Faculty Profiles - ODA, Masahiro

Papers - ODA, Masahiro

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Visualizing intestines for diagnostic assistance of ileus based on intestinal region segmentation from 3D CT images Reviewed

Oda Hirohisa, Nishio Kohei, Kitasaka Takayuki, Amano Hizuru, Takimoto Aitaro, Uchida Hiroo, Suzuki Kojiro, Itoh Hayato, Oda Masahiro, Mori Kensaku

MEDICAL IMAGING 2020: COMPUTER-AIDED DIAGNOSIS Vol. 11314 2020

Deep Learning in Surgical Assistance Invited

Oda Masahiro

Journal of Japan Society of Computer Aided Surgery Vol. 22 ( 1 ) page： 54-58 2020

Clinical Application of EndoBRAIN, a Medical Device Adopting Artificial Intelligence: Challenges to Obtain Regulatory Approval and Insurance Reimbursement Invited

MORI Yuichi, KUDO Shin-ei, MISAWA Masashi, ITOH Hayato, ODA Masahiro, MORI Kensaku

Medical Imaging Technology Vol. 38 ( 5 ) page： 213-216 2020

Language：English Publishing type：Research paper (scientific journal)

<p>EndoBRAIN (Cybernet System Corp.; Olympus Corp., Tokyo) is the computer-aided diagnostic system supportedby artificial intelligence (AI) that allows real-time identification of colorectal polyps. EndoBRAIN was the firstly approved medical device in the field of AI in Japan. This regulatory approval was achieved by the close collaboration among medical researchers, engineering researchers, industrial partners, and public funding bodies. This review article shows the overview of EndoBRAIN including its design, performance, and results in clinical trials. In addition, our approaches to regulatory approval and insurance reimbursement, which unfortunately has not been granted, are also introduced.</p>

DOI： 10.11409/mit.38.213

Organ Segmentation From Full-size CT Images Using Memory-Efficient FCN Reviewed

Wang Chenglong, Oda Masahiro, Mori Kensaku

MEDICAL IMAGING 2020: COMPUTER-AIDED DIAGNOSIS Vol. 11314 2020

Spatial information-embedded fully convolutional networks for multi-organ segmentation with improved data augmentation and instance normalization Reviewed

Chen Shen, Chenglong Wang, Holger R. Roth, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori

Progress in Biomedical Optics and Imaging - Proceedings of SPIE Vol. 11313 2020

Multi-modality super-resolution loss for GAN-based super-resolution of clinical CT images using micro CT image database Reviewed

Tong Zheng, Hirohisa Oda, Takayasu Moriya, Takaaki Sugino, Shota Nakamura, Masahiro Oda, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori

Progress in Biomedical Optics and Imaging - Proceedings of SPIE Vol. 11313 2020

Improved visual SLAM for bronchoscope tracking and registration with pre-operative CT images Reviewed

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

Proceedings of SPIE - The International Society for Optical Engineering Vol. 11315 2020

Automated eye disease classification method from anterior eye image using anatomical structure focused image classification technique Reviewed

Oda Masahiro, Yamaguchi Takefumi, Fukuoka Hideki, Ueno Yuta, Mori Kensaku

MEDICAL IMAGING 2020: COMPUTER-AIDED DIAGNOSIS Vol. 11314 2020

Abdominal artery segmentation method from CT volumes using fully convolutional neural network Reviewed

Masahiro Oda, Holger R. Roth, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori

International Journal of Computer Assisted Radiology and Surgery Vol. 14 ( 12 ) page： 2069 - 2081 2019.12

Realistic Endoscopic Image Generation Method Using Virtual-to-real Image-domain Translation Reviewed

Masahiro Oda, Kiyohito Tanaka, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori

Healthcare Technology Letters Vol. 6 ( 6 ) page： 214 - 219 2019.12

Stable polyp-scene classification via subsampling and residual learning from an imbalanced large dataset Reviewed

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

HEALTHCARE TECHNOLOGY LETTERS Vol. 6 ( 6 ) page： 237 - 242 2019.12

Artificial intelligence and computer-aided diagnosis for colonoscopy: where do we stand now?

Kudo Shin-ei, Mori Yuichi, Abdel-aal Usama M., Misawa Masashi, Itoh Hayato, Oda Masahiro, Mori Kensaku

TRANSLATIONAL GASTROENTEROLOGY AND HEPATOLOGY 2019.11

超拡大大腸内視鏡画像における施設間データ分布の差異を考慮した分類法に関する初期的検討

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 Vol. 21 ( 4 ) page： 332 - 333 2019.11

臨床肺CT画像と切除肺マイクロCT画像の初期位置合わせ手法の検討 Reviewed

波多腰慎矢, 小田紘久, 杉野貴明, 林雄一郎, Roth Holger R., 中村彰太, 小田昌宏, 森雅樹, 高畠博嗣, 名取博, 森健策

日本コンピュータ外科学会誌 Vol. 21 ( 4 ) page： 318 - 319 2019.11

内視鏡的粘膜下層剥離術中の自動穿孔検出に関する初期的検討

大石仁美, 伊東隼人, 森悠一, 三澤将史, 林武雅, 奥村大志, 小田昌宏, 工藤進英, 森健策

日本コンピュータ外科学会誌 Vol. 21 ( 4 ) page： 232 - 233 2019.11

Grad-CAMを用いた脳CT像からのくも膜下出血の出血領域可視化に関する検討(Visualization of subarachnoid hemorrhage area from brain CT images using Grad-CAM)

魯仲陽, 伊東隼人, 小田昌宏, 林雄一郎, 渡谷岳行, 阿部修, 橋本正弘, 陣崎雅弘, 森健策

日本コンピュータ外科学会誌 Vol. 21 ( 4 ) page： 229 - 230 2019.11

グラフ畳み込みニューラルネットワークによる腹部動脈血管名自動命名におけるデータ拡張による精度改善

日比裕太, 林雄一郎, 北坂孝幸, 伊東隼人, 小田昌宏, 三澤一成, 森健策

日本コンピュータ外科学会誌 Vol. 21 ( 4 ) page： 226 - 227 2019.11

小児腸閉塞患者のCT像における電子洗浄手法の評価

西尾光平, 小田紘久, 千馬耕亮, 北坂孝幸, 林雄一郎, 伊東隼人, 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 Vol. 21 ( 4 ) page： 321 - 321 2019.11

特集今知りたい、AIの歴史とこれから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 ( 10 ) page： 1120 - 1128 2019.10

Precise estimation of renal vascular dominant regions using spatially aware fully convolutional networks, tensor-cut and Voronoi diagrams Reviewed

Chenglong Wang, Holger R. Roth, Takayuki Kitasaka, Masahiro Oda, Yuichiro Hayashi, Yasushi Yoshino, Tokunori Yamamoto, Naoto Sassa, Momokazu Goto, Kensaku Mori

COMPUTERIZED MEDICAL IMAGING AND GRAPHICS Vol. 77 page： 101642 2019.10

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Papers - ODA, Masahiro