Online edition: ISSN 2432-6380
[TOP] | [2018] | [2019] | [2020] | [2021] | [2022] | [2023] | [2024] | [Japanese] / [English]
MI2022-32
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)
pp. 1 - 6
MI2022-33
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.)
pp. 7 - 9
MI2022-34
[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.)
pp. 10 - 15
MI2022-35
(See Japanese page.)
pp. 16 - 17
MI2022-36
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)
pp. 18 - 21
MI2022-37
[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.)
pp. 22 - 23
MI2022-38
[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.)
pp. 24 - 25
MI2022-39
[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.)
pp. 26 - 29
MI2022-40
[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.)
pp. 30 - 33
MI2022-41
Non-rigid registration method for longitudinal chest CT images in Covid-19
Yuma Iwao (QST), Naoko Kawata, Yuki Segiguchi, Hideaki Haneishi (Chiba Univ)
pp. 34 - 38
MI2022-42
Development of a prognosis prediction for Covid-19 using deep learning
Yuma Iwao (QST), Naoko Kawata, Yuki Sekiguchi, Hideaki Haneishi (Chiba Univ)
pp. 39 - 41
MI2022-43
Lung-inside Local Motion Analysis of COPD Patient using 4D-MRI
Chen Ye, Naoko Kawata (Chiba Univ.), Yuma Iwao (QST), Hideaki Haneishi (Chiba Univ.)
pp. 42 - 47
MI2022-44
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)
pp. 48 - 49
MI2022-45
[Special Talk]
Development of medical decision support with information and communication technology
-- Telemedicine in Hokkaido to cloud and AI --
Masahito Uesugi (Hokkado Info. Univ.)
pp. 50 - 52
MI2022-46
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.)
pp. 53 - 55
MI2022-47
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)
pp. 56 - 60
MI2022-48
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)
pp. 61 - 65
Note: Each article is a technical report without peer review, and its polished version will be published elsewhere.