Committee |
Date Time |
Place |
Paper Title / Authors |
Abstract |
Paper # |
CQ, IMQ, MVE, IE (Joint) [detail] |
2022-03-09 10:55 |
Online |
Online (Zoom) |
Phalange bone classification and osteotomy line estimation from X-ray images using deep learning Tatsuhiko Sotokawa, Takaharu Yamazaki (SIT), Kazuaki Tanaka (NEOMED.), Keizo Fukumoto (Saitama Jikei Hosp.) IMQ2021-10 IE2021-72 MVE2021-39 |
In this study, we detect and classify the phalanges and estimate the osteotomy line from hand X-ray images using deep le... [more] |
IMQ2021-10 IE2021-72 MVE2021-39 pp.1-6 |
CQ, IMQ, MVE, IE (Joint) [detail] |
2022-03-09 11:20 |
Online |
Online (Zoom) |
Extraction of lung regions from chest CT images using deep learning Xinshan He, Takaharu Yamazaki (SIT) IMQ2021-11 IE2021-73 MVE2021-40 |
Accurate extraction of lung regions from chest X-ray images is an essential process for detecting lesions in lung fields... [more] |
IMQ2021-11 IE2021-73 MVE2021-40 pp.7-12 |
IE, ITS, ITE-AIT, ITE-ME, ITE-MMS [detail] |
2022-02-21 13:30 |
Online |
Online |
A Note on Automatic Diagnosis of Helicobacter Pylori Infection Based on Self-Supervised Learning and Self-Knowledge Distillation Guang Li, Ren Togo (Hokkaido Univ.), Katsuhiro Mabe (Junpukai Health Maintenance Center), Shunpei Nishida (Olympus), Yoshihiro Tomoda (Olympus Medical Systems), Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
This paper proposes a novel method for automatic diagnosis of Helicobacter pylori (H. pylori) infection based on self-su... [more] |
|
IE, ITS, ITE-AIT, ITE-ME, ITE-MMS [detail] |
2022-02-21 15:50 |
Online |
Online |
Statistical Analysis on Estimation of Laparoscopic Image Region of Interest Including Contrast Enhancement Based on Saliency Map Norifumi Kawabata (Hokkaido Univ.), Toshiya Nakaguchi (Chiba Univ.) ITS2021-34 IE2021-43 |
In the medical field such as hospital, there are many chance for medical workers to see medical images visually. Therefo... [more] |
ITS2021-34 IE2021-43 pp.55-60 |
EST |
2022-01-28 11:00 |
Online |
Online |
Blood Vessel Structure Analysis using a Simulation Model for the Purpose of Polyp Shape Recovery from Endoscopic Images Shusuke Kato, Hiroyasu Usami, Akihiko Okazaki, Yuji Iwahori (Chubu Univ.), Ogasawara Naotaka, Kunio Kasugai (Aichi Medical Univ.) EST2021-83 |
In recent years, the incidence of colorectal cancer in Japan has been on the rise. It is essential to realize a medical ... [more] |
EST2021-83 pp.130-135 |
MI |
2022-01-26 10:13 |
Online |
Online |
[Short Paper]
Abnormality Detection for Covid-19 Chest CT Images by Dimensionality Reduction Based on Contrastive Learning Hiroki Tobise, Kugler Mauricio, Tatsuya Yokota (NITech), Masahiro Hashimoto (Keio Univ.), Yoshito Otake (NAIST), Toshiaki Akashi (Juntendo Univ.), Akinobu Shimizu (TUAT), Hidekata Hontani (NITech) MI2021-53 |
In this article, we propose a method that detects anomaly regions in chest CT images for the aid of Covid-19 diagnosis. ... [more] |
MI2021-53 pp.41-42 |
MI |
2022-01-26 13:00 |
Online |
Online |
Relationship between Image Quality and Learning Effect in Color Laparoscopic Images Generation by Generative Adversarial Networks Norifumi Kawabata (Hokkaido Univ.), Toshiya Nakaguchi (Chiba Univ.) MI2021-59 |
Improving of personal computer performance, it is possible for healthcare workers and related researchers to support for... [more] |
MI2021-59 pp.59-64 |
MI |
2022-01-26 14:05 |
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 11:10 |
Online |
Online |
[Fellow Memorial Lecture]
[IEICE Fellow Special Lecture] Human anatomical structure analysis by medical image processing and its application to diagnostic and therapeutic procedures assistance
-- Look back 30 years of research experiences and predict future -- Kensaku Mori (Nagoya Univ.) MI2021-74 |
This paper outlines my IEICE Fellow Special Lecture entitled human anatomical structure analysis by medical image proces... [more] |
MI2021-74 pp.127-132 |
MI |
2022-01-27 13:41 |
Online |
Online |
Immunohistochemical Reaction Image Analysis of Endometrial Carcinoma of the Uterine Corpus Rina Hiratsuka (Chiba Univ.), Fumikazu Kimura, Kengo Ohshima (Shinshu Univ.), Hideaki Haneishi (Chiba Univ.) MI2021-77 |
Immunohistochemistry (IHC) is a visualization method aiming at discovering a certain protein and has been widely adopted... [more] |
MI2021-77 pp.141-143 |
MI |
2022-01-27 16:39 |
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 |
IBISML |
2022-01-18 11:15 |
Online |
Online |
[Invited Talk]
TBA Jun Sakuma (Tsukuba Univ./RIKEN) |
Explainability is one of the key elements required in medical image diagnosis using deep image recognition models. In th... [more] |
|
SS, MSS |
2022-01-12 11:10 |
Nagasaki |
Nagasakiken-Kensetsu-Sogo-Kaikan Bldg. (Primary: On-site, Secondary: Online) |
Comparison of Classification Accuracy of Image Recognition Network for Tongues Diagnosis in Traditional Chinese Medicine Zhenyu An, Shunsuke Nakamura (Yamaguchi Univ.), Ren Wu (Yamaguchi Junior College), Mitsuru Nakata, Qi-Wei Ge (Yamaguchi Univ.) MSS2021-50 SS2021-37 |
The purpose of this paper is to develop a support system that automatically diagnoses
the health status of viscera thro... [more] |
MSS2021-50 SS2021-37 pp.106-111 |
CCS |
2021-11-19 14:30 |
Osaka |
Osaka Univ. (Primary: On-site, Secondary: Online) |
A Study of Deep Learning for Abnormal Waveforms in ECG Image Data Using Expert Diagnosis as a Teacher Kentaro Hashimoto, Yuichiro Yamamura (Univ of Tsukuba.), Ryota Iwatsuka (Taiyo-kai Social Welfare awachiiki iryo center), Hiroyasu Ando (Tohoku Univ./Univ of Tsukuba.) CCS2021-33 |
Artificial intelligence is expected to play a variety of roles in the medical fields. Diagnosis based on ECG readings is... [more] |
CCS2021-33 pp.89-93 |
MI, MICT [detail] |
2021-11-05 10:25 |
Online |
Online |
Performance Improvement of Alzheimer's Disease Identification Using Cognitive Function Test Scores Daiki Endo, Koichi Ito, Takafumi Aoki (Tohoku Univ.) MICT2021-31 MI2021-29 |
As the population ages, the prevalence of Alzheimer’s disease (AD) is expected to increase. AD causes progressive brain ... [more] |
MICT2021-31 MI2021-29 pp.17-21 |
MI, MICT [detail] |
2021-11-05 16:10 |
Online |
Online |
Classification of root resorption from dental panoramic X-ray images based on deep metric learning Kosei Tamura, Tohru Kamiya (Kyushu Institute of Technology), Masashi Oda (Kyushu Dental University), Tatsurou Tanaka (Kagoshima University), Yasuhiro Morimoto (Kyushu Dental University) MICT2021-43 MI2021-41 |
Root resorption is one of the tooth diseases. It is caused by the roots of the teeth melting when it was absorbed and ac... [more] |
MICT2021-43 MI2021-41 pp.68-71 |
MI |
2021-07-08 13:30 |
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 |
2021-07-09 11:00 |
Online |
Online |
[Short Paper]
Construction of Subtype Classifier for Malignant Lymphoma based on H&E-stained Images using Immuno-stainning Data Yuki Hirono (NIT), Noriaki Hashimoto (RIKEN), Kugler Mauricio, Tatsuya Yokota (NIT), Miharu Nagaishi (Kurume Univ.), Hiroaki Miyoshi, Koichi Oshima (Kurume Univ./JSP), Ichiro Takeuchi (NIT/RIKEN), Hidekata Hontani (NIT) MI2021-16 |
In pathological diagnosis of malignant lymphoma, a HE image is observed at first and then a set of immunostained images ... [more] |
MI2021-16 pp.31-32 |
MI |
2021-07-09 14:30 |
Online |
Online |
Asynchrony analysis of diaphragmatic movement for evaluation of respiratory dynamics in COPD patients Xiao Tan (Chiba Univ.), Yuma Iwao (QST), Chen Ye, Kotaro Takahashi (Chiba Univ.), Yoshitada Masuda (Chiba Univ. Hospital), Ayako Shimada, Naoko Kawata, Hideaki Haneishi (Chiba Univ.) MI2021-20 |
The state of lung movement is an important index for the diagnosis of the chronic obstructive pulmonary disease (COPD). ... [more] |
MI2021-20 pp.47-51 |
MI |
2021-05-17 15:10 |
Online |
Online |
[Short Paper]
Fundamental study of automatic segmentation of skeletal muscle regions on whole body CT images based on a 3D DeepCNN Kota Nozaki, Xiangong Zhou (Gifu Univ.), Naoki Kamiya (Aichi Prefectual Univ.), Takeshi Hara, Hiroshi Fujita (Gifu Univ.) MI2021-7 |
Amyotrophic lateral sclerosis (ALS) is an intractable disease in which voluntary muscles atrophy gradully due to degener... [more] |
MI2021-7 pp.20-22 |