Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
MI |
2024-03-03 11:28 |
Okinawa |
OKINAWAKEN SEINENKAIKAN (Okinawa, Online) (Primary: On-site, Secondary: Online) |
[Short Paper]
Recognition of Tooth Types in Dental Panoramic Radiographs Containing Deciduous Teeth Using CNN-based Object Detection Koki Sakai (Gifu Univ.), Chisako Muramatsu (Shiga Univ.), Yuta Seino (Osaka Univ.), Ryo Takahashi, Tatsuro Hayashi (EyeTech), Wataru Nishiyama (Asahi Univ.), Xiangrong Zhou, Takeshi Hara (Gifu Univ.), Akitoshi Katsumata (Asahi Univ.), Hiroshi Fujita (Gifu Univ.) MI2023-41 |
Panoramic radiographs are widely used in dentistry. However, checking each tooth and recording it in the patient's denta... [more] |
MI2023-41 pp.34-35 |
MI |
2023-03-06 09:31 |
Okinawa |
OKINAWA SEINENKAIKAN (Okinawa, Online) (Primary: On-site, Secondary: Online) |
Recognition of tooth types and conditions in dental panoramic radiographs with object detection and prior knowledge Koki Sakai (Gifu Univ.), Chisako Muramatsu (Shiga Univ.), Yuta Seino (Gifu Univ.), Ryo Takahashi, Tatsuro Hayashi (Media Co., Ltd), Wataru Nishiyama (Asahi Univ.), Xiangrong Zhou, Takeshi Hara (Gifu Univ.), Akitoshi Katsumata (Asahi Univ.), Hiroshi Fujita (Gifu Univ.) MI2022-74 |
(To be available after the conference date) [more] |
MI2022-74 pp.5-7 |
MI |
2023-03-07 10:25 |
Okinawa |
OKINAWA SEINENKAIKAN (Okinawa, Online) (Primary: On-site, Secondary: Online) |
Automatic generation of time intensity curves using an object detection model in contrast-enhanced endoscopic ultrasonography images of pancreatic tumors Yuma Sugishita, Takeshi Hara (Gifu Univ), Takuji Iwashita (Gifu Univ Hospital), Xiangrong Zhou, Hiroshi Fujita (Gifu Univ) MI2022-108 |
(To be available after the conference date) [more] |
MI2022-108 pp.145-147 |
MI |
2023-03-07 17:03 |
Okinawa |
OKINAWA SEINENKAIKAN (Okinawa, Online) (Primary: On-site, Secondary: Online) |
Automatic extraction of vascular lesions in learning a small number of data using semi-supervised mutual learning Tatsuya Hasunuma (Gifu Univ), Taiki Nozaki, Masaki Matusako (St. Luke's International Hospital), Takeshi Hara, Xiangrong Zhou, Hiroshi Fujita (Gifu Univ) MI2022-126 |
(To be available after the conference date) [more] |
MI2022-126 pp.212-214 |
MI |
2022-07-08 14:20 |
Hokkaido |
(Hokkaido, Online) (Primary: On-site, Secondary: Online) |
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.) MI2022-33 |
[more] |
MI2022-33 pp.7-9 |
MI |
2022-01-25 16:37 |
Online |
Online (Online) |
[Short Paper]
Recognition of teeth and dental prostheses in dental panoramic radiographs using multi-label detection Takumi Morishita (Gifu Univ.), Chisako Muramatsu (Shiga Univ.), Ryo Takahashi, Tatsuro Hayashi (media), Yuta Seino (Gifu Univ.), Wataru Nishiyama (Asahi Univ.), Xiangrong Zhou, Takeshi Hara (Gifu Univ.), Akitoshi Katsumata (Asahi Univ.), Hiroshi Fujita (Gifu Univ.) MI2021-51 |
The purpose of this study is to analyze dental panoramic radiographs for completing dental files to contribute to the di... [more] |
MI2021-51 pp.37-38 |
MI |
2022-01-26 14:05 |
Online |
Online (Online) |
[Short Paper]
Joint Learning for Multi-Phase CT Image Registration and Automatic Recognition of Anatomical Structures Based on a Deep Neural Network Ryotaro Fuwa, Xiangrong Zhou, Takeshi Hara, Hiroshi Fujita (Gifu Univ.) MI2021-64 |
Computer-aided diagnosis (CAD) systems require image registration and automatic recognition of anatomical structures on ... [more] |
MI2021-64 pp.82-85 |
MI |
2022-01-27 16:13 |
Online |
Online (Online) |
[Short Paper]
utomatic Extraction of Regions of Vascular Lesions Including Diffuse Lesions in MR Images Using Weakly Supervised Deep Learning Koki Fukaya, Takeshi Hara (Gifu Univ.), Taiki Nozaki, Masaki Matsusako (St.Luke's International Hosp.), Tetsuro Katafuchi (Gifu Medical Univ.), Xiangrong Zhou, Hiroshi Fujita (Gifu Univ.) MI2021-87 |
Klippel-Trenaunay-Weber syndrome (KTS) is a type of vascular lesion for which there is no quantitative diagnostic method... [more] |
MI2021-87 pp.186-187 |
MI |
2022-01-27 16:39 |
Online |
Online (Online) |
[Short Paper]
Multiple Organ Detection from CT Images Based on Deep Learning
-- Fusion of 2D-CNN and Transformer -- Daiki Kanoh, Xiangrong Zhou, Takeshi Hara, Hiroshi Fujita (Gifu Univ.) MI2021-89 |
The automatic recognition of multiple organs in 3D CT images and detecting organ positions are required for computer-aid... [more] |
MI2021-89 pp.190-193 |
MI |
2021-07-08 13:00 |
Online |
Online (Online) |
Automated detection of malignant tumors on PET/CT images using convolutional neural networks and statistical images Takumi Aihara (Gifu Univ.), Masaki Matsusako (St.Luke's International Hospital), Takeshi Hara (Gifu Univ.), Taiki Nozaki (St.Luke's International Hospital), Tetsuro Katafuchi (Gifu University of Medical Science), Satoshi Ito, Masaya Kato (Daiyukai General Hospital), Xiangrong Zhou, Hiroshi Fujita (Gifu Univ.) MI2021-9 |
In this study, we performed automatic detection of tumors from PET / CT images using Z-score images. The Z-score image i... [more] |
MI2021-9 pp.1-6 |
MI |
2021-07-08 13:30 |
Online |
Online (Online) |
[Short Paper]
Performance comparison of multiple deep CNN methods for multiple organ detection in CT images Daiki Kanoh, Xiangrong Zhou, Takeshi Hara, Hiroshi Fujita (Gifu Univ.) MI2021-10 |
The scheme of automatically recognizing multiple organs and detecting their localizations in 3D CT images is required fo... [more] |
MI2021-10 pp.7-10 |
MI |
2021-03-16 13:15 |
Online |
Online (Online) |
[Short Paper]
Feature extraction using AutoEncorder from nodular shadows on chest CT images Yuta Tanaka, Takeshi Hara, Xiangrong Zhou (Gifu Univ.), Masaki Matsusako, Taiki Nozaki (St. Luke's Hosp.) MI2020-71 |
Lung cancer mortality in men is 86.7% in 2018. If the benign and malignant lung cancer and the growth rate of nodules ca... [more] |
MI2020-71 pp.99-101 |
MI |
2020-01-29 13:20 |
Okinawa |
OKINAWAKEN SEINENKAIKAN (Okinawa) |
[Short Paper]
Growth process analysis of nodular shadows in chest CT images using function expression Shoko Inagaki, Takeshi Hara, Xiangrong Zhou (Gifu Univ.), Taiki Nozaki, Masaki Matsusako (St. Luke's Hospital) MI2019-79 |
Volume changes of lung nodules were recognized to prognose and to predict the abnormalities in the follow-up treatments.... [more] |
MI2019-79 pp.67-69 |
MI |
2020-01-29 13:20 |
Okinawa |
OKINAWAKEN SEINENKAIKAN (Okinawa) |
[Short Paper]
Retinal nerve fiber layer analysis on fundus images using CNN trained with OCT data Ryusuke Watanabe (Gifu Univ.), Chisako Muramatsu (Shiga Univ.), Akira Sawada, Xiangrong Zhou (Gifu Univ.), Yuji Hatanaka (USP), Takeshi Hara, Tetsuya Yamamoto, Hiroshi Fujita (Gifu Univ.) MI2019-80 |
Glaucoma is the first leading cause of blindness in Japan. However, glaucoma only has a few warning signs or symptoms. T... [more] |
MI2019-80 pp.71-72 |
MI |
2020-01-29 13:20 |
Okinawa |
OKINAWAKEN SEINENKAIKAN (Okinawa) |
[Short Paper]
Recognition of dentition using deep learning in dental panoramic X-ray images Takumi Morishita (Gifu Univ.), Chisako Muramatsu (Shiga Univ.), Xiangrong Zhou (Gifu Univ.), Ryo Takahashi, Tatsuro Hayashi (media), Wataru Nishiyama (Asahi Univ), Takeshi Hara (Gifu Univ.), Yoshiko Ariji, Eiichiro Ariji (Aichi Gakuin Univ.), Akitoshi Katsumata (Asahi Univ), Hiroshi Fujita (Gifu Univ.) MI2019-81 |
Dental panoramic X-ray images are obtained at more than 98% of dental clinics in Japan. However, since all the teeth are... [more] |
MI2019-81 pp.73-74 |
MI |
2020-01-30 13:25 |
Okinawa |
OKINAWAKEN SEINENKAIKAN (Okinawa) |
2D Deep CNN for automated multi organ segmentation from CT images by using consecutive slices feature maps Hiroki Isakari, Xiangrong Zhou, Takeshi Hara, Hiroshi Fujita (Gifu Univ.) MI2019-113 |
The development of a computer-aided diagnosis system is expected to reduce the burden on the radiologist in clinical pra... [more] |
MI2019-113 pp.203-205 |
MI |
2019-07-05 14:00 |
Hokkaido |
Future Univ. Hakodate (Hokkaido) |
[Short Paper]
Automated extraction of cartilage regions on knee MR images by deep learning approach Koki Fukaya, Takeshi Hara, Xiangrong Zhou (Gifu Univ.), Taiki Nozaki, Masaki Matsusako (St. Luke's HP), Hiroshu Fujita (Gifu Univ.) MI2019-17 |
(To be available after the conference date) [more] |
MI2019-17 pp.1-2 |
MI |
2019-01-22 13:20 |
Okinawa |
(Okinawa) |
[Short Paper]
Automatic standardization of data for personal identification using deep learning in dental panoramic X-ray images Yudai Yanashita, Chisako Muramatsu, Xiangrong Zhou (Gifu U), Wataru Nishiyama (Asahi U), Tatsuro Hayashi (media), Takeshi Hara (Gifu U), Akitoshi Katsumata (Asahi U), Hiroshi Fujita (Gifu U) MI2018-73 |
(To be available after the conference date) [more] |
MI2018-73 pp.53-54 |
MI |
2019-01-22 13:20 |
Okinawa |
(Okinawa) |
[Short Paper]
Detection of multiple organs in 3D CT images by using a deep learning Takuya Kojima, Xiangrong Zhou, Takeshi Hara, Hiroshi Fujita (Gifu Univ.) MI2018-74 |
(To be available after the conference date) [more] |
MI2018-74 pp.55-56 |
MI |
2019-01-22 13:20 |
Okinawa |
(Okinawa) |
[Short Paper]
Differences of Segmentation Results by Three Training Data for Cartilage Extraction in Knee MR Images Using Deep Learning Ryoma Aoki, Takeshi Hara (Gifu Univ), Taiki Nozaki, Masaki Matsusako (Dept.of Radiol.,St.Luke's Hosp.), Xiangrong Zhou, Hiroshi Fujita (Gifu Univ) MI2018-76 |
Accurate grasp of cartilage area is important for diagnosis and treatment related to arthropathy diseases. In recent yea... [more] |
MI2018-76 pp.63-64 |