Faculty Profiles - ODA, Masahiro

Papers - ODA, Masahiro

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マルチモーダル画像を用いた深層学習ベースの頭部解剖構造抽出少量画像データ学習における抽出精度検証

杉野貴明, Holger R. Roth, 小田昌宏, 金太一, 森健策

電子情報通信学会技術研究報告(MI) Vol. 118 ( 412 ) page： 65-70 2019.1

経時CT像間の腹部臓器の変形を考慮したリンパ節自動対応付け手法の検討

舘高基, 小田昌宏, 林雄一郎, 伊東隼人, 中村嘉彦, 北坂孝幸, 三澤一成, 森健策

電子情報通信学会技術研究報告(MI) Vol. 118 ( 412 ) page： 97-102 2019.1

機械学習を用いた腹部動脈血管名自動命名におけるデータ拡張法の適用に関する検討

鉄村悠介, 林雄一郎, 小田昌宏, 北坂孝幸, 三澤一成, 森健策

電子情報通信学会技術研究報告(MI) Vol. 118 ( 412 ) page： 191-196 2019.1

敵対的Dense U-netを用いた切除肺マイクロCT像の超解像

鄭通, 小田紘久, Holger R. Roth, 小田昌宏, 中村彰太, 森健策

電子情報通信学会技術研究報告(MI) Vol. 118 ( 412 ) page： 7-12 2019.1

切除肺のマイクロCT像における3D-DBPNを用いた超解像の検討

鄭通, 小田紘久, 小田昌宏, 守谷享泰, 中村彰太, 森健策

第11回呼吸機能イメージング研究会学術集会, プログラム抄録集 page： 82 2019.1

不均衡データからの特徴選択超拡大内視鏡画像の病理類型分類に向けて

伊東隼人, 森悠一, 三澤将史, 小田昌宏, 工藤進英, 森健策

電子情報通信学会技術研究報告(MI) Vol. 118 ( 412 ) page： 109-114 2019.1

Automated Hand Eye Calibration in Laparoscope Holding Robot for Robot Assisted Surgery Reviewed

Jiang Shuai, Hayashi Yuichiro, Wang Cheng, Oda Masahiro, Kitasaka Takayuki, Misawa Kazunari, Mori Kensaku

INTERNATIONAL WORKSHOP ON ADVANCED IMAGE TECHNOLOGY (IWAIT) 2019 Vol. 11049 2019

Applications of Generative Adversarial Networks in Medical Image Processing: Introduction Invited

ODA Masahiro

Medical Imaging Technology Vol. 37 ( 3 ) page： 123-124 2019

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

Weakly-supervised Deep Learning of Interstitial Lung Disease Types on CT Images

Wang Chenglong, Moriya Takayasu, Hayashi Yuichiro, Roth Holger, Lu Le, Oda Masahiro, Ohkubo Hirotugu, Mori Kensaku

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

Discriminative Feature Selection by Optimal Manifold Search for Neoplastic Image Recognition Reviewed

Itoh Hayato, Mori Yuichi, Misawa Masashi, Oda Masahiro, Kudo Shin-Ei, Mori Kensaku

COMPUTER VISION - ECCV 2018 WORKSHOPS, PT IV Vol. 11132 page： 534-549 2019

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Papers - ODA, Masahiro