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Journal Articles
- 2023
[j8]Kai Jiang, Hayato Itoh
, Masahiro Oda, Taishi Okumura, Yuichi Mori, Masashi Misawa, Takemasa Hayashi, Shin-Ei Kudo, Kensaku Mori:
Gaussian affinity and GIoU-based loss for perforation detection and localization from colonoscopy videos. Int. J. Comput. Assist. Radiol. Surg. 18(5): 795-805 (2023)- [j7]Kai Jiang, Hayato Itoh, Masahiro Oda, Taishi Okumura, Yuichi Mori, Masashi Misawa, Takemasa Hayashi, Shin-Ei Kudo, Kensaku Mori:
Correction to: Gaussian affinity and GIoU-based loss for perforation detection and localization from colonoscopy videos. Int. J. Comput. Assist. Radiol. Surg. 18(5): 807 (2023) - 2022
- [j6]Hayato Itoh, Masashi Misawa, Yuichi Mori, Shin-Ei Kudo, Masahiro Oda, Kensaku Mori:
Positive-gradient-weighted object activation mapping: visual explanation of object detector towards precise colorectal-polyp localisation. Int. J. Comput. Assist. Radiol. Surg. 17(11): 2051-2063 (2022) - [j5]Hayato Itoh, Masahiro Oda, Kai Jiang, Yuichi Mori, Masashi Misawa, Shin-Ei Kudo, Kenichiro Imai, Sayo Ito, Kinichi Hotta, Kensaku Mori:
Uncertainty meets 3D-spatial feature in colonoscopic polyp-size determination. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 10(3): 289-298 (2022) - 2021
- [j4]Hayato Itoh, Masahiro Oda, Yuichi Mori, Masashi Misawa, Shin-ei Kudo, Kenichiro Imai, Sayo Ito, Kinichi Hotta, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori:
Unsupervised colonoscopic depth estimation by domain translations with a Lambertian-reflection keeping auxiliary task. Int. J. Comput. Assist. Radiol. Surg. 16(6): 989-1001 (2021) - [j3]Hayato Itoh, Masahiro Oda, Kai Jiang, Yuichi Mori, Masashi Misawa, Shin-ei Kudo, Kenichiro Imai, Sayo Ito, Kinichi Hotta, Kensaku Mori:
Binary polyp-size classification based on deep-learned spatial information. Int. J. Comput. Assist. Radiol. Surg. 16(10): 1817-1828 (2021) - 2020
- [j2]Hayato Itoh, Yukitaka Nimura, Yuichi Mori, Masashi Misawa, Shin-ei Kudo, Kinichi Hotta, Kazuo Ohtsuka, Shoichi Saito, Yutaka Saito, Hiroaki Ikematsu, Yuichiro Hayashi, Masahiro Oda, Kensaku Mori:
Robust endocytoscopic image classification based on higher-order symmetric tensor analysis and multi-scale topological statistics. Int. J. Comput. Assist. Radiol. Surg. 15(12): 2049-2059 (2020) - 2017
- [j1]Masashi Misawa, Shin-ei Kudo, Yuichi Mori, Kenichi Takeda, Yasuharu Maeda, Shinichi Kataoka, Hiroki Nakamura, Toyoki Kudo, Kunihiko Wakamura, Takemasa Hayashi, Atsushi Katagiri, Toshiyuki Baba, Fumio Ishida, Haruhiro Inoue, Yukitaka Nimura, Masahiro Oda, Kensaku Mori:
Accuracy of computer-aided diagnosis based on narrow-band imaging endocytoscopy for diagnosing colorectal lesions: comparison with experts. Int. J. Comput. Assist. Radiol. Surg. 12(5): 757-766 (2017)
Conference and Workshop Papers
- 2021
- [c7]Kai Jiang, Hayato Itoh, Masahiro Oda, Taishi Okumura, Yuichi Mori, Masashi Misawa, Takemasa Hayashi, Shin-Ei Kudo, Kensaku Mori:
Dense-layer-based YOLO-v3 for detection and localization of colon perforations. Computer-Aided Diagnosis 2021 - [c6]Hayato Itoh, Masahiro Oda, Yuichi Mori, Masashi Misawa, Shin-ei Kudo, Kinichi Hotta, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori:
Single-shot three-dimensional reconstruction for colonoscopic image analysis. Image-Guided Procedures 2021 - 2020
- [c5]Hayato Itoh, Zhongyang Lu, Yuichi Mori, Masashi Misawa, Masahiro Oda, Shin-ei Kudo, Kensaku Mori:
Visualising decision-reasoning regions in computer-aided pathological pattern diagnosis of endoscytoscopic images based on CNN weights analysis. Computer-Aided Diagnosis 2020 - 2019
- [c4]Hayato Itoh, Holger R. Roth, Yuichi Mori, Masashi Misawa, Masahiro Oda, Shin-ei Kudo, Kensaku Mori:
Polyp-size classification with RGB-D features for colonoscopy. Computer-Aided Diagnosis 2019: 1095015 - 2018
- [c3]Hayato Itoh, Yuichi Mori, Masashi Misawa, Masahiro Oda, Shin-ei Kudo, Kensaku Mori:
Discriminative Feature Selection by Optimal Manifold Search for Neoplastic Image Recognition. ECCV Workshops (4) 2018: 534-549 - [c2]Hayato Itoh, Yuichi Mori, Masashi Misawa, Masahiro Oda, Shin-ei Kudo, Kensaku Mori:
Cascade classification of endocytoscopic images of colorectal lesions for automated pathological diagnosis. Computer-Aided Diagnosis 2018: 1057516 - [c1]Hayato Itoh, Holger R. Roth, Le Lu, Masahiro Oda, Masashi Misawa, Yuichi Mori, Shin-ei Kudo, Kensaku Mori:
Towards Automated Colonoscopy Diagnosis: Binary Polyp Size Estimation via Unsupervised Depth Learning. MICCAI (2) 2018: 611-619
Coauthor Index
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