Information and Systems-Image Engineering(Date:2021/03/15)

Presentation
Automatic Classification of Respiratory Sounds using HPSS

Yuki Marubashi(KIT),  Tohru Kamiya(KIT),  Shingo Mabu(YU),  Shoji Kido(OU),  

[Date]2021-03-16
[Paper #]MI2020-77
Lung segmentation of thoracic CT volumes by combining slice-wise with pixel-wise classification

Takahito Haruishi(TUAT),  Atsushi Saito(TUAT),  Masahiro Hashimoto(Keio University),  Yoshito Otake(NAIST),  Toshiaki Akashi(Juntendo University),  Akinobu Shimizu(TUAT),  

[Date]2021-03-16
[Paper #]MI2020-63
Deep Learning prediction of lung transplant rejection from FDG-PET and visualization of the basis for the decision

Keisuke Hori(Chiba Univ.),  Yuma Iwao(QST),  Miwako Takahashi(QST),  Haruhiko Shiiya(UTokyo/Hokkaido Univ.),  Masaaki Sato(UTokyo),  Taiga Yamaya(QST),  

[Date]2021-03-16
[Paper #]MI2020-73
Deformable mesh registration of partial lung shapes based on learning of pneumothorax deformation

Hinako Maekawa(Kyoto Univ.),  Megumi Nakao(Kyoto Univ.),  Katsutaka Mineura(Kyoto Univ. Hospital),  Toyofumi F. Chen-Yoshikawa(Nagoya Univ. Hospital),  Tetsuya Matsuda(Kyoto Univ.),  

[Date]2021-03-16
[Paper #]MI2020-74
Contrastive Learningを用いた肺野CT画像からCOVID-19の自動判定

Sota Kato(Meijo Univ.),  Kazuhiro Hotta(Meijo Univ.),  Masahiro Oda(Nagoya Univ.),  Kensaku Mori(Nagoya Univ.),  Yoshito Otake(NAIST),  Masahiro Hashimoto(Keio Univ.),  Toshiaki Akashi(Juntendo Univ.),  

[Date]2021-03-16
[Paper #]MI2020-66
Statistical modeling of pulmonary vasculatures in CT volumes using a deep generative model

Yuki Saeki(TUAT),  Atshushi Saito(TUAT),  Jean Cousty(LIGM, UGE-CNRS-ESIEE Paris),  Yukiko Kenmochi(LIGM, UGE-CNRS-ESIEE Paris),  Akinobu Shimizu(TUAT),  

[Date]2021-03-16
[Paper #]MI2020-65
Pre-operative Head CT and Pathological Image Registration using Normalized Cross-Correlation and Dice coefficient

Yukinobu Matsuoka(Mie Univ.),  Kento Morita(Mie Univ.),  Daisuke Takeda(Kobe Univ. Hospital),  Takumi Hasegawa(Kobe Univ. Hospital),  Tetsushi Wakabayashi(Mie Univ.),  

[Date]2021-03-16
[Paper #]MI2020-81
[Short Paper] Detectability of micronodules in pneumoconiosis using 3D CT images

Nana Mori(Tokushima Univ.),  Yuga Hashimoto(Tokushima Univ.),  Mikio Matsuhiro(Tokushima Univ.),  Hidenobu Suzuki(Tokushima Univ.),  Yoshiki Kawata(Tokushima Univ.),  Noboru Niki(Tokushima Univ.),  Katsuya Kato(Kawasaki Medical School),  Yoshinori Ohtsuka(Hokkaido chuo rosai hospital),  Takumi Kishimoto(Okayama Rosai Hospital),  Kazuto Ashizawa(Nagasaki Univ.),  

[Date]2021-03-16
[Paper #]MI2020-67
[Short Paper] Relationship Between Spatial Resolution Property and Evaluation Index of Tumor Area in Dual Energy Subtraction Processing Chest Radiography

Shu Onodera(Tohoku Univ. Hospital),  Yongbum Lee(Niigata Univ.),  

[Date]2021-03-16
[Paper #]MI2020-79
［ショートペーパー］深層学習によるメラノーマの自動診断

Yuto Kanazawa(Kindai Univ),  Takashi Nagaoka(Kindai Univ),  Yuichi Kimura(Kindai Univ),  Mitsutaka Nemoto(Kindai Univ),  

[Date]2021-03-16
[Paper #]MI2020-82
[Short Paper] Feature extraction using AutoEncorder from nodular shadows on chest CT images

Yuta Tanaka(Gifu Univ.),  Takeshi Hara(Gifu Univ.),  Xiangrong Zhou(Gifu Univ.),  Masaki Matsusako(St. Luke's Hosp.),  Taiki Nozaki(St. Luke's Hosp.),  

[Date]2021-03-16
[Paper #]MI2020-71
[Short Paper] Construction of Microcirculation Image Analysis System and Investigation into Effect of Thrombomodulin Alfa for Septic Model Rats

Mami Kawasaki(Chiba Univ.),  Kazuya Nakano(Miyazaki Univ.),  Takashi Ohnishi(Chiba Univ.),  Masashi Sekine(Chiba Univ.),  Eizo Watanabe(Chiba Univ.),  Shigeto Oda(Chiba Univ.),  Taka-aki Nakada(Chiba Univ.),  Hideaki Haneishi(Chiba Univ.),  

[Date]2021-03-16
[Paper #]MI2020-83
Respiratory rate estimation based on inter-frame change classification of camera images by deep learning

Gu Yi(Chiba Univ.),  Yudai Takahashi(Chiba Univ.),  Ryuzo Abe(Chiba Univ.),  Taka-aki Nakada(Chiba Univ.),  Toshiya Nakaguchi(Chiba Univ.),  

[Date]2021-03-16
[Paper #]MI2020-76
Respiratory rate estimation based on respiratory region selection method using thermography

Yudai Takahashi(Chiba Univ.),  Gu Yi(Chiba Univ.),  Ryuzo Abe(Chiba Univ.),  Taka-aki Nakada(Chiba Univ.),  Toshiya Nakaguchi(Chiba Univ.),  

[Date]2021-03-16
[Paper #]MI2020-75
[Short Paper] Three-dimensional analysis of alveolar construction using synchrotron radiation CT with a large-field microscope

Kurumi Saito(Tokushima Univ),  Keisuke Fukuda(Tokushima Univ),  Yoshiki Kawata(Tokushima Univ),  Noboru Niki(Tokushima Univ),  Keiji Umetani(JASRI),  Yasutaka Nakano(Shiga Univ. of Med. Sci.),  Hiroaki Sakai(AGMC),  Toshihiro Okamoto(Cleveland Clinic),  

[Date]2021-03-16
[Paper #]MI2020-78
[Short Paper] Association analysis of SNPs with emphysema progression on long-term follow-up CT images

Hidenobu Suzuki(Tokushima Univ.),  Yoshiki Kawata(Tokushima Univ.),  Noboru Niki(Tokushima Univ.),  Issei Imoto(Aichi Cancer Center Research Institute),  Masahiko Kusumoto(NCCH),  Yasutaka Nakano(Shiga Univ. of Medical Science),  Masahiro Kaneko(Tokyo Health Service Association),  

[Date]2021-03-16
[Paper #]MI2020-68
Detectability study for detecting micro-calcifications in Breast using Flow Sensitive Black Blood (FSBB)

Airi Shimizu(Shin-Yuri Hospital),  Kuninori Kobayashi(Kyorin Univ.),  Shigehide Kuhara(Kyorin Univ.),  Kazunori Kuroki(Kyorin Univ.),  

[Date]2021-03-16
[Paper #]MI2020-85
Development of body temperature monitoring system using Thermosensor and Depth camera

Wataru Nakada(Kitami Inst. of Tech.),  Yoshihiko Hayakawa(Kitami Inst. of Tech.),  Kenji Iwadate(Kitami Inst. of Tech.),  Pathitta Suteecharuwat(Kitami Inst. of Tech.),  

[Date]2021-03-16
[Paper #]MI2020-84
［特別講演］COVID-19肺炎

Masaki Matsusako(St. Luke's Hosp.),  

[Date]2021-03-16
[Paper #]MI2020-69
Super-resolution of thoracic CT volumes using high-frequency learning

Ryosuke Kawai(TUAT),  Atsushi Saito(TUAT),  Shoji Kido(Osaka Univ),  Kunihiro Inai(Fukui Univ),  Hirohiko Kimura(Fukui Univ),  Akinobu Shimizu(TUAT),  

[Date]2021-03-17
[Paper #]MI2020-97
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