Information and Systems-Medical Imaging(Date:2020/01/29)

Presentation
Investigation of Hard Exudates Image Generated by Cramer Generative Adversarial Networks

Maho Fujita(Univ. of Shiga Prefecture),  Yuji Hatanaka(Univ. of Shiga Prefecture),  Wataru Sunayama(Univ. of Shiga Prefecture),  Chisako Muramatsu(Shiga Univ.),  Hiroshi FUjita(Gifu Univ.),  

[Date]2020-01-29
[Paper #]MI2019-85
Effects of skull and surrounding area in functional MRI analysis using Convolutional Neural Network

Yuta Hosoi(Niigata Univ.),  Takafumi Hayashi(Niigata Univ.),  

[Date]2020-01-29
[Paper #]MI2019-86
[Invited Talk] Implementing IT and AI in the clinical field

Masahiro Jinzaki(Keio Univ.),  

[Date]2020-01-29
[Paper #]MI2019-90
Characterization of ultrasonic backscatter of vascular system using high-frame-rate ultrasound imaging

Masaaki Omura(Chiba Univ.),  Hideyuki Hasegawa(Toyama Univ.),  Ryo Nagaoka(Toyama Univ.),  Kenji Yoshida(Chiba Univ.),  Tadashi Yamaguchi(Chiba Univ.),  

[Date]2020-01-29
[Paper #]MI2019-91
[Poster Presentation] Computerized Determination Method for Histological Classification of Breast Masses on Ultrasonographic Images Using CNN Features and Morphological Features

Shinya Kunieda(Ritsumeikan Univ.),  Akiyoshi Hizukuri(Ritsumeikan Univ.),  Ryohei Nakayama(Ritsumeikan Univ.),  

[Date]2020-01-29
[Paper #]MI2019-76
[Poster Presentation] Computerized Classification Method of Benign and Malignant Masses in Multiple MRI Sequences using Convolutional Neural Network

Yuichi Mima(Ritsumeikan Univer),  Akiyoshi Hizukuri(Ritsumeikan Univer),  Ryohei Nakayama(Ritsumeikan Univer),  

[Date]2020-01-29
[Paper #]MI2019-77
Study of the Perception Error in AR Navigation for Supporting IVR Using Microsoft HoloLens

Shuhei Fujii(Waseda Univ.),  Satoru Morita(Tokyo Women's Medical Univ. Hospital),  Kazufumi Suzuki(Tokyo Women's Medical Univ. Hospital),  Kenji Endo(Tokyo Women's Medical Univ. Hospital),  Takeshi Morishita(Waseda Univ.),  Hiroshi Nagahashi(Japan Women's Univ.),  Ken Masamune(Tokyo Women's Medical Univ.),  Jun Ohya(Waseda Univ.),  

[Date]2020-01-29
[Paper #]MI2019-95
Proposal for a Method for Classifying Aortic Stenosis from ECG Using Deep Learning, and Analysis Using Grad-CAM.

Erika Hata(Waseda Univ.),  Chanjin Seo(Waseda Univ.),  Masafumi Nakayama(Todachuo General Hospital),  Kiyotaka Iwasaki(Waseda Univ.),  Takaaki Ohkawauchi(Nihon Univ.),  Jun Ohya(Waseda Univ.),  

[Date]2020-01-29
[Paper #]MI2019-87
Cell Image Segmentation by Attention Module Considering Relationship Between Generator and Discriminator

Hiroki Tsuda(Meijo Univ.),  Kazuhiro Hotta(Meijo Univ.),  

[Date]2020-01-29
[Paper #]MI2019-88
[Short Paper] Automatic Classification of Soft plaque on Computed Tomography Coronary Angiography using Deep Learning

Raina Futatsugi(Niigata Univ.),  Yongbum Lee(Niigata Univ.),  Hasegawa Akira(NUHW),  Norihiko Yoshimura(Niigata Univ. Hosp.),  

[Date]2020-01-29
[Paper #]MI2019-84
[Short Paper] a computer diagnosis system of pneumoconiosis using 3D chest CT images

Nana Mori(Tokushima Univ.),  Mikio Matsuhiro(Tokushima Univ.),  Hidenobu Suzuki(Tokushima Univ.),  Yoshiki Kawata(Tokushima Univ.),  Noboru Niki(Tokushima Univ.),  Katsuya Kato(Kawasaki Medical School),  Takumi Kishimoto(Okayama Rosai Hospital),  Kazuto Ashizawa(Nagasaki Univ.),  

[Date]2020-01-29
[Paper #]MI2019-65
精神・神経疾患の診断支援に向けた白質神経線維の形状類似性に基づくdata-drivenなクラスタリング手法

Mika Kamiya(Kyoto Univ.),  Shiho Okuhata(Kyoto Univ.),  Tetsuo Kobayashi(Kyoto Univ.),  

[Date]2020-01-29
[Paper #]MI2019-66
[Poster Presentation] Detection of lung nodules on CT images by use of YOLO

Xu Chen(Yamaguchi Univ.),  Yasushi Hirano(Yamaguchi Univ.),  Shoji Kido(Osaka Univ.),  

[Date]2020-01-29
[Paper #]MI2019-78
Automated dection for neck and thoracic lesions on FDG-PET/CT by lesion enhancement using one-class SVM

Atsuko Tanaka(Kindai Uni),  Mitsutaka Memoto(Kindai Uni),  Hayato Kaida(Kindai Uni),  Yuichi Kimura(Kindai Uni),  Takashi Nagaoka(Kindai Uni),  Takahiro Yamada(Kindai Uni),  Kazuyuki Ushifusa(Kindai Uni),  Kohei Hanaoka(Kindai Uni Hosp),  Kazuhiro Kitajima(Hyogo Col of Med),  Tatsuya Tsuchitani(Hosp of Hyogo Col of Med),  Kazunari Ishii(Kindai Uni),  

[Date]2020-01-29
[Paper #]MI2019-67
[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(Gifu Univ.),  Xiangrong Zhou(Gifu Univ.),  Yuji Hatanaka(USP),  Takeshi Hara(Gifu Univ.),  Tetsuya Yamamoto(Gifu Univ.),  Hiroshi Fujita(Gifu Univ.),  

[Date]2020-01-29
[Paper #]MI2019-80
[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(media),  Tatsuro Hayashi(media),  Wataru Nishiyama(Asahi Univ),  Takeshi Hara(Gifu Univ.),  Yoshiko Ariji(Aichi Gakuin Univ.),  Eiichiro Ariji(Aichi Gakuin Univ.),  Akitoshi Katsumata(Asahi Univ),  Hiroshi Fujita(Gifu Univ.),  

[Date]2020-01-29
[Paper #]MI2019-81
A study of generalized generation of image features for computer-aided detection systems based on unsupervised learning with normal datasets

Kazuyuki Ushifusa(Kindai Uni.),  Mitsutaka Nemoto((Kindai Uni.),  Yuichi Kimura(Kindai Uni.),  Takashi Nagaoka(Kindai Uni.),  Takahiro Yamada(Kindai Uni.),  Atsuko Tanaka(Kindai Uni.),  Naoto Hayashi(The Uni of Tokyo Hosp),  

[Date]2020-01-29
[Paper #]MI2019-68
Tooth detection based on relation of teeth with Relation Module on dental Cone-beam CT

Shota Kutsuna(Gifu Univ.),  Chisako Muramatsu(Shiga Univ.),  Ryo Takahashi(Media CO., Ltd.),  Tatsuro Hayashi(Media CO., Ltd.),  Xiangrong Zhor(Gifu Univ.),  Wataru nishiyama(Asashi Univ.),  Yoshiko Ariji(Aichi-Gakuin Univ.),  Takeshi Hara(Gifu Univ.),  Akitoshi Katsumata(Asashi Univ.),  Eichiro Ariji(Aichi-Gakuin Univ.),  Hiroshi Fujita(Gifu Univ.),  

[Date]2020-01-29
[Paper #]MI2019-82
Proposal of Extraction Method of Important Features in Surgical Planning for Mandibular Reconstruction

Kazuki Nagai(Kyoto Univ.),  Megumi Nakao(Kyoto Univ.),  Nobuhiro Ueda(Nara Medical Univ.),  Yuichiro Imai(Rakuwakai Otowa Hospital),  Tadaaki Kirita(Nara Medical Univ.),  Tetsuya Matsuda(Kyoto Univ.),  

[Date]2020-01-29
[Paper #]MI2019-70
[Short Paper] Improvement of a statistical model of human embryonic anatomical landmarks

Aoi Shinjo(TUAT),  Atsushi Saito(TUAT),  Tetsuya Takakuwa(KU),  Shigehito Yamada(KU),  Hidekata Hontani(NIT),  Hiroshi Matsuzoe(NIT),  Shoko Miyauchi(QU),  Ken'ichi Morooka(QU),  Akinobu Shimizu(TUAT),  

[Date]2020-01-29
[Paper #]MI2019-71
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