Thu, Sep 3 AM General Session1 Chair: Ryo HARAGUCHI 09:30 - 10:45 |
(1) |
09:30-09:45 |
Segmentation of Layer Structure of Stomach Wall and Tumor from MicroCT volumes Using Neural Network and Spherical K-means |
Midori Mitarai, Hirohisa Oda, Takaaki Sugino, Takayasu Moriya, Hayato Itoh, Masahiro Oda, Takuma Komiyama, Kazuhiro Furukawa, Ryoji Miyahara, Mitsuhiro Fujishiro (Nagoya Univ.), Masaki Mori (Sapporo-Kosei General Hospital), Hirotsugu Takabatake (Sapporo Minami-sanjo Hospital), Hiroshi Natori (Keiwakai Nishioka Hospital), Kensaku Mori (Nagoya Univ.) |
(2) |
09:45-10:00 |
Extraction of three-dimensional bone structure from CT images of diseased hip using Bayesian U-net |
Hiroki Makino, Yoshito Otake, Keisuke Uemura (NAIST), Masaki Takao, Nobuhiko Sugano (Osaka Univ.), Yoshinobu Sato (NAIST) |
(3) |
10:00-10:15 |
Lung region segmentation of thoracoscopic image with unsupervised image translation |
Jumpei Nitta, Megumi Nakao (Kyoto Univ.), Keiho Imanishi (e-Growth Co. Ltd.), Tetsuya Matsuda (Kyoto Univ.) |
(4) |
10:15-10:30 |
[Short Paper]
Touch-Based Interactive Segmentation, Quantification and Visualization of COVID-19 |
Jiaqing Liu (Ritsumei), Tomoko Tateyama (Shiga University), Iwamoto Yutaro, Yan-wei Chen (Ritsumei) |
(5) |
10:30-10:45 |
[Short Paper]
[Short Paper]Renal tumor analysis using multi-temporal abdominal CT images |
Shota Nakano, Hidenobu Suzuki, Yoshiki Kawata, Noboru Niki (Tokushima Univ.), Atsushi ikeda (Tukuba Univ.) |
Thu, Sep 3 AM General Session2 Chair: Yoshito OTAKE 10:45 - 12:00 |
(6) |
10:45-11:00 |
[Short Paper]
Prediction of microvascular invasion in hepatocellular carcinoma based on radiomics method using MRI |
Weibin Wang (Ritsumeikan Univ.), Qingqing Chen (Zhejiang Unvi.), Fang Wang (Zhejiang Unvi), Yutaro Iwamoto (Ritsumeikan Univ.), Xianhua Han (Yamaguchi Univ.), Hongjie Hu, Lanfen Lin (Zhejiang Unvi), Yen-Wei Chen (Ritsumeikan Univ.) |
(7) |
11:00-11:15 |
[Short Paper]
Quantitative analysis of epicardial adipose tissue by two-stage segmentation network and its system development |
Takayuiki Nagata, Yutaro Iwamoto, Zhao Ziyu (Ritsumeikan Univ), Yuji Tezuka, Hiroki Okada, Kiyosumi Maeda, Atsuyuki Wada, Atsunori Kashiwagi (Kusatsu General Hospital), Yen-Wei Chen (Ritsumeikan Univ) |
(8) |
11:15-11:30 |
Preliminary Investigation on Automatic Segmentation of Lower Leg Muscles in CT Images using Bayesian U-Net: Towards Lower Extremity Biomechanical Analysis
-- Bayesian U-Net Based Muscle Segmentation -- |
Albrecht Yordanus Erwin Dodu, Mazen Soufi, Yoshito Otake (NAIST), Takuma Miyamoto, Yasuhito Tanaka (Nara Med. Univ.), Keisuke Uemura (NAIST), Masaki Takao, Nobuhiko Sugano (Osaka Univ.), Yoshinobu Sato (NAIST) |
(9) |
11:30-11:45 |
[Short Paper]
Automatic Segmentation of Liver Tumor in Multi- phase CT Images by Attention Mask R-CNN |
Ryo Hasegawa, Yutaro Iwamoto (Rits Univ.), Lanfen Lin, Hongjie Hu (Zhejiang University), Yen-Wei Chen (Rits Univ.) |
(10) |
11:45-12:00 |
[Short Paper]
Coarse-to-Fine Cephalometric Landmark Detection Using a Deep Learning Method |
Yu Song (Ritsumeikan Univ.), Xu Qiao (SDU.), Yutaro Iwamoto, Yen-wei Chen (Ritsumeikan Univ.) |
|
12:00-13:10 |
Break ( 70 min. ) |
Thu, Sep 3 PM Invited Talk Chair: Yoshiki KAWATA 13:10 - 13:55 |
(11) |
13:10-13:55 |
[Invited Talk]
Manifold modeling in embedded space for image restoration |
Tatsuya Yokota (Nitech) |
Thu, Sep 3 PM MI Research Encouragement Prize: Awards ceremony 13:55 - 14:10 |
(12) |
13:55-14:10 |
MI Research Encouragement Prize: Awards ceremony |
Thu, Sep 3 PM General Session3 Chair: Takayuki KITASAKA 14:10 - 15:25 |
(13) |
14:10-14:25 |
Reconstruction of 3D Organ Shape from a Single X-ray Image using Graph Convolutional Network |
Fei Tong, Megumi Nakao (Kyoto Univ.), Shuqiong Wu (Osaka Univ.), Mitsuhiro Nakamura, Tetsuya Matsuda (Kyoto Univ.) |
(14) |
14:25-14:40 |
Proposal of 3D Generative Adversarial Network for Improving Image Ouality of Cone-Beam CT Images |
Takumi Hase, Megumi Nakao (Kyoto Univ.), Keoho Imanishi (e-Growth Co., Ltd), Mitsuhiro Nakamura, Tetsuya Matsuda (Kyoto Univ.) |
(15) |
14:40-14:55 |
Analysis of pneumothorax deformation for in vivo animal lungs using model-based registration |
Kotaro Kobayashi, Megumi Nakao, Junko Tokuno (Kyoto Univ.), Toyofumi F Chen-Yoshikawa (Nagoya Univ.), Tetsuya Matsuda (Kyoto Univ.) |
(16) |
14:55-15:10 |
Performance Improvement of Alzheimer's Disease Classification Using Convolutional Neural Network |
Daiki Endo, Koichi Ito, Takafumi Aoki (Tohoku Univ.) |
(17) |
15:10-15:25 |
Medical Image Processing on Nagoya University Super Computer System "Flow" |
Satoshi Ohshima, Masahiro Oda, Takahiro Katagiri, Kensaku Mori (Nagoya Univ.) |