Faculty Profiles - ODA, Masahiro

Papers - ODA, Masahiro

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Artificial Intelligence/Deep Learning for Surgical Assistance Invited

Oda Masahiro

Journal of Japan Society of Computer Aided Surgery Vol. 21 ( 3 ) page： 143-146 2019

Radiological and Endoscope Image Analyses in Nagoya University Invited

ODA Masahiro, SHEN Chen, ODA Hirohisa, MORI Kensaku

Medical Imaging Technology Vol. 37 ( 2 ) page： 84-88 2019

Authorship：Lead author Language：English Publishing type：Research paper (conference, symposium, etc.)

This paper introduces our medical image analysis researches in the AMED project. Our research topics are radiological and endoscope image analyses. The radiological image analysis includes a blood vessel diagnosis assistance using non-contrasted abdominal CT volumes and an abdominal multi-organ segmentation from CT volumes. The endoscope image analysis includes observing area classifications of endoscope images taken in the stomach and colon. We explain approaches and results of these researches.

DOI： 10.11409/mit.37.84

Micro-CT in the Analysis of Formalin-Fixed Paraffin-Embedded Blocks of Resected Pancreatic Lesions Reviewed

Shindo K., Ohuchida K., Roth H. R., Oda H., Iwamoto C., Oda M., Ohtsuka T., Mori K., Hashizume M., Nakamura M.

PANCREAS Vol. 48 ( 10 ) page： 1523 - 1523 2019

Polyp-Size Classification with RGB-D features for Colonoscopy Reviewed

Itoh Hayato, Roth Holger R., Mori Yuichi, Misawa Masashi, Oda Masahiro, Kudo Shin-ei, Mori Kensaku

MEDICAL IMAGING 2019: COMPUTER-AIDED DIAGNOSIS Vol. 10950 2019

Scanning, registration, and fiber estimation of rabbit hearts using micro-focus and refraction-contrast X-ray CT Reviewed

Oda Hirohisa, Roth Holger R., Sugino Takaaki, Sunaguchi Naoki, Usami Noriko, Oda Masahiro, Shimao Daisuke, Ichihara Shu, Yuasa Tetsuya, Ando Masami, Akita Toshiaki, Narita Yuji, Mori Kensaku

MEDICAL IMAGING 2019: BIOMEDICAL APPLICATIONS IN MOLECULAR, STRUCTURAL, AND FUNCTIONAL IMAGING Vol. 10953 2019

Spaciousness Filters for Non-contrast CT Volume Segmentation of the Intestine Region for Emergency Ileus Diagnosis Reviewed

Oda Hirohisa, Nishio Kohei, Kitasaka Takayuki, Villard Benjamin, Amano Hizuru, Chiba Kosuke, Hinoki Akinari, Uchida Hiroo, Suzuki Kojiro, Itoh Hayato, Oda Masahiro, Mori Kensaku

MICCAI 2019, Workshop: CLIP2019 Vol. 11840 page： 104-114 2019

Tubular Structure Segmentation Using Spatial Fully Connected Network with Radial Distance Loss for 3D Medical Images Reviewed

Wang Chenglong, Hayashi Yuichiro, Oda Masahiro, Itoh Hayato, Kitasaka Takayuki, Frangi Alejandro F., Mori Kensaku

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2019, PT VI Vol. 11769 page： 348-356 2019

Unsupervised Segmentation of Micro-CT Images Based on a Hybrid of Variational Inference and Adversarial Learning Reviewed

Moriya Takayasu, Roth Holger R., Nakamura Shota, Oda Hirohisa, Oda Masahiro, Mori Kensaku

MEDICAL IMAGING 2019: BIOMEDICAL APPLICATIONS IN MOLECULAR, STRUCTURAL, AND FUNCTIONAL IMAGING Vol. 10953 2019

Unsupervised Segmentation of Micro-CT Images of Lung Cancer Specimen Using Deep Generative Models Reviewed

Moriya Takayasu, Oda Hirohisa, Mitarai Midori, Nakamura Shota, Roth Holger R., Oda Masahiro, Mori Kensaku

MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION - MICCAI 2019, PT VI Vol. 11769 page： 240-248 2019

Visual SLAM for bronchoscope tracking and bronchus reconstruction in bronchoscopic navigation Reviewed

Wang Cheng, Oda Masahiro, Hayashi Yuichiro, Kitasaka Takayuki, Honma Hirotoshi, Takabatake Hirotsugu, Mori Masaki, Natori Hiroshi, Mori Kensaku

MEDICAL IMAGING 2019: IMAGE-GUIDED PROCEDURES, ROBOTIC INTERVENTIONS, AND MODELING Vol. 10951 2019

Improving V-Nets for multi-class abdominal organ segmentation Reviewed

Shen Chen, Milletari Fausto, Roth Holger R., Oda Hirohisa, Oda Masahiro, Hayashi Yuichiro, Misawa Kazunari, Mori Kensaku

MEDICAL IMAGING 2019: IMAGE PROCESSING Vol. 10949 2019

Investigation of extracting interlobular septa with Hessian analysis and Radial Structure Tensor combined with roundness error in micro-CT volume Reviewed

Zhao Xiaotian, Oda Hirohisa, Nakamura Shota, Hayashi Yuichiro, Itoh Hayato, Oda Masahiro, Mori Kensaku

INTERNATIONAL FORUM ON MEDICAL IMAGING IN ASIA 2019 Vol. 11050 2019

ディープラーニング実践の環境構築

小田昌宏

臨床画像 Vol. 35 page： 1120 - 1128 2019

Development of Colonoscope Tracking Method using Recurrent Neural Network for Colonoscopic Examination Navigation Reviewed

Masahiro Oda, Holger R. Roth, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Nassir Navab, Kensaku Mori

Transactions of the Virtual Reality Society of Japan Vol. 23 ( 4 ) page： 249-252 2018.12

CT 像より自動抽出された動脈領域に対応した機械学習に基づく腹部動脈血管名自動命名法

鉄村悠介, 林雄一郎, 小田昌宏, 北坂孝幸, 三澤一成, 森健策

日本コンピュータ外科学会誌第27回日本コンピュータ外科学会大会特集号 Vol. 20 ( 4 18(Ⅶ)-4 ) page： 322-323 2018.11

Investigation on the condition of using adjacent reconstruction in visual bronchoscope tracking

Vol. 118 ( 286 ) page： 27-32 2018.11

不均衡データセットからの学習データセット構築法 ―機械学習に基づく医用画像分類に向けて―

伊東隼人, 森悠一, 三澤将史, 小田昌宏, 工藤進英, 森健策

日本コンピュータ外科学会誌第27回日本コンピュータ外科学会大会特集号 Vol. 20 ( 4 18(Ⅲ)-5 ) page： 261-262 2018.11

ディープラーニングを用いた腹腔鏡映像からの腹腔鏡下胃切除術の手術工程解析の検討

林雄一郎, 杉野貴明, 小田昌宏, 三澤一成, 森健策

日本コンピュータ外科学会誌第27回日本コンピュータ外科学会大会特集号 Vol. 20 ( 4 18(ⅩⅠ)-10 ) page： 368-369 2018.11

イレウス診断支援システムにおける閉塞部位の誤検出修正及び改善ツールの構築

西尾光平, 小田紘久, 千馬耕亮, 北坂孝幸, Holger R. Roth, 伊東隼人, 林雄一郎, 小田昌宏, 檜顕成, 内田広夫, 森健策

日本コンピュータ外科学会誌第27回日本コンピュータ外科学会大会特集号 Vol. 20 ( 4 18(Ⅹ)-3 ) page： 348-349 2018.11

U‒Net を用いた腹腔鏡動画像における出血領域検出に関する検討

小澤卓也, 小田紘久, 伊東隼人, 北坂孝幸, Holger R. Roth, 小田昌宏, 林雄一郎, 三澤一成, 伊藤雅昭, 竹下修由, 森健策

日本コンピュータ外科学会誌第27回日本コンピュータ外科学会大会特集号 Vol. 20 ( 4 18(6)-10 ) page： 370 2018.11

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Papers - ODA, Masahiro