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09:30-13:00 |
( 210 min. ) |
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13:00-13:50 |
( 50 min. ) |
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13:50-13:55 |
Opening ( 5 min. ) |
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13:55-14:00 |
Opening ( 5 min. ) |
Fri, Jul 8 PM 14:00 - 15:40 |
(1) |
14:00-14:20 |
Cell type-specific tumor degree estimation in malignant lymphoma pathology images |
Hiroki Masuda (NITech), Noriaki Hashimoto (RIKEN), Yusuke Takagi (NITech), Hiroyuki Hanada (RIKEN), Hiroaki Miyoshi, Kensaku Sato, Koichi Oshima (Kurume Univ.), Hidekata Hontani (NITech), Ichiro Takeuchi (Nagoya Univ./RIKEN) |
(2) |
14:20-14:40 |
Pathological Image Classification Using Convolutional Neural Networks and the Effects of Learning Rate Scheduling and SAM |
Futa Tanaka (Gifu Univ.), Shintaro Sukegawa, Katsusuke Yamashita, Takeshi Hara, Xiangrong Zhou (Gifu Univ.) |
(3) |
14:40-15:00 |
[Short Paper]
Automatic Cell Tracking in 4D Arabidopsis Root Microscopic Images Using Genetic Algorithm |
Yu Song, Yutaro Iwamoto (Ritsumeikan Univ.), Tatsuaki Goh (NAIST), Yohei Kondo (ExCELLS), Keiji Nakajima (NAIST), Yen-wei Chen (Ritsumeikan Univ.) |
(4) |
15:00-15:20 |
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(5) |
15:20-15:40 |
Performance Evaluation and Elucidation of the Applicable Conditions of Imaging Assistance Method based on Frame Interpolation Using U-Net in 2D Heart Echocardiography |
Takeshita Ryo, Hara Takeshi, Fukuoka Daisuke, Watanabe Takatomo, Sahashi Yuki, Zhou Xiangrong, Fujita Hiroshi, Okura Hiroyuki (Gifu Univ) |
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15:40-16:00 |
Break ( 20 min. ) |
Fri, Jul 8 PM 16:00 - 17:20 |
(6) |
16:00-16:20 |
[Short Paper]
Unsupervised Domain Adaptation for Liver Tumor Detection in Multi-Phase CT images Using Adversarial Learning with Maximum Square Loss |
Rahul Kumar Jain (Ritsumeikan Univ.), Takahiro Sato, Taro Watasue, Tomohiro Nakagawa (tiwaki), Yutaro Iwamoto (Ritsumeikan Univ.), Xianhua Han (Yamaguchi Univ.), Lanfen Lin, Hongjie Hu (Zhejiang Univ.), Yen-Wei Chen (Ritsumeikan Univ.) |
(7) |
16:20-16:40 |
[Short Paper]
Multi-phase CT Image Segmentation with Single-Phase Annotation Using Adversarial Unsupervised Domain Adaptation |
Swathi Ananda, Yutaro Iwamoto (Ritsumeikan Univ.), Xianhua HAN (Yamaguchi Univ.), Lanfen Lin, Hongjie Hu (Zhejiang Univ.), Yen-Wei Chen (Ritsumeikan Univ.) |
(8) |
16:40-17:00 |
[Short Paper]
Deep Learning-based Risk Prediction Model for Disease-free Survival in Patients with Hepatocellular Carcinoma Using Multi-phase CT Image |
Weibin Wang (Ristumeikan Univ.), Fang Wang (Zhejiang Univ.), Yunjun Yang (Wenzhou Medical Univ.), Yinhao Li (Ristumeikan Univ.), Xianhua Han (Yamaguchi Univ.), Lanfen Lin, Ruofeng Tong, Hongjie Hu (Zhejiang Univ.), Yen-wei Chen (Ristumeikan Univ.) |
(9) |
17:00-17:20 |
[Short Paper]
Weakly-Supervised Focal Liver Lesion Detection in CT Images |
He Li, Yutaro Iwamoto (Ritsumeikan Univ.), Xianhua Han (Yamaguchi Univ.), Lanfen Lin, Ruofeng Tong, Hongjie Hu (Zhejiang Univ.), Akira Furukawa (Tokyo Metropolitan Univ.), Shuzo Kanasaki (Koseikai Takeda Hospital), Yen-Wei Chen (Ritsumeikan Univ.) |
Sat, Jul 9 AM 10:30 - 11:50 |
(10) |
10:30-10:50 |
Non-rigid registration method for longitudinal chest CT images in Covid-19 |
Yuma Iwao (QST), Naoko Kawata, Yuki Segiguchi, Hideaki Haneishi (Chiba Univ) |
(11) |
10:50-11:10 |
Development of a prognosis prediction for Covid-19 using deep learning |
Yuma Iwao (QST), Naoko Kawata, Yuki Sekiguchi, Hideaki Haneishi (Chiba Univ) |
(12) |
11:10-11:30 |
Lung-inside Local Motion Analysis of COPD Patient using 4D-MRI |
Chen Ye, Naoko Kawata (Chiba Univ.), Yuma Iwao (QST), Hideaki Haneishi (Chiba Univ.) |
(13) |
11:30-11:50 |
Development of a radiogenomics AI screening system for chest diseases |
Noboru Niki (UnivTokyo), Yoshiki Kawata, Hidenobu Suzuki (Tokushima Univ), Yuji Matsumoto, Takaaki Tsuchida, Masahiko Kusumoto (NCC), Kazuyoshi Marumo, Masahiro Kaneko (THSA) |
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11:50-13:30 |
Break(Lunch) ( 100 min. ) |
Sat, Jul 9 PM 13:30 - 14:30 |
(14) |
13:30-14:30 |
[Special Talk]
Development of medical decision support with information and communication technology
-- Telemedicine in Hokkaido to cloud and AI -- |
Masahito Uesugi (Hokkado Info. Univ.) |
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14:30-14:40 |
Break ( 10 min. ) |
Sat, Jul 9 PM 14:40 - 16:00 |
(15) |
14:40-15:00 |
Development of body-surface temperature monitoring system using CNN-based infrared-sensor and Depth camera |
Wataru Nakada, Kenji Iwadate, Yoshihiko Hayakawa (Kitami Inst. of Tech.) |
(16) |
15:00-15:20 |
EEG signal processing for the brain death determination |
Jianting CAO (SIT) |
(17) |
15:20-15:40 |
Disease segmentation of 3D diagnostic images
-- Disease detection using CT data -- |
Tetsuya Asakawa, Riku Tsuneda, Yuki Sugimoto (TUT), Kazuki Shimizu, Takuyuki Komoda (THC), Masaki Aono (TUT) |
(18) |
15:40-16:00 |
CT Volume Registration on X Ray Image Using 3D Reconstruction Network |
Pragyan Shrestha, Chun Xie, Hidehiko Shishido (Univ. of Tsukuba), Yuichi Yoshii (Tokyo Medical Univ.), Itaru Kitahara (Univ. of Tsukuba) |
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16:00-16:10 |
Closing ( 10 min. ) |