
Author(s): Takuma Kitamoto; Takahiro Kosuge; Yuka Suzuki; Teruko Ohba; Eiichi Endo; Kazuya Miyagawa; Motonobu Hidaka; Hiroshi Hasegawa; Masao Kasuga
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Deep-learning-based fast and fully automated segmentation on abdominal multiple organs from CT
Author(s): Jieun Kim; June-Goo Lee
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Defect detection using trainable segmentation
Author(s): Bisma Mutiargo; Amin Garbout; Andrew A. Malcolm
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Automatic segmentation of meniscus using locally weighted voting based on multi-atlas and edge classification in knee MR images
Author(s): SoonBeen Kim; Hyeonjin Kim; Helen Hong; Joon Ho Wang
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Automatic segmentation of the orbital bone in 3D maxillofacial CT images with double-bone-segmentation network
Author(s): Soyoung Lee; Min Jin Lee; Helen Hong; Kyu Won Shim; Seongeun Park
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Ground-glass nodule classification with multiple 2.5-dimensional deep convolutional neural networks in chest CT images
Author(s): So Hyun Byun; Julip Jung; Helen Hong; Yong Sub Song; Hyungjin Kim; Chang Min Park
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Automated classification of histological subtypes of NSCLC using support vector machines with radiomic features
Author(s): Masahiro Yamada; Hidetaka Arimura; Kenta Ninomiya; Mazen Soufi
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Brain image segmentation based on improved BP-Adaboost neural network
Author(s): Zhen Chao; Dohyeon Kim; Hee-joung Kim
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Lumen and vessel wall segmentation on intravascular ultrasound images using fully convolutional network
Author(s): Jiyeon Ko; June-Goo Lee
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Automated segmentation of hip and thigh muscles in metal artifact contaminated CT using CNN
Author(s): Mitsuki Sakamoto; Yuta Hiasa; Yoshito Otake; Masaki Takao; Yuki Suzuki; Nobuhiko Sugano; Yoshinobu Sato
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Reconstruction of the spine structure with bi-planar x-ray images using the generative adversarial network
Author(s): Chih-Chia Chen; Ting-Yu Su; Wei-Tse Yang; Tsu-Chi Cheng; Yi-Fei He; Cheng-Li Lin; Yu-Hua Fang
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Multi-scale speed of sound analysis by comparing of histological image and ultrasonic microscopic images at multiple frequencies
Author(s): Takuya Ogawa; Kenji Yoshida; Shu Kashio; Takashi Ohnishi; Hideaki Haneishi; Tadashi Yamaguchi
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Automatic liver segmentation with CT images based on 3D U-net deep learning approach
Author(s): Ting-Yu Su; Wei-Tse Yang; Tsu-Chi Cheng; Yi-Fei He; Yu-Hua Fang
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Detection of pulmonary nodules on chest x-ray images using R-CNN
Author(s): R. Takemiya; S. Kido; Y. Hirano; S. Mabu
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Initial study on the classification of amyotrophic diseases using texture analysis and deep learning in whole-body CT images
Author(s): N. Kamiya; A. Oshima; E. Asano; X. Zhou; M. Yamada; H. Kato; C. Muramatsu; T. Hara; T. Miyoshi; M. Matsuo; H. Fujita
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Automated segmentation framework of lung gross tumor volumes on 3D planning CT images using dense V-Net deep learning
Author(s): Risa Nakano; Hidetaka Arimura; Mohammad Haekal; Saiji Ohga
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Diagnosis of lymph node metastasis in non-small-cell lung cancer (NSCLC) patient on F-18-FDG PET/CT
Author(s): Tsu-Chi Cheng; Nan-Tsing Chiu; Ting-Yu Su; Yi-Fei He; Wei-Tse Yang; Yu-Hua Fang
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Segmentation of lung region from chest x-ray images using U-net
Author(s): Keigo Furutani; Yasushi Hirano; Shoji Kido
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Computer-aided liver cirrhosis diagnosis via automatic liver segmentation and machine learning algorithm
Author(s): Ting-Yu Su; Wei-Tse Yang; Tsu-Chi Cheng; Yi Fei He; Ching-Juei Yang; Yu-Hua Fang
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Quantitative analysis of dopamine transporter imaging using generating MR image from low dose CT image and segmentation by deep learning
Author(s): Shogo Yokoi; Takeshi Hara; Tetsuro Katafuchi; Masaki Matsusako; Xiangrong Zhou; Hiroshi Fujita
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VR puzzle room for cognitive rehabilitation
Author(s): Jian Bin Khiew; Peng Hian Tan; Feng Lin; Hock Soon Seah
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Deep learning for breast cancer classification with mammography
Author(s): Wei-Tse Yang; Ting-Yu Su; Tsu-Chi Cheng; Yi-Fei He; Yu-Hua Fang
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A tissue classification method of IVOCT images using rectangle region cropped along the circumferential direction based on deep learning
Author(s): Xinbo Ren; Haiyuan Wu; Qian Chen; Takashi Kubo; Takashi Akasaka
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Automatic hepatocellular carcinoma lesion detection with dynamic enhancement characteristic from multi-phase CT images
Author(s): Gaeun Lee; Jieun Kim; June-Goo Lee; Geunhwi Ahn; Seong Ho Park; So Yeon Kim; Kyung Won Kim; Seung Soo Lee; Namkug Kim
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Analysis of the effects of transfer learning on opacity classification of diffuse lung diseases using convolutional neural network
Author(s): Ami Atsumo; Shingo Mabu; Shoji Kido; Yasushi Hirano; Takashi Kuremoto
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Investigation of the effect of image resolution on automatic classification of mammary gland density in mammography images using deep learning
Author(s): Ami Oshima; Norimitsu Shinohara; Naoki Kamiya
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Radiomics-based malignancy prediction of parotid gland tumor
Author(s): H. Kamezawa; H. Arimura; R. Yasumatsu; K. Ninomiya; S. Haseai
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Automatic metastatic bone tumor classification with DCNN-based features using treatment-planning CT
Author(s): Haruna Watanabe; Ren Togo; Takahiro Ogawa; Miki Haseyama; Koichi Yasuda; Khin Khin Tha; Kohsuke Kudo; Hiroki Shirato
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Convolutional neural networks-based anti-weapon detection for safe 3D printing
Author(s): Giao N. Pham; Suk-Hwan Lee; Ki-Ryong Kwon
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Brain volume mapping for constructing volumetric statistical shape model
Author(s): Shoko Miyauchi; Ken'ichi Morooka; Yasushi Miyagi; Takaichi Fukuda; Ryo Kurazume
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Unsupervised and semi-supervised learning for efficient opacity annotation of diffuse lung diseases
Author(s): Shingo Mabu; Shoji Kido; Yasushi Hirano; Takashi Kuremoto
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Investigation of extracting interlobular septa with Hessian analysis and radial structure tensor combined with roundness error in micro-CT volume
Author(s): Xiaotian Zhao; Hirohisa Oda; Shota Nakamura; Yuichiro Hayashi; Hayato Itoh; Masahiro Oda; Kensaku Mori
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Registration between histopathological images with different stains and an MRI Image of pancreatic cancer tumor
Author(s): Hidekata Hontani; Yushi Goto; Yuki Tamura; Tomoshige Shimomura; Naoki Kawamura; Hirokazu Kobayashi; Mauricio Kugler; Tatsuya Yokota; Chika Iwamoto; Kenoki Ohuchida; Makoto Hashizume; Takahiro Katagiri; Tomonari Sei; Akinobu Shimizu
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Spatiotemporal statistical models of a human embryo
Author(s): Atsushi Saito; Masashi Kishimoto; Kazuki Kasahara; Masaki Tsujikawa; Tetsuya Takakuwa; Shigehito Yamada; Hiroshi Matsuzoe; Hidekata Hontani; Akinobu Shimizu
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Construction of multimodal 3D model of pancreatic cancer tumor
Author(s): Yushi Goto; Mauricio Kugler; Tatsuya Yokota; Chika Iwamoto; Kenoki Ohuchida; Makoto Hashizume; Hidekata Hontani
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Segmentation of intervertebral disks from videofluorographic images using convolutional neural network
Author(s): Ayano Fujinaka; Yuki Saito; Kojiro Mekata; Hotaka Takizawa; Hiroyuki Kudo
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Pilot study to generate image features by deep autoencoder for computer-aided detection systems
Author(s): Mitsutaka Nemoto; Kazuyuki Ushifusa; Atsuko Tanaka; Takahiro Yamada; Yuichi Kimura; Naoto Hayashi
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A 3D printing-based realistic anthropomorphic dental phantom and its imaging evaluation
Author(s): Do Il Lee; Zepa Yang; Jong Hyo Kim
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Automated estimation of sizes of unruptured intracranial aneurysms in MRA images using localized principal component analysis
Author(s): Zhuangfei Ma; Hidetaka Arimura; Shingo Kakeda; Yukunori Korogi
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Arteriovenous classification method using convolutional neural network for early detection of retinal vascular lesion
Author(s): Hibiki Ikawa; Yuji Hatanaka; Wataru Sunayama; Kazunori Ogohara; Chisako Muramatsu; Hiroshi Fujita
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Deep convolutional neural network-based automated lesion detection in wireless capsule endoscopy
Author(s): Yejin Jeon; Eunbyul Cho; Sehwa Moon; Seung-Hoon Chae; Hae Young Jo; Tae Oh Kim; Chang Mo Moon; Jang-Hwan Choi
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Detection of paroxysmal atrial fibrillation by Lorenz plot imaging of ECG R-R intervals
Author(s): Junichiro Hayano; Masaya Kisohara; Yuto Masuda; Emi Yuda
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