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2020 – today
- 2023
[j74]Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori
:
Database-driven patient-specific registration error compensation method for image-guided laparoscopic surgery. Int. J. Comput. Assist. Radiol. Surg. 18(1): 63-69 (2023)- [j73]Ruiyun Zhu, Masahiro Oda, Yuichiro Hayashi, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori:
A skeleton context-aware 3D fully convolutional network for abdominal artery segmentation. Int. J. Comput. Assist. Radiol. Surg. 18(3): 461-472 (2023) - [j72]Jie Qiu, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kensaku Mori:
Class-wise confidence-aware active learning for laparoscopic images segmentation. Int. J. Comput. Assist. Radiol. Surg. 18(3): 473-482 (2023) - [j71]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) - [j70]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) - [j69]Takayuki Kitasaka, Shota Nakamura, Yuichiro Hayashi, Tsuyoshi Nakai, Yasuhiro Nakai, Kensaku Mori, Toyofumi Fengshi Chen-Yoshikawa:
Development of panorama vision ring for thoracoscopy. Int. J. Comput. Assist. Radiol. Surg. 18(5): 945-952 (2023) - [i37]Masahiro Oda, Kazuhiro Furukawa, Nassir Navab, Kensaku Mori:
KST-Mixer: Kinematic Spatio-Temporal Data Mixer For Colon Shape Estimation. CoRR abs/2302.00899 (2023) - [i36]Ryo Toda, Hayato Itoh, Masahiro Oda, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Shigeki Aoki, Kensaku Mori:
Identifying Suspicious Regions of Covid-19 by Abnormality-Sensitive Activation Mapping. CoRR abs/2303.14901 (2023) - 2022
- [j68]Aiko Urushibara, Tsukasa Saida, Kensaku Mori, Toshitaka Ishiguro, Kei Inoue, Tomohiko Masumoto, Toyomi Satoh, Takahito Nakajima:
The efficacy of deep learning models in the diagnosis of endometrial cancer using MRI: a comparison with radiologists. BMC Medical Imaging 22(1): 80 (2022) - [j67]Tao Hu, Masahiro Oda, Yuichiro Hayashi, Zhongyang Lu, Kanako Kunishima Kumamaru, Toshiaki Akashi, Shigeki Aoki, Kensaku Mori:
Aorta-aware GAN for non-contrast to artery contrasted CT translation and its application to abdominal aortic aneurysm detection. Int. J. Comput. Assist. Radiol. Surg. 17(1): 97-105 (2022) - [j66]Chen Shen, Holger R. Roth, Yuichiro Hayashi, Masahiro Oda, Tadaaki Miyamoto, Gen Sato, Kensaku Mori:
A cascaded fully convolutional network framework for dilated pancreatic duct segmentation. Int. J. Comput. Assist. Radiol. Surg. 17(2): 343-354 (2022) - [j65]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) - [j64]Masahiro Oda, Hayato Itoh, Kiyohito Tanaka, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori:
Depth estimation from single-shot monocular endoscope image using image domain adaptation and edge-aware depth estimation. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 10(3): 266-273 (2022) - [j63]Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori:
Spatially variant biases considered self-supervised depth estimation based on laparoscopic videos. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 10(3): 274-282 (2022) - [j62]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) - [c224]Zhou Zheng, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kensaku Mori:
TriMix: A General Framework for Medical Image Segmentation from Limited Supervision. ACCV (6) 2022: 185-202 - [c223]Keiko Yamashita, Shintaro Oyama, Teruhiko Suzuki, Yuji Sakamoto, Yoshinori Ideno, Satoshi Yamashita, Satomi Akagawa, Akiko Fujii, Kensaku Mori, Yoshimune Shiratori:
Nursing behavior recognition and presenteeism risk analysis using IoT sensing technology. AMIA 2022 - [c222]Yunheng Wu, Masahiro Oda, Yuichiro Hayashi, Takanori Takebe, Shogo Nagata, Cheng Wang, Kensaku Mori:
Blood Vessel Segmentation from Low-Contrast and Wide-Field Optical Microscopic Images of Cranial Window by Attention-Gate-Based Network. CVPR Workshops 2022: 1863-1872 - [c221]Chen Shen, Pochuan Wang, Dong Yang, Daguang Xu, Masahiro Oda, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Chiou-Shann Fuh, Kensaku Mori, Weichung Wang, Holger R. Roth:
Joint Multi Organ and Tumor Segmentation from Partial Labels Using Federated Learning. DeCaF/FAIR@MICCAI 2022: 58-67 - [c220]Hayato Itoh, Tao Hu, Masahiro Oda, Shinji Saiki, Koji Kamagata, Nobutaka Hattori, Shigeki Aoki, Kensaku Mori:
Pattern Analysis of Substantia Nigra in Parkinson Disease by Fifth-Order Tensor Decomposition and Multi-sequence MRI. MMMI@MICCAI 2022: 63-75 - [c219]Wenda Li, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Kazunari Misawa, Kensaku Mori:
Geometric Constraints for Self-supervised Monocular Depth Estimation on Laparoscopic Images with Dual-task Consistency. MICCAI (4) 2022: 467-477 - [c218]Tao Hu, Hayato Itoh, Masahiro Oda, Yuichiro Hayashi, Zhongyang Lu, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kanako K. Kumamaru, Toshiaki Akashi, Kensaku Mori:
Enhancing Model Generalization for Substantia Nigra Segmentation Using a Test-time Normalization-Based Method. MICCAI (8) 2022: 736-744 - [i35]Masahiro Oda, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Kensaku Mori:
Lung infection and normal region segmentation from CT volumes of COVID-19 cases. CoRR abs/2201.03050 (2022) - [i34]Masahiro Oda, Tong Zheng, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Shigeki Aoki, Kensaku Mori:
COVID-19 Infection Segmentation from Chest CT Images Based on Scale Uncertainty. CoRR abs/2201.03053 (2022) - [i33]Masahiro Oda, Hayato Itoh, Kiyohito Tanaka, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori:
Depth Estimation from Single-shot Monocular Endoscope Image Using Image Domain Adaptation And Edge-Aware Depth Estimation. CoRR abs/2201.04485 (2022) - [i32]Masahiro Oda, Kiyohito Tanaka, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori:
Realistic Endoscopic Image Generation Method Using Virtual-to-real Image-domain Translation. CoRR abs/2201.04918 (2022) - [i31]Masahiro Oda, Tomoaki Suito, Yuichiro Hayashi, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Gen Iinuma, Kazunari Misawa, Shigeru Nawano, Kensaku Mori:
Semi-automated Virtual Unfolded View Generation Method of Stomach from CT Volumes. CoRR abs/2201.05331 (2022) - [i30]Ying Ji, Yu Wang, Kensaku Mori, Jien Kato:
Spatial-temporal Concept based Explanation of 3D ConvNets. CoRR abs/2206.05275 (2022) - 2021
- [j61]Takaaki Sugino, Yutaro Suzuki, Taichi Kin, Nobuhito Saito, Shinya Onogi, Toshihiro Kawase, Kensaku Mori, Yoshikazu Nakajima:
Label cleaning and propagation for improved segmentation performance using fully convolutional networks. Int. J. Comput. Assist. Radiol. Surg. 16(3): 349-361 (2021) - [j60]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) - [j59]Cheng Wang, Yuichiro Hayashi, Masahiro Oda, Takayuki Kitasaka, Hirotsugu Takabatake, Masaki Mori, Hirotoshi Honma, Hiroshi Natori, Kensaku Mori:
Depth-based branching level estimation for bronchoscopic navigation. Int. J. Comput. Assist. Radiol. Surg. 16(10): 1795-1804 (2021) - [j58]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) - [j57]Takuya Ozawa, Yuichiro Hayashi, Hirohisa Oda, Masahiro Oda, Takayuki Kitasaka, Nobuyoshi Takeshita, Masaaki Ito, Kensaku Mori:
Synthetic laparoscopic video generation for machine learning-based surgical instrument segmentation from real laparoscopic video and virtual surgical instruments. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9(3): 225-232 (2021) - [j56]Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
Station number assignment to abdominal lymph node for assisting gastric cancer surgery. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 9(4): 357-362 (2021) - [j55]Keiko Yamashita, Shintaro Oyama, Tomohiro Otani, Satoshi Yamashita, Taiki Furukawa, Daisuke Kobayashi, Kikue Sato, Aki Sugano, Chiaki Funada, Kensaku Mori, Naoki Ishiguro, Yoshimune Shiratori:
Smart hospital infrastructure: geomagnetic in-hospital medical worker tracking. J. Am. Medical Informatics Assoc. 28(3): 477-486 (2021) - [c217]Keiko Yamashita, Shintaro Oyama, Satoshi Yamashita, Chiaki Funada, Kikue Sato, Taiki Furukawa, Aki Sugano, Daisuke Kobayashi, Hiroshi Tomozawa, Yuji Sakamoto, Yoshinori Ideno, Kensaku Mori, Yoshimune Shiratori:
Hand hygiene monitoring by positioning technology utilizing IoT devices. AMIA 2021 - [c216]Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Aitaro Takimoto, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Masahiro Oda, Kensaku Mori:
Intestine Segmentation with Small Computational Cost for Diagnosis Assistance of Ileus and Intestinal Obstruction. CLIP/DCL/LL-COVID19/PPML@MICCAI 2021: 3-12 - [c215]Chen Shen, Holger R. Roth, Yuichiro Hayashi, Masahiro Oda, Tadaaki Miyamoto, Gen Sato, Kensaku Mori:
Attention-Guided Pancreatic Duct Segmentation from Abdominal CT Volumes. CLIP/DCL/LL-COVID19/PPML@MICCAI 2021: 46-55 - [c214]Masahiro Oda, Tong Zheng, Yuichiro Hayashi, Yoshito Otake, Masahiro Hashimoto, Toshiaki Akashi, Shigeki Aoki, Kensaku Mori:
COVID-19 Infection Segmentation from Chest CT Images Based on Scale Uncertainty. CLIP/DCL/LL-COVID19/PPML@MICCAI 2021: 88-97 - [c213]Chen Shen, Pochuan Wang, Holger R. Roth, Dong Yang, Daguang Xu, Masahiro Oda, Weichung Wang, Chiou-Shann Fuh, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Kensaku Mori:
Multi-task Federated Learning for Heterogeneous Pancreas Segmentation. CLIP/DCL/LL-COVID19/PPML@MICCAI 2021: 101-110 - [c212]Zhou Zheng, Masahiro Oda, Kensaku Mori:
Graph Cuts Loss to Boost Model Accuracy and Generalizability for Medical Image Segmentation. ICCVW 2021: 3297-3306 - [c211]Tong Zheng, Hirohisa Oda, Yuichiro Hayashi, Shota Nakamura, Masahiro Oda, Kensaku Mori:
Super-Resolution by Latent Space Exploration: Training with Poorly-Aligned Clinical and Micro CT Image Dataset. SASHIMI@MICCAI 2021: 24-33 - [i29]Chen Shen, Pochuan Wang, Holger R. Roth, Dong Yang, Daguang Xu, Masahiro Oda, Weichung Wang, Chiou-Shann Fuh, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Kensaku Mori:
Multi-task Federated Learning for Heterogeneous Pancreas Segmentation. CoRR abs/2108.08537 (2021) - 2020
- [j54]Cheng Wang, Masahiro Oda, Yuichiro Hayashi, Benjamin Villard, Takayuki Kitasaka, Hirotsugu Takabatake, Masaki Mori, Hirotoshi Honma, Hiroshi Natori, Kensaku Mori:
A visual SLAM-based bronchoscope tracking scheme for bronchoscopic navigation. Int. J. Comput. Assist. Radiol. Surg. 15(10): 1619-1630 (2020) - [j53]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) - [j52]Ying Ji, Yu Wang, Jien Kato, Kensaku Mori:
Predicting Violence Rating Based on Pairwise Comparison. IEICE Trans. Inf. Syst. 103-D(12): 2578-2589 (2020) - [j51]Chenglong Wang, Masahiro Oda, Yuichiro Hayashi, Yasushi Yoshino, Tokunori Yamamoto, Alejandro F. Frangi, Kensaku Mori:
Tensor-cut: A tensor-based graph-cut blood vessel segmentation method and its application to renal artery segmentation. Medical Image Anal. 60 (2020) - [c210]Pochuan Wang, Chen Shen, Holger R. Roth, Dong Yang, Daguang Xu, Masahiro Oda, Kazunari Misawa, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Weichung Wang, Kensaku Mori:
Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning. DART/DCL@MICCAI 2020: 192-200 - [c209]Cheng Wang, Masahiro Oda, Yuichiro Hayashi, Takayuki Kitasaka, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori:
Improved visual SLAM for bronchoscope tracking and registration with pre-operative CT images. Medical Imaging: Image-Guided Procedures 2020: 1131518 - [c208]Tong Zheng, Hirohisa Oda, Takayasu Moriya, Takaaki Sugino, Shota Nakamura, Masahiro Oda, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori:
Multi-modality super-resolution loss for GAN-based super-resolution of clinical CT images using micro CT image database. Medical Imaging: Image Processing 2020: 1131305 - [c207]Chen Shen, Chenglong Wang, Holger R. Roth, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
Spatial information-embedded fully convolutional networks for multi-organ segmentation with improved data augmentation and instance normalization. Medical Imaging: Image Processing 2020: 1131316 - [e12]Jens Petersen, Raúl San José Estépar, Alexander Schmidt-Richberg, Sarah E. Gerard, Bianca Lassen-Schmidt, Colin Jacobs, Reinhard Beichel, Kensaku Mori:
Thoracic Image Analysis - Second International Workshop, TIA 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 8, 2020, Proceedings. Lecture Notes in Computer Science 12502, Springer 2020, ISBN 978-3-030-62468-2 [contents] - [i28]Hirohisa Oda, Kohei Nishio, Takayuki Kitasaka, Hizuru Amano, Aitaro Takimoto, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori:
Visualizing intestines for diagnostic assistance of ileus based on intestinal region segmentation from 3D CT images. CoRR abs/2003.01290 (2020) - [i27]Chenglong Wang, Masahiro Oda, Kensaku Mori:
Organ Segmentation From Full-size CT Images Using Memory-Efficient FCN. CoRR abs/2003.10690 (2020) - [i26]Tong Zheng, Hirohisa Oda, Takayasu Moriya, Takaaki Sugino, Shota Nakamura, Masahiro Oda, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori:
Super-resolution of clinical CT volumes with modified CycleGAN using micro CT volumes. CoRR abs/2004.03272 (2020) - [i25]Masahiro Oda, Holger R. Roth, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Nassir Navab, Kensaku Mori:
Colonoscope tracking method based on shape estimation network. CoRR abs/2004.09056 (2020) - [i24]Masahiro Oda, Holger R. Roth, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Nassir Navab, Kensaku Mori:
Colon Shape Estimation Method for Colonoscope Tracking using Recurrent Neural Networks. CoRR abs/2004.13629 (2020) - [i23]Masahiro Oda, Takefumi Yamaguchi, Hideki Fukuoka, Yuta Ueno, Kensaku Mori:
Automated eye disease classification method from anterior eye image using anatomical structure focused image classification technique. CoRR abs/2005.01433 (2020) - [i22]Masahiro Oda, Natsuki Shimizu, Kenichi Karasawa, Yukitaka Nimura, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert, Kensaku Mori:
Regression Forest-Based Atlas Localization and Direction Specific Atlas Generation for Pancreas Segmentation. CoRR abs/2005.03345 (2020) - [i21]Pochuan Wang, Chen Shen, Holger R. Roth, Dong Yang, Daguang Xu, Masahiro Oda, Kazunari Misawa, Po-Ting Chen, Kao-Lang Liu, Wei-Chih Liao, Weichung Wang, Kensaku Mori:
Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning. CoRR abs/2009.13148 (2020) - [i20]Tong Zheng, Hirohisa Oda, Masahiro Oda, Shota Nakamura, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori:
Micro CT Image-Assisted Cross Modality Super-Resolution of Clinical CT Images Utilizing Synthesized Training Dataset. CoRR abs/2010.10207 (2020)
2010 – 2019
- 2019
- [j50]Masahiro Oda, Holger R. Roth, Takayuki Kitasaka, Kazunari Misawa, Michitaka Fujiwara, Kensaku Mori:
Abdominal artery segmentation method from CT volumes using fully convolutional neural network. Int. J. Comput. Assist. Radiol. Surg. 14(12): 2069-2081 (2019) - [j49]Chenglong Wang, Holger R. Roth, Takayuki Kitasaka, Masahiro Oda, Yuichiro Hayashi, Yasushi Yoshino, Tokunori Yamamoto, Naoto Sassa, Momokazu Goto, Kensaku Mori:
Precise estimation of renal vascular dominant regions using spatially aware fully convolutional networks, tensor-cut and Voronoi diagrams. Comput. Medical Imaging Graph. 77 (2019) - [j48]Liang Chen, Paul Bentley, Kensaku Mori, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert:
Self-supervised learning for medical image analysis using image context restoration. Medical Image Anal. 58 (2019) - [c206]Keiko Yamashita, Shintaro Oyama, Tomohiro Otani, Satoshi Yamashita, Taiki Furukawa, Daisuke Kobayashi, Kikue Sato, Aki Sugano, Chiaki Funada, Kensaku Mori, Yoshimune Shiratori:
Use of in-Hospital Geomagnetic Fingerprinting Localization. MedInfo 2019: 2007-2008 - [c205]Takayasu Moriya, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Masahiro Oda, Kensaku Mori:
Unsupervised segmentation of micro-CT images based on a hybrid of variational inference and adversarial learning. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2019: 109530L - [c204]Hirohisa Oda, Holger R. Roth, Takaaki Sugino, Naoki Sunaguchi, Noriko Usami, Masahiro Oda, Daisuke Shimao, Shu Ichihara, Tetsuya Yuasa, Masami Ando, Toshiaki Akita, Yuji Narita, Kensaku Mori:
Scanning, registration, and fiber estimation of rabbit hearts using micro-focus and refraction-contrast x-ray CT. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2019: 109531I - [c203]Chenglong Wang, Takayasu Moriya, Yuichiro Hayashi, Holger Roth, Le Lu, Masahiro Oda, Hirotugu Ohkubo, Kensaku Mori:
Weakly-supervised deep learning of interstitial lung disease types on CT images. Medical Imaging: Computer-Aided Diagnosis 2019: 109501H - [c202]Yuki Kitahara, Rie Tanaka, Holger R. Roth, Hirohisa Oda, Kensaku Mori, Kazuo Kasahara, Isao Matsumoto:
Lung segmentation based on a deep learning approach for dynamic chest radiography. Medical Imaging: Computer-Aided Diagnosis 2019: 109503M - [c201]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. Medical Imaging: Computer-Aided Diagnosis 2019: 1095015 - [c200]Jiashi Zhao, Zhengang Jiang, Kensaku Mori, Liyuan Zhang, Wei He, Weili Shi, Yu Miao, Fei Yan, Fei He:
Spinal Vertebrae Segmentation and Localization by Transfer Learning. Medical Imaging: Computer-Aided Diagnosis 2019: 1095023 - [c199]Liyuan Zhang, Jiashi Zhao, Huamin Yang, Weili Shi, Yu Miao, Fei He, Wei He, Yanfang Li, Ke Zhang, Kensaku Mori, Zhengang Jiang:
Multiclass vertebral fracture classification using ensemble probability SVM with multi-feature selection. Medical Imaging: Computer-Aided Diagnosis 2019: 1095025 - [c198]Liang Chen, Paul Bentley, Kensaku Mori, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert:
Intelligent Image Synthesis to Attack a Segmentation CNN Using Adversarial Learning. SASHIMI@MICCAI 2019: 90-99 - [c197]Hirohisa Oda, Kohei Nishio, Takayuki Kitasaka, Benjamin Villard, Hizuru Amano, Kosuke Chiba, Akinari Hinoki, Hiroo Uchida, Kojiro Suzuki, Hayato Itoh, Masahiro Oda, Kensaku Mori:
Spaciousness Filters for Non-contrast CT Volume Segmentation of the Intestine Region for Emergency Ileus Diagnosis. UNSURE/CLIP@MICCAI 2019: 104-114 - [c196]Takayasu Moriya, Hirohisa Oda, Midori Mitarai, Shota Nakamura, Holger R. Roth, Masahiro Oda, Kensaku Mori:
Unsupervised Segmentation of Micro-CT Images of Lung Cancer Specimen Using Deep Generative Models. MICCAI (6) 2019: 240-248 - [c195]Chenglong Wang, Yuichiro Hayashi, Masahiro Oda, Hayato Itoh, Takayuki Kitasaka, Alejandro F. Frangi, Kensaku Mori:
Tubular Structure Segmentation Using Spatial Fully Connected Network with Radial Distance Loss for 3D Medical Images. MICCAI (6) 2019: 348-356 - [c194]Masahiro Oda, Holger R. Roth, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Nassir Navab, Kensaku Mori:
Colonoscope tracking method based on shape estimation network. Medical Imaging: Image-Guided Procedures 2019: 109510Q - [c193]Cheng Wang, Masahiro Oda, Yuichiro Hayashi, Takayuki Kitasaka, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Kensaku Mori:
Visual SLAM for bronchoscope tracking and bronchus reconstruction in bronchoscopic navigation. Medical Imaging: Image-Guided Procedures 2019: 109510A - [c192]Chen Shen, Fausto Milletari, Holger R. Roth, Hirohisa Oda, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
Improving V-Nets for multi-class abdominal organ segmentation. Medical Imaging: Image Processing 2019: 109490B - [e11]Kensaku Mori, Horst K. Hahn:
Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, California, United States, 16-21 February 2019. SPIE Proceedings 10950, SPIE 2019 [contents] - [i19]Chenglong Wang, Holger R. Roth, Takayuki Kitasaka, Masahiro Oda, Yuichiro Hayashi, Yasushi Yoshino, Tokunori Yamamoto, Naoto Sassa, Momokazu Goto, Kensaku Mori:
Precise Estimation of Renal Vascular Dominant Regions Using Spatially Aware Fully Convolutional Networks, Tensor-Cut and Voronoi Diagrams. CoRR abs/1908.01543 (2019) - [i18]Liang Chen, Paul Bentley, Kensaku Mori, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert:
Intelligent image synthesis to attack a segmentation CNN using adversarial learning. CoRR abs/1909.11167 (2019) - [i17]Tong Zheng, Hirohisa Oda, Takayasu Moriya, Shota Nakamura, Masahiro Oda, Masaki Mori, Hirotsugu Takabatake, Hiroshi Natori, Kensaku Mori:
Multi-modality super-resolution loss for GAN-based super-resolution of clinical CT images using micro CT image database. CoRR abs/1912.12838 (2019) - 2018
- [j47]Holger R. Roth, Hirohisa Oda, Xiangrong Zhou, Natsuki Shimizu, Ying Yang, Yuichiro Hayashi, Masahiro Oda, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori:
An application of cascaded 3D fully convolutional networks for medical image segmentation. Comput. Medical Imaging Graph. 66: 90-99 (2018) - [j46]Liang Chen, Paul Bentley, Kensaku Mori, Kazunari Misawa, Michitaka Fujiwara, Daniel Rueckert:
DRINet for Medical Image Segmentation. IEEE Trans. Medical Imaging 37(11): 2453-2462 (2018) - [c191]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 - [c190]Takaaki Sugino, Holger R. Roth, Masahiro Oda, Seiji Omata, Shinya Sakuma, Fumihito Arai, Kensaku Mori:
Automatic segmentation of eyeball structures from micro-CT images based on sparse annotation. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2018: 105780V - [c189]Takayasu Moriya, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Kai Nagara, Masahiro Oda, Kensaku Mori:
Unsupervised segmentation of 3D medical images based on clustering and deep representation learning. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging 2018: 1057820 - [c188]Hirohisa Oda, Holger R. Roth, Kanwal K. Bhatia, Masahiro Oda, Takayuki Kitasaka, Shingo Iwano, Hirotoshi Honma, Hirotsugu Takabatake, Masaki Mori, Hiroshi Natori, Julia A. Schnabel, Kensaku Mori:
Dense volumetric detection and segmentation of mediastinal lymph nodes in chest CT images. Medical Imaging: Computer-Aided Diagnosis 2018: 1057502 - [c187]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. Medical Imaging: Computer-Aided Diagnosis 2018: 1057516 - [c186]Takaaki Sugino, Holger R. Roth, Masahiro Oda, Kensaku Mori:
Fully Convolutional Network-Based Eyeball Segmentation from Sparse Annotation for Eye Surgery Simulation Model. POCUS/BIVPCS/CuRIOUS/CPM@MICCAI 2018: 118-126 - [c185]Masahiro Oda, Holger R. Roth, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Nassir Navab, Kensaku Mori:
Colon Shape Estimation Method for Colonoscope Tracking Using Recurrent Neural Networks. MICCAI (4) 2018: 176-184 - [c184]Hirohisa Oda, Holger R. Roth, Kosuke Chiba, Jure Sokolic, Takayuki Kitasaka, Masahiro Oda, Akinari Hinoki, Hiroo Uchida, Julia A. Schnabel, Kensaku Mori:
BESNet: Boundary-Enhanced Segmentation of Cells in Histopathological Images. MICCAI (2) 2018: 228-236 - [c183]Holger R. Roth, Chen Shen, Hirohisa Oda, Takaaki Sugino, Masahiro Oda, Yuichiro Hayashi, Kazunari Misawa, Kensaku Mori:
A Multi-scale Pyramid of 3D Fully Convolutional Networks for Abdominal Multi-organ Segmentation. MICCAI (4) 2018: 417-425 - [c182]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 - [c181]Takayasu Moriya, Holger R. Roth, Shota Nakamura, Hirohisa Oda, Kai Nagara, Masahiro Oda, Kensaku Mori:
Unsupervised pathology image segmentation using representation learning with spherical k-means. Medical Imaging: Digital Pathology 2018: 1058111 - [c180]Masahiro Oda, Takayuki Kitasaka, Kazuhiro Furukawa, Ryoji Miyahara, Yoshiki Hirooka, Hidemi Goto, Nassir Navab, Kensaku Mori:
Machine learning-based colon deformation estimation method for colonoscope tracking. Medical Imaging: Image-Guided Procedures 2018: 1057619 - [c179]Holger Roth, Masahiro Oda, Natsuki Shimizu, Hirohisa Oda, Yuichiro Hayashi, Takayuki Kitasaka, Michitaka Fujiwara, Kazunari Misawa, Kensaku Mori:
Towards dense volumetric pancreas segmentation in CT using 3D fully convolutional networks. Medical Imaging: Image Processing 2018: 105740B - [c178]Chenglong Wang, Masahiro Oda, Yasushi Yoshino, Tokunori Yamamoto, Kensaku Mori:
Fine segmentation of tiny blood vessel based on fully-connected conditional random field. Medical Imaging: Image Processing 2018: 105740K - [e10]Nicholas A. Petrick, Kensaku Mori:
Medical Imaging 2018: Computer-Aided Diagnosis, Houston, Texas, USA, 10-15 February 2018. SPIE Proceedings 10575, SPIE 2018 [contents] - [e9]Danail Stoyanov, Zeike Taylor, Bernhard Kainz, Gabriel Maicas, Reinhard R. Beichel, Anne L. Martel, Lena Maier-Hein, Kanwal K. Bhatia, Tom Vercauteren, Ozan Oktay, Gustavo Carneiro, Andrew P. Bradley, Jacinto C. Nascimento, Hang Min, Matthew S. Brown, Colin Jacobs, Bianca Lassen-Schmidt, Kensaku Mori, Jens Petersen, Raúl San José Estépar, Alexander Schmidt-Richberg, Catarina Veiga:
Image Analysis for Moving Organ, Breast, and Thoracic Images - Third International Workshop, RAMBO 2018, Fourth International Workshop, BIA 2018, and First International Workshop, TIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 and 20, 2018, Proceedings. Lecture Notes in Computer Science 11040, Springer 2018, ISBN 978-3-030-00945-8 [contents] - [i16]